Model Registry
Model Registry
Model metadata, pricing, and capabilities
ModelNotSupportedError class
📍 src/domain/errors/AIErrors.ts:177
Constructor
constructor
constructor(providerName: string, model: string, capability: string)
Parameters:
providerName:stringmodel:stringcapability:string
EmbeddingCostOptions interface
📍 src/domain/entities/EmbeddingModel.ts:70
Properties
| Property | Type | Description |
|---|---|---|
modality? |
`modality?: 'text' | 'image' |
imageTokens? |
imageTokens?: number; |
Additional modality-specific token buckets for mixed inputs. |
audioTokens? |
audioTokens?: number; |
- |
videoTokens? |
videoTokens?: number; |
- |
images? |
images?: number; |
Unit counts accepted when token usage is unavailable. |
audioSeconds? |
audioSeconds?: number; |
- |
videoFrames? |
videoFrames?: number; |
- |
batch? |
batch?: boolean; |
Apply the model's published batch discount. |
EmbeddingModelCapabilities interface
📍 src/domain/entities/EmbeddingModel.ts:16
Embedding model capabilities
Properties
| Property | Type | Description |
|---|---|---|
maxTokens |
maxTokens: number; |
Maximum input tokens |
defaultDimensions |
defaultDimensions: number; |
Default output dimensions |
maxDimensions |
maxDimensions: number; |
Maximum output dimensions |
inputModalities? |
`inputModalities?: readonly ('text' | 'image' |
features |
`features: { |
/** Matryoshka Representation Learning — flexible output dimensions */
matryoshka: boolean;
/** Supports task-specific instruction prefixes */
instructionAware: boolean;
/** Supports batched input (array of strings) in one call */
batchInput: boolean;
/** Supports 100+ languages */
multilingual: boolean;
};| Feature support flags | |limits|limits: {
/** Maximum inputs per batch request /
maxBatchSize: number;
/* Rate limit (requests per minute) */
maxRequestsPerMinute?: number;
};| Model limits | |vendorOptions?|vendorOptions?: Record<string, VendorOptionSchema>;` | Vendor-specific options schema |
EmbeddingModelPricing interface
📍 src/domain/entities/EmbeddingModel.ts:56
Embedding model pricing
Properties
| Property | Type | Description |
|---|---|---|
perMTokens |
perMTokens: number; |
Cost per million tokens |
perMImageTokens? |
perMImageTokens?: number; |
- |
perMAudioTokens? |
perMAudioTokens?: number; |
- |
perMVideoTokens? |
perMVideoTokens?: number; |
- |
perImage? |
perImage?: number; |
- |
perAudioSecond? |
perAudioSecond?: number; |
- |
perVideoFrame? |
perVideoFrame?: number; |
- |
batchMultiplier? |
batchMultiplier?: number; |
Cost multiplier for asynchronous batch processing (for example, 0.5). |
currency |
currency: 'USD'; |
- |
HelperModelConfig interface
📍 src/core/model-execution/types.ts:25
Properties
| Property | Type | Description |
|---|---|---|
connector |
connector: string; |
- |
model |
model: string; |
- |
instructions? |
instructions?: string; |
- |
thinking? |
thinking?: ThinkingConfig; |
- |
temperature? |
temperature?: number; |
- |
maxOutputTokens? |
maxOutputTokens?: number; |
Defaults to 512. |
maxInputTokens? |
maxInputTokens?: number; |
Packet estimate limit, bounded by the helper's resolved capacity. |
dataHandling? |
dataHandling?: DataHandlingPolicy; |
- |
requireNativeStructuredOutput? |
requireNativeStructuredOutput?: boolean; |
Require native JSON schema support instead of the validated prompt fallback. |
allowContextTransfer? |
allowContextTransfer?: boolean; |
Required for automatic explicit-rollover transfer to another connector. |
priceBound? |
priceBound?: ModelPriceBound; |
- |
IBaseModelDescription interface
📍 src/domain/types/SharedTypes.ts:124
Base model description - shared by all registries Every model registry (Image, TTS, STT, Video) extends this
Properties
| Property | Type | Description |
|---|---|---|
name |
name: string; |
Model identifier (e.g., "gpt-image-2", "tts-1") |
displayName |
displayName: string; |
Display name for UI (e.g., "DALL-E 3", "TTS-1") |
provider |
provider: VendorType; |
Vendor/provider |
description? |
description?: string; |
Model description |
isActive |
isActive: boolean; |
Whether the model is currently available |
preferred? |
preferred?: boolean; |
Whether this is a vendor-recommended/default choice for its modality. |
lifecycle? |
lifecycle?: ModelLifecycleStatus; |
Vendor-published lifecycle. isActive remains for backward compatibility. |
availability? |
availability?: ModelAvailability; |
Access scope when the model is not generally available to every account. |
aliases? |
aliases?: readonly string[]; |
Alternate model IDs accepted by the provider. |
snapshots? |
snapshots?: readonly string[]; |
Pinned versions behind this family entry. |
endpoints? |
endpoints?: readonly ModelEndpoint[]; |
Normalized API endpoints on which the model is supported. |
releaseDate? |
releaseDate?: string; |
Release date (YYYY-MM-DD) |
deprecationDate? |
deprecationDate?: string; |
Deprecation date if scheduled (YYYY-MM-DD) |
retirementDate? |
retirementDate?: string; |
Final shutdown date, after which requests fail or are redirected. |
replacementModel? |
replacementModel?: string; |
Recommended migration target. |
sources |
sources: ISourceLinks; |
Documentation/pricing links for maintenance |
IEmbeddingModelDescription interface
📍 src/domain/entities/EmbeddingModel.ts:88
Complete embedding model description
Properties
| Property | Type | Description |
|---|---|---|
capabilities |
capabilities: EmbeddingModelCapabilities; |
- |
pricing? |
pricing?: EmbeddingModelPricing; |
- |
ILLMDescription interface
📍 src/domain/entities/Model.ts:17
Complete description of an LLM model including capabilities, pricing, and features
Properties
| Property | Type | Description |
|---|---|---|
name |
name: string; |
Model identifier (e.g., "gpt-5.2-instant") |
provider |
provider: string; |
Vendor/provider (Vendor.OpenAI, Vendor.Anthropic, etc.) |
description? |
description?: string; |
Optional description of the model |
isActive |
isActive: boolean; |
Whether the model is currently available for use |
lifecycle? |
lifecycle?: ModelLifecycleStatus; |
Vendor-published lifecycle. isActive is retained for compatibility. |
availability? |
availability?: ModelAvailability; |
Access scope for limited or gated models. |
aliases? |
aliases?: readonly string[]; |
Alternate model IDs accepted by the provider. |
snapshots? |
snapshots?: readonly string[]; |
Pinned versions represented by this registry entry. |
endpoints? |
endpoints?: readonly ModelEndpoint[]; |
Supported first-party API endpoints. |
deprecationDate? |
deprecationDate?: string; |
Date the vendor announced deprecation (YYYY-MM-DD). |
retirementDate? |
retirementDate?: string; |
Final shutdown date (YYYY-MM-DD). |
replacementModel? |
replacementModel?: string; |
Recommended migration target. |
preferred? |
preferred?: boolean; |
Whether this model is a preferred/recommended choice for its vendor |
releaseDate? |
releaseDate?: string; |
Release date (YYYY-MM-DD format) |
knowledgeCutoff? |
knowledgeCutoff?: string; |
Knowledge cutoff date |
sources? |
sources?: ISourceLinks; |
Official references used to verify this entry. Optional for legacy v1 records. |
voices? |
voices?: IVoiceInfo[]; |
Built-in voices for realtime/audio models (undefined = no built-in voices) |
features |
`features: { |
/** Supports extended reasoning/thinking */
reasoning?: boolean;
/** Verified reasoning-effort values accepted by this model. */
reasoningEfforts?: readonly ('none' | 'minimal' | 'low' | 'medium' | 'high' | 'xhigh' | 'max')[];
/** Supports streaming responses */
streaming: boolean;
/** Supports structured output (JSON mode) */
structuredOutput?: boolean;
/** Supports function/tool calling */
functionCalling?: boolean;
/** Supports fine-tuning */
fineTuning?: boolean;
/** Supports predicted outputs */
predictedOutputs?: boolean;
/** Supports realtime API */
realtime?: boolean;
/** Supports image input (vision) */
vision?: boolean;
/** Supports audio input/output */
audio?: boolean;
/** Supports video input */
video?: boolean;
/** Supports extended thinking (Claude-specific) */
extendedThinking?: boolean;
/** Supports batch API */
batchAPI?: boolean;
/** Supports prompt caching */
promptCaching?: boolean;
/** Supports Responses async function/custom tool calls. */
asyncToolCalling?: boolean;
/** Supports Responses WebSocket mid-turn steering. */
midTurnSteering?: boolean;
/** Supports conversation-scoped `configuration_update` input items. */
configurationUpdates?: boolean;
/** Participates in OpenAI's asynchronous misalignment monitoring. */
misalignmentMonitoring?: boolean;
/** Provider-hosted tools verified for this exact model. */
nativeTools?: readonly NativeToolCapability[];
/** Modality-specific prices. Token prices are USD per million tokens. */
pricing?: {
text?: TokenPricing;
audio?: TokenPricing;
image?: TokenPricing;
/** Used by duration-priced realtime translation models. */
audioDurationPerMinute?: number;
/** Used by realtime agents that bill text conversation events. */
textInputPerMessage?: number;
/** Provider processing-tier multipliers relative to standard pricing. */
processingMultipliers?: Partial<Record<ProcessingMode, number>>;
};
/** Parameter support - indicates which sampling parameters are supported */
parameters?: {
/** Supports temperature parameter */
temperature?: boolean;
/** Supports top_p parameter */
topP?: boolean;
/** Supports top_k parameter */
topK?: boolean;
/** Supports frequency_penalty parameter */
frequencyPenalty?: boolean;
/** Supports presence_penalty parameter */
presencePenalty?: boolean;
};
/** Accepted parameters that the vendor has announced as deprecated. */
deprecatedParameters?: readonly ('temperature' | 'topP' | 'topK' | 'frequencyPenalty' | 'presencePenalty')[];
/** Input specifications */
input: {
/** Maximum input context window (in tokens) */
tokens: number | null;
/** Supports text input */
text: boolean;
/** Supports image input */
image?: boolean;
/** Supports audio input */
audio?: boolean;
/** Supports video input */
video?: boolean;
/** Cost per million tokens (input) */
cpm: number;
/** Cost per million cached tokens (if prompt caching supported) */
cpmCached?: number;
};
/** Output specifications */
output: {
/** Maximum output tokens */
tokens: number | null;
/** Supports text output */
text: boolean;
/** Supports image output */
image?: boolean;
/** Supports audio output */
audio?: boolean;
/** Cost per million tokens (output) */
cpm: number;
};
};` | Model capabilities and pricing |
LongContextTokenPricing interface
📍 src/domain/entities/Model.ts:212
Properties
| Property | Type | Description |
|---|---|---|
thresholdTokens |
thresholdTokens: number; |
Apply this tier when total request input is at least this many tokens. |
input |
input: number; |
- |
cachedInput? |
cachedInput?: number; |
- |
cacheWrite? |
cacheWrite?: number; |
- |
output |
output: number; |
- |
ModelAttemptRecord interface
📍 src/core/model-execution/types.ts:98
Properties
| Property | Type | Description |
|---|---|---|
id |
id: string; |
- |
invocationId |
invocationId: string; |
- |
boundary |
`boundary: 'transport' | 'provider';` |
status |
`status: 'reserved' | 'received' |
httpStatus? |
httpStatus?: number; |
- |
dispatched |
dispatched: boolean; |
- |
reservedTokens |
reservedTokens: number; |
- |
reservedCostUSD |
`reservedCostUSD: number | null;` |
usageCoveredByInvocation |
usageCoveredByInvocation: boolean; |
Aggregate successful-attempt usage is recorded once on the invocation. |
ModelCallDescriptor interface
📍 src/core/model-execution/types.ts:87
Properties
| Property | Type | Description |
|---|---|---|
purpose |
purpose: string; |
- |
phase? |
`phase?: 'generation' | 'repair' |
connector |
connector: string; |
- |
model |
model: string; |
- |
parentInvocationId? |
parentInvocationId?: string; |
- |
inputTokenBound |
inputTokenBound: number; |
- |
outputTokenBound |
outputTokenBound: number; |
- |
priceBound? |
priceBound?: ModelPriceBound; |
- |
ModelCapabilities interface
📍 src/domain/interfaces/ITextProvider.ts:88
Properties
| Property | Type | Description |
|---|---|---|
supportsTools |
supportsTools: boolean; |
- |
supportsVision |
supportsVision: boolean; |
- |
supportsJSON |
supportsJSON: boolean; |
- |
supportsJSONSchema |
supportsJSONSchema: boolean; |
- |
maxTokens |
maxTokens: number; |
- |
maxInputTokens? |
maxInputTokens?: number; |
- |
maxOutputTokens? |
maxOutputTokens?: number; |
- |
ModelExecutionConfig interface
📍 src/core/model-execution/types.ts:43
Properties
| Property | Type | Description |
|---|---|---|
routing? |
routing?: ModelRoutingConfig; |
Opt-in managed run/stream model routing. Runtime policy is not session authority. |
helpers? |
helpers?: Partial<Record<HelperRole, HelperModelConfig>>; |
- |
limits? |
limits?: ModelTaskLimits; |
- |
maxOutputTokensPerCall? |
maxOutputTokensPerCall?: number; |
Optional aggregate main-call output cap across candidates. Omitted preserves provider defaults. |
priceBound? |
priceBound?: ModelPriceBound; |
Main-model upper rates when registry prices do not bound this deployment. |
customProviderAttempts? |
customProviderAttempts?: 'single'; |
Trusted host attestation for injected providers that make exactly one attempt. |
ModelInvocationRecord interface
📍 src/core/model-execution/types.ts:111
Properties
| Property | Type | Description |
|---|---|---|
id |
id: string; |
- |
parentInvocationId? |
parentInvocationId?: string; |
- |
purpose |
purpose: string; |
- |
phase |
`phase: 'generation' | 'repair' |
connector |
connector: string; |
- |
model |
model: string; |
- |
status |
`status: 'running' | 'succeeded' |
usage |
`usage: TokenUsage | null;` |
modelCostUSD |
`modelCostUSD: number | null;` |
lateSettlement |
lateSettlement: boolean; |
- |
external |
external: boolean; |
- |
outputValidation? |
`outputValidation?: 'passed' | 'failed';` |
ModelParameterAssessment interface
📍 src/capabilities/metadata/parameters.ts:6
Properties
| Property | Type | Description |
|---|---|---|
effectiveReasoningEffort |
`readonly effectiveReasoningEffort: string | null;` |
reasoningEffort |
readonly reasoningEffort: EndpointCapabilitySupport; |
- |
temperature |
`readonly temperature: { readonly support: EndpointCapabilitySupport; readonly reason: 'reasoning-active' | 'reasoning-disabled' |
ModelParameterDecision interface
📍 src/capabilities/metadata/parameters.ts:11
Properties
| Property | Type | Description |
|---|---|---|
vendor |
readonly vendor: Vendor; |
- |
model |
readonly model: string; |
- |
endpoint |
readonly endpoint: ModelParameterEndpoint; |
- |
action |
`readonly action: 'preserve' | 'omit' |
support |
readonly support: EndpointCapabilitySupport; |
- |
effectiveReasoningEffort |
`readonly effectiveReasoningEffort: string | null;` |
reason |
readonly reason: ModelParameterAssessment['temperature']['reason']; |
- |
ModelParameterPolicy interface
📍 src/capabilities/metadata/parameters.ts:16
Methods
observe()?
Bounded diagnostics, no request payload. Observer failures cannot repeat a request.
observe?(decision: Readonly<ModelParameterDecision>): void;
Parameters:
decision:Readonly<ModelParameterDecision>
Returns: void
Properties
| Property | Type | Description |
|---|---|---|
temperature |
`temperature: 'strict' | 'omit-unsupported';` |
ModelParameterQuery interface
📍 src/capabilities/metadata/parameters.ts:5
Properties
| Property | Type | Description |
|---|---|---|
vendor |
vendor: Vendor; |
- |
model |
model: string; |
- |
endpoint |
endpoint: ModelParameterEndpoint; |
- |
reasoningEffort? |
reasoningEffort?: string |
- |
ModelPriceBound interface
📍 src/core/model-execution/types.ts:20
Host-supplied upper rates, including any service tier or cache-write premium.
Properties
| Property | Type | Description |
|---|---|---|
inputPerMillion |
inputPerMillion: number; |
- |
outputPerMillion |
outputPerMillion: number; |
- |
ModelRouteCandidate interface
📍 src/core/model-execution/types.ts:174
Properties
| Property | Type | Description |
|---|---|---|
route |
readonly route: string; |
- |
connector |
readonly connector: string; |
- |
model |
readonly model: string; |
- |
eligible |
readonly eligible: boolean; |
Preliminary state/capability eligibility, not a reservation or fit promise. |
reasons |
readonly reasons: readonly string[]; |
- |
ModelRouteConfig interface
📍 src/core/model-execution/types.ts:149
Properties
| Property | Type | Description |
|---|---|---|
model |
model: string; |
- |
connector? |
connector?: string; |
Inherit the Agent's configured connector when omitted. |
thinking? |
thinking?: ThinkingConfig; |
- |
temperature? |
temperature?: number; |
- |
maxOutputTokens? |
maxOutputTokens?: number; |
Optional tighter cap; cannot increase maxOutputTokensPerCall. |
priceBound? |
priceBound?: ModelPriceBound; |
Bound for this route; another deployment's price bound is never inherited. |
dataHandling? |
dataHandling?: DataHandlingPolicy; |
- |
allowContextTransfer? |
allowContextTransfer?: boolean; |
Required to send the managed request to a different connector/account. |
ModelRoutingConfig interface
📍 src/core/model-execution/types.ts:201
Properties
| Property | Type | Description |
|---|---|---|
routes |
routes: Record<string, ModelRouteConfig>; |
Nonempty, bounded names. 'default' is reserved and cannot be redefined. |
select? |
`select?: (context: ModelRoutingContext) => |
| string
| ModelRoutingDecision
| Promise<string | ModelRoutingDecision>;` | Omit for explicit named-route overrides only; otherwise default stays selected. |
| fallback? | fallback?: string; | Default 'default'. Used only for selector exceptions/timeouts. |
| timeoutMs? | timeoutMs?: number; | Default 1000ms; also bounded by the current execution/task deadline. |
| sticky? | sticky?: 'run' | 'phase'; | Default 'run'. 'phase' reuses a route in the same explicit ModelTask/phase. |
ModelRoutingContext interface
📍 src/core/model-execution/types.ts:183
Properties
| Property | Type | Description |
|---|---|---|
hints |
readonly hints: Readonly<ModelRoutingHints>; |
- |
candidates |
readonly candidates: readonly ModelRouteCandidate[]; |
- |
previous? |
`readonly previous?: Readonly<{ |
route: string;
connector: string;
model: string;
}>;| Last admitted route in this explicit ModelTask and phase, if any. | |signal|readonly signal: AbortSignal;` | - |
ModelRoutingDecision interface
📍 src/core/model-execution/types.ts:195
Properties
| Property | Type | Description |
|---|---|---|
route |
route: string; |
- |
reason? |
reason?: string; |
Diagnostic only; never injected as an instruction. |
ModelRoutingDiagnostics interface
📍 src/core/model-execution/types.ts:217
Properties
| Property | Type | Description |
|---|---|---|
decisionId |
readonly decisionId: string; |
- |
executionId |
readonly executionId: string; |
- |
requestedRoute? |
readonly requestedRoute?: string; |
- |
selectedRoute |
readonly selectedRoute: string; |
- |
connector |
readonly connector: string; |
- |
model |
readonly model: string; |
- |
source |
`readonly source: 'default' | 'policy' |
reason? |
readonly reason?: string; |
- |
selectorFailure? |
`readonly selectorFailure?: 'timeout' | 'exception';` |
selectionMs |
readonly selectionMs: number; |
- |
ModelRoutingHints interface
📍 src/core/model-execution/types.ts:164
Properties
| Property | Type | Description |
|---|---|---|
taskType? |
taskType?: string; |
- |
phase? |
phase?: string; |
- |
ModelRoutingRunOptions interface
📍 src/core/model-execution/types.ts:169
Properties
| Property | Type | Description |
|---|---|---|
route? |
route?: string; |
'default' is the existing configured main connector/model. |
RealtimeModelCapabilities interface
📍 src/capabilities/metadata/realtime.ts:13
Properties
| Property | Type | Description |
|---|---|---|
vendor |
readonly vendor: Vendor; |
- |
model |
readonly model: string; |
- |
transport |
readonly transport: RealtimeTransport; |
- |
registryKnown |
readonly registryKnown: boolean; |
- |
reasoning |
`readonly reasoning: { readonly support: EndpointCapabilitySupport; /** null explicitly means the exact set is unknown. */ readonly allowedEfforts: readonly RealtimeReasoningEffort[] | null; readonly provenance?: CapabilityProvenance };` |
RealtimeModelCapabilityQuery interface
📍 src/capabilities/metadata/realtime.ts:8
Properties
| Property | Type | Description |
|---|---|---|
vendor |
vendor: Vendor; |
- |
model |
model: string; |
- |
transport |
transport: RealtimeTransport; |
- |
endpoint? |
`endpoint?: 'openai-realtime' | 'custom';` |
ResolvedDeepSeekModel interface
📍 src/infrastructure/providers/deepseek/DeepSeekHostRegistry.ts:174
Properties
| Property | Type | Description |
|---|---|---|
requestedModel |
requestedModel: string; |
- |
canonicalModel? |
canonicalModel?: string; |
- |
apiModel |
apiModel: string; |
- |
transport |
transport: Exclude<DeepSeekTransport, 'auto'>; |
- |
inputTokens? |
inputTokens?: number; |
- |
outputTokens? |
outputTokens?: number; |
- |
RestraintModelInfo interface
📍 src/memory/integration/RestraintEvent.ts:50
Telemetry about the model call that produced or vetoed the item. Optional — emitted only when the primitive actually called a connector.
Properties
| Property | Type | Description |
|---|---|---|
connector |
connector: string; |
- |
model |
model: string; |
- |
latencyMs? |
latencyMs?: number; |
Wall-clock latency for the call in milliseconds. |
TokenPricing interface
📍 src/domain/entities/Model.ts:221
Properties
| Property | Type | Description |
|---|---|---|
input |
input: number; |
- |
cachedInput? |
cachedInput?: number; |
- |
cacheWrite? |
cacheWrite?: number; |
Explicit cache population/write price per million tokens. |
output? |
output?: number; |
Output price. Omitted for input-only modalities such as images on realtime models. |
longContext? |
longContext?: LongContextTokenPricing; |
Optional all-token price tier for long-context requests. |
ModelAvailability type
📍 src/domain/types/SharedTypes.ts:20
Commercial/access scope for models that are not universally available.
type ModelAvailability = | 'public'
| 'limited'
| 'invite_only'
| 'enterprise'
| 'region_limited'
ModelEndpoint type
📍 src/domain/types/SharedTypes.ts:28
Normalized API surfaces used by the first-party provider adapters.
type ModelEndpoint = | 'responses'
| 'decisions'
| 'chat_completions'
| 'completions'
| 'messages'
| 'generate_content'
| 'interactions'
| 'live'
| 'realtime'
| 'batch'
| 'image_generation'
| 'image_edit'
| 'video_generation'
| 'video_edit'
| 'audio_speech'
| 'audio_transcription'
| 'embeddings'
ModelLifecycleStatus type
📍 src/domain/types/SharedTypes.ts:12
Lifecycle state published by the model vendor.
type ModelLifecycleStatus = | 'preview'
| 'active'
| 'legacy'
| 'deprecated'
| 'retired'
ModelParameterEndpoint type
📍 src/capabilities/metadata/parameters.ts:4
type ModelParameterEndpoint = 'responses' | 'chat-completions' | 'custom'
OpenAIRealtimeModel type
📍 src/capabilities/voice/openai/RealtimeTypes.ts:3
OpenAI Realtime GA session and transport types.
type OpenAIRealtimeModel = | 'gpt-realtime-2.1'
| 'gpt-realtime-2.1-mini'
| 'gpt-realtime-2'
| 'gpt-realtime-translate'
| 'gpt-realtime-1.5'
| 'gpt-realtime'
| 'gpt-realtime-mini'
| (string & {})
ProcessingMode type
📍 src/domain/entities/Model.ts:202
type ProcessingMode = | 'interactive'
| 'standard'
| 'batch'
| 'flex'
| 'fast'
| 'ultrafast'
| 'priority'
| 'off_peak'
assessModelParameters function
📍 src/capabilities/metadata/parameters.ts:43
Pure metadata. Unknown/custom endpoints are preserved rather than silently sanitized.
export function assessModelParameters(query: ModelParameterQuery): ModelParameterAssessment
calculateCost function
📍 src/domain/entities/Model.ts:4408
Calculate the cost for a given model and token usage
export function calculateCost(
model: string,
inputTokens: number,
outputTokens: number,
options?: {
/** @deprecated Prefer cachedInputTokens for mixed cached/uncached requests. */
useCachedInput?: boolean;
cachedInputTokens?: number;
cacheCreationInputTokens?: number;
cacheCreationDetails?: {
shortTtlInputTokens?: number;
extendedTtlInputTokens?: number;
};
processingMode?: ProcessingMode;
/** Override automatic long-context selection for estimates and quotes. */
contextTier?: 'auto' | 'standard' | 'long';
/** Price using the selected modality when the registry provides it. */
modality?: 'text' | 'audio' | 'image';
/** Duration for models billed per minute instead of per token. */
audioMinutes?: number;
/** Number of billable text-input events for event-priced realtime agents. */
inputMessages?: number;
}
): number | null
calculateEmbeddingCost function
📍 src/domain/entities/EmbeddingModel.ts:660
Calculate embedding cost for a given model and token count
export function calculateEmbeddingCost(
modelName: string,
tokens: number,
options: EmbeddingCostOptions = {}
): number | null
getActiveModels function
📍 src/domain/entities/Model.ts:4389
Get all currently active models
export function getActiveModels(): ILLMDescription[]
getDeprecatedModels function
📍 src/domain/entities/Model.ts:4394
Get callable models carrying an explicit vendor deprecation notice.
export function getDeprecatedModels(): ILLMDescription[]
getEmbeddingModelsWithFeature function
📍 src/domain/entities/EmbeddingModel.ts:642
Get embedding models that support a specific feature
export function getEmbeddingModelsWithFeature(
feature: keyof IEmbeddingModelDescription['capabilities']['features']
): IEmbeddingModelDescription[]
getModelInfo function
📍 src/domain/entities/Model.ts:4366
Get model information by name
export function getModelInfo(modelName: string): ILLMDescription | undefined
getModelsByVendor function
📍 src/domain/entities/Model.ts:4381
Get all models for a specific vendor
export function getModelsByVendor(vendor: VendorType): ILLMDescription[]
getRealtimeModelCapabilities function
📍 src/capabilities/metadata/realtime.ts:24
Pure sparse companion. Unknown metadata never becomes an unsupported UI choice.
export function getRealtimeModelCapabilities(query: RealtimeModelCapabilityQuery): RealtimeModelCapabilities
resolveDeepSeekModel function
📍 src/infrastructure/providers/deepseek/DeepSeekHostRegistry.ts:183
export function resolveDeepSeekModel(
model: string,
host: ResolvedDeepSeekHost,
): ResolvedDeepSeekModel
resolveModelCapabilities function
📍 src/infrastructure/providers/base/ModelCapabilityResolver.ts:37
Resolve model capabilities from the centralized registry, falling back to vendor defaults.
export function resolveModelCapabilities(
model: string,
vendorDefaults: ModelCapabilities
): ModelCapabilities
resolveModelName function
📍 src/domain/entities/Model.ts:4372
Resolve a direct model ID or floating alias to the registry's canonical ID.
export function resolveModelName(modelName: string): string | undefined
EMBEDDING_MODEL_REGISTRY const
📍 src/domain/entities/EmbeddingModel.ts:146
Complete embedding model registry Last full audit: August 2026
Properties
| Property | Type | Description |
|---|---|---|
'text-embedding-3-small' |
`{ |
name: 'text-embedding-3-small',
displayName: 'Text Embedding 3 Small',
provider: Vendor.OpenAI,
description: 'Cost-efficient embedding model with MRL support for flexible dimensions',
isActive: true,
releaseDate: '2024-01-25',
sources: {
documentation: 'https://platform.openai.com/docs/guides/embeddings',
pricing: 'https://openai.com/pricing',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 8191,
defaultDimensions: 1536,
maxDimensions: 1536,
features: {
matryoshka: true,
instructionAware: false,
batchInput: true,
multilingual: true,
},
limits: {
maxBatchSize: 2048,
maxRequestsPerMinute: 3000,
},
},
pricing: {
perMTokens: 0.02,
currency: 'USD',
},
}| - | |'text-embedding-3-large'|{
name: 'text-embedding-3-large',
displayName: 'Text Embedding 3 Large',
provider: Vendor.OpenAI,
description: 'High-quality embedding model with MRL support, up to 3072 dimensions',
isActive: true,
releaseDate: '2024-01-25',
sources: {
documentation: 'https://platform.openai.com/docs/guides/embeddings',
pricing: 'https://openai.com/pricing',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 8191,
defaultDimensions: 3072,
maxDimensions: 3072,
features: {
matryoshka: true,
instructionAware: false,
batchInput: true,
multilingual: true,
},
limits: {
maxBatchSize: 2048,
maxRequestsPerMinute: 3000,
},
},
pricing: {
perMTokens: 0.13,
currency: 'USD',
},
}| - | |'text-embedding-ada-002'|{
name: 'text-embedding-ada-002',
displayName: 'Text Embedding Ada 002',
provider: Vendor.OpenAI,
description: 'Legacy embedding model, replaced by text-embedding-3 series',
isActive: true,
lifecycle: 'legacy',
releaseDate: '2022-12-15',
sources: {
documentation: 'https://developers.openai.com/api/docs/models/text-embedding-ada-002',
pricing: 'https://developers.openai.com/api/docs/pricing',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 8191,
defaultDimensions: 1536,
maxDimensions: 1536,
features: {
matryoshka: false,
instructionAware: false,
batchInput: true,
multilingual: false,
},
limits: {
maxBatchSize: 2048,
},
},
pricing: {
perMTokens: 0.10,
currency: 'USD',
},
}| - | |'gemini-embedding-2'|{
name: 'gemini-embedding-2',
displayName: 'Gemini Embedding 2',
provider: Vendor.Google,
description: 'Current multimodal embedding model mapping text, images, audio, video, and PDFs into one vector space',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
endpoints: ['embeddings', 'batch'],
releaseDate: '2026-04-28',
sources: {
documentation: 'https://ai.google.dev/gemini-api/docs/models/gemini-embedding-2',
pricing: 'https://ai.google.dev/gemini-api/docs/pricing',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 8192,
defaultDimensions: 3072,
maxDimensions: 3072,
inputModalities: ['text', 'image', 'audio', 'video', 'document'],
features: { matryoshka: true, instructionAware: true, batchInput: true, multilingual: true },
limits: { maxBatchSize: 100 },
},
pricing: {
perMTokens: 0.20,
perMImageTokens: 0.45,
perMAudioTokens: 6.50,
perMVideoTokens: 12,
perImage: 0.00012,
perAudioSecond: 0.00016,
perVideoFrame: 0.00079,
batchMultiplier: 0.5,
currency: 'USD',
},
}| - | |'gemini-embedding-001'|{
name: 'gemini-embedding-001',
displayName: 'Gemini Embedding',
provider: Vendor.Google,
description: 'Stable text-only Gemini embedding model with flexible dimensions',
isActive: true,
lifecycle: 'active',
availability: 'public',
endpoints: ['embeddings', 'batch'],
releaseDate: '2025-06-01',
sources: {
documentation: 'https://ai.google.dev/gemini-api/docs/embeddings',
pricing: 'https://ai.google.dev/gemini-api/docs/pricing',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 2048,
defaultDimensions: 3072,
maxDimensions: 3072,
inputModalities: ['text'],
features: { matryoshka: true, instructionAware: true, batchInput: true, multilingual: true },
limits: { maxBatchSize: 100 },
},
pricing: { perMTokens: 0.15, batchMultiplier: 0.5, currency: 'USD' },
}| - | |'text-embedding-004'|{
name: 'text-embedding-004',
displayName: 'Text Embedding 004',
provider: Vendor.Google,
description: 'Gemini embedding model with dimension reduction support',
isActive: false,
lifecycle: 'retired',
retirementDate: '2026-01-14',
replacementModel: 'gemini-embedding-2',
releaseDate: '2024-05-14',
sources: {
documentation: 'https://ai.google.dev/gemini-api/docs/embeddings',
pricing: 'https://ai.google.dev/pricing',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 2048,
defaultDimensions: 768,
maxDimensions: 768,
features: {
matryoshka: true,
instructionAware: true,
batchInput: true,
multilingual: true,
},
limits: {
maxBatchSize: 100,
maxRequestsPerMinute: 1500,
},
vendorOptions: {
taskType: {
type: 'enum',
description: 'Task type for optimized embeddings',
enum: [
'RETRIEVAL_QUERY',
'RETRIEVAL_DOCUMENT',
'SEMANTIC_SIMILARITY',
'CLASSIFICATION',
'CLUSTERING',
'QUESTION_ANSWERING',
'FACT_VERIFICATION',
],
label: 'Task Type',
controlType: 'select',
},
},
},
pricing: {
perMTokens: 0.00,
currency: 'USD',
},
}| - | |'mistral-embed'|{
name: 'mistral-embed',
displayName: 'Mistral Embed',
provider: Vendor.Mistral,
description: 'Mistral embedding model optimized for retrieval',
isActive: true,
releaseDate: '2024-02-26',
sources: {
documentation: 'https://docs.mistral.ai/capabilities/embeddings/',
pricing: 'https://mistral.ai/products/la-plateforme#pricing',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 8192,
defaultDimensions: 1024,
maxDimensions: 1024,
features: {
matryoshka: false,
instructionAware: false,
batchInput: true,
multilingual: true,
},
limits: {
maxBatchSize: 512,
},
},
pricing: {
perMTokens: 0.10,
currency: 'USD',
},
}| - | |'codestral-embed'|{
name: 'codestral-embed',
displayName: 'Codestral Embed',
provider: Vendor.Mistral,
description: 'Code-specialized retrieval embeddings with configurable output dimensions and data types',
isActive: true,
lifecycle: 'active',
availability: 'public',
endpoints: ['embeddings', 'batch'],
releaseDate: '2025-05-28',
sources: {
documentation: 'https://docs.mistral.ai/models/codestral-embed-25-05',
pricing: 'https://docs.mistral.ai/models/codestral-embed-25-05',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 8192,
defaultDimensions: 3072,
maxDimensions: 3072,
inputModalities: ['text'],
features: { matryoshka: true, instructionAware: false, batchInput: true, multilingual: true },
limits: { maxBatchSize: 128 },
vendorOptions: {
output_dimension: { type: 'number', description: 'Requested output vector dimensions', min: 1, max: 3072 },
output_dtype: { type: 'enum', description: 'Output vector data type', enum: ['float', 'int8', 'uint8', 'binary', 'ubinary'], default: 'float' },
},
},
pricing: { perMTokens: 0.15, currency: 'USD' },
}| - | |'embeddinggemma'|{
name: 'embeddinggemma',
displayName: 'EmbeddingGemma 300M',
provider: Vendor.Ollama,
description: 'Ollama-recommended compact multilingual embedding model from Google',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
releaseDate: '2025-09-04',
sources: {
documentation: 'https://docs.ollama.com/capabilities/embeddings',
apiReference: 'https://ollama.com/library/embeddinggemma',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 2048,
defaultDimensions: 768,
maxDimensions: 768,
inputModalities: ['text'],
features: { matryoshka: true, instructionAware: true, batchInput: true, multilingual: true },
limits: { maxBatchSize: 512 },
},
}| - | |'all-minilm'|{
name: 'all-minilm',
displayName: 'All MiniLM',
provider: Vendor.Ollama,
description: 'Small sentence embedding model for fast local semantic search',
isActive: true,
lifecycle: 'active',
availability: 'public',
sources: {
documentation: 'https://docs.ollama.com/capabilities/embeddings',
apiReference: 'https://ollama.com/library/all-minilm',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 512,
defaultDimensions: 384,
maxDimensions: 384,
inputModalities: ['text'],
features: { matryoshka: false, instructionAware: false, batchInput: true, multilingual: false },
limits: { maxBatchSize: 512 },
},
}| - | |'qwen3-embedding'|{
name: 'qwen3-embedding',
displayName: 'Qwen3 Embedding 8B',
provider: Vendor.Ollama,
description: 'Top-tier local embedding model (8B params). #1 on MTEB multilingual. ~5GB Q4.',
isActive: true,
releaseDate: '2025-06-09',
sources: {
documentation: 'https://huggingface.co/Qwen/Qwen3-Embedding-8B',
pricing: 'https://ollama.com/library/qwen3-embedding',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 8192,
defaultDimensions: 4096,
maxDimensions: 4096,
features: {
matryoshka: true,
instructionAware: true,
batchInput: true,
multilingual: true,
},
limits: {
maxBatchSize: 512,
},
},
}| - | |'qwen3-embedding:4b'|{
name: 'qwen3-embedding:4b',
displayName: 'Qwen3 Embedding 4B',
provider: Vendor.Ollama,
description: 'Mid-range local embedding model (4B params). ~2.5GB Q4.',
isActive: true,
releaseDate: '2025-06-09',
sources: {
documentation: 'https://huggingface.co/Qwen/Qwen3-Embedding-4B',
pricing: 'https://ollama.com/library/qwen3-embedding',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 8192,
defaultDimensions: 4096,
maxDimensions: 4096,
features: {
matryoshka: true,
instructionAware: true,
batchInput: true,
multilingual: true,
},
limits: {
maxBatchSize: 512,
},
},
}| - | |'qwen3-embedding:0.6b'|{
name: 'qwen3-embedding:0.6b',
displayName: 'Qwen3 Embedding 0.6B',
provider: Vendor.Ollama,
description: 'Lightweight local embedding model (0.6B params). ~400MB Q4. Runs on any laptop.',
isActive: true,
releaseDate: '2025-06-09',
sources: {
documentation: 'https://huggingface.co/Qwen/Qwen3-Embedding-0.6B',
pricing: 'https://ollama.com/library/qwen3-embedding',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 8192,
defaultDimensions: 1024,
maxDimensions: 1024,
features: {
matryoshka: true,
instructionAware: true,
batchInput: true,
multilingual: true,
},
limits: {
maxBatchSize: 512,
},
},
}| - | |'nomic-embed-text'|{
name: 'nomic-embed-text',
displayName: 'Nomic Embed Text',
provider: Vendor.Ollama,
description: 'Compact 768-dim embedding model with MRL support. ~275MB.',
isActive: true,
releaseDate: '2024-02-02',
sources: {
documentation: 'https://huggingface.co/nomic-ai/nomic-embed-text-v1.5',
pricing: 'https://ollama.com/library/nomic-embed-text',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 8192,
defaultDimensions: 768,
maxDimensions: 768,
features: {
matryoshka: true,
instructionAware: true,
batchInput: true,
multilingual: false,
},
limits: {
maxBatchSize: 512,
},
},
}| - | |'mxbai-embed-large'|{
name: 'mxbai-embed-large',
displayName: 'MixedBread Embed Large',
provider: Vendor.Ollama,
description: 'Mixed Bread AI large embedding model. ~670MB.',
isActive: true,
releaseDate: '2024-03-07',
sources: {
documentation: 'https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1',
pricing: 'https://ollama.com/library/mxbai-embed-large',
lastVerified: '2026-08-30',
},
capabilities: {
maxTokens: 512,
defaultDimensions: 1024,
maxDimensions: 1024,
features: {
matryoshka: false,
instructionAware: true,
batchInput: true,
multilingual: false,
},
limits: {
maxBatchSize: 512,
},
},
}` | - |
MODEL_REGISTRY const
📍 src/domain/entities/Model.ts:393
Complete model registry with all model metadata Registry schema v2. Last vendor model update: 2026-10-07.
Properties
| Property | Type | Description |
|---|---|---|
'gpt-6-astra' |
`{ |
name: 'gpt-6-astra',
provider: Vendor.OpenAI,
description: 'OpenAI\'s most capable model for complex reasoning, coding, computer use, research, and document creation',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
endpoints: ['responses', 'chat_completions', 'batch'],
releaseDate: '2026-09-04',
knowledgeCutoff: '2026-04-30',
sources: { documentation: 'https://developers.openai.com/api/docs/models/gpt-6-astra', pricing: 'https://developers.openai.com/api/docs/pricing', lastVerified: '2026-10-07' },
features: {
reasoning: true, reasoningEfforts: ['low', 'medium', 'high', 'xhigh', 'max'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: true, promptCaching: true,
asyncToolCalling: true, midTurnSteering: true, configurationUpdates: true,
misalignmentMonitoring: true,
parameters: { temperature: false, topP: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 1_050_000, text: true, image: true, cpm: 10, cpmCached: 1 },
output: { tokens: 128000, text: true, cpm: 50 },
pricing: {
text: {
input: 10, cachedInput: 1, cacheWrite: 12.5, output: 50,
longContext: { thresholdTokens: 272000, input: 20, cachedInput: 2, cacheWrite: 25, output: 75 },
},
processingMultipliers: { batch: 0.5, flex: 0.5, fast: 2 },
},
},
}| - | |'gpt-6.1-sol'|{
name: 'gpt-6.1-sol',
provider: Vendor.OpenAI,
description: 'Latest GPT-6 workhorse for coding, professional work, and long-running agents',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
endpoints: ['responses', 'chat_completions', 'batch'],
releaseDate: '2026-09-29',
knowledgeCutoff: '2026-04-30',
sources: { documentation: 'https://developers.openai.com/api/docs/models/gpt-6.1-sol', pricing: 'https://developers.openai.com/api/docs/pricing', lastVerified: '2026-10-07' },
features: {
reasoning: true, reasoningEfforts: ['low', 'medium', 'high', 'xhigh', 'max'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: true, promptCaching: true,
asyncToolCalling: true, midTurnSteering: true, configurationUpdates: true,
parameters: { temperature: false, topP: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 1_050_000, text: true, image: true, cpm: 2, cpmCached: 0.1 },
output: { tokens: 128_000, text: true, cpm: 10 },
pricing: {
text: {
input: 2, cachedInput: 0.1, cacheWrite: 2.5, output: 10,
longContext: { thresholdTokens: 272_000, input: 4, cachedInput: 0.2, cacheWrite: 5, output: 15 },
},
processingMultipliers: { batch: 0.5, flex: 0.5, fast: 2 },
},
},
}| - | |'gpt-6-sol'|{
name: 'gpt-6-sol',
provider: Vendor.OpenAI,
description: 'GPT-6 workhorse model for coding, professional work, and agentic workloads',
isActive: true,
lifecycle: 'active',
availability: 'public',
endpoints: ['responses', 'chat_completions', 'batch'],
releaseDate: '2026-09-22',
knowledgeCutoff: '2026-04-20',
sources: { documentation: 'https://developers.openai.com/api/docs/models/gpt-6-sol', pricing: 'https://developers.openai.com/api/docs/pricing', lastVerified: '2026-10-07' },
features: {
reasoning: true, reasoningEfforts: ['none', 'low', 'medium', 'high', 'xhigh', 'max'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: true, promptCaching: true,
asyncToolCalling: true, midTurnSteering: true, configurationUpdates: true,
parameters: { temperature: false, topP: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 1_050_000, text: true, image: true, cpm: 2, cpmCached: 0.2 },
output: { tokens: 128_000, text: true, cpm: 10 },
pricing: {
text: {
input: 2, cachedInput: 0.2, cacheWrite: 2.5, output: 10,
longContext: { thresholdTokens: 272_000, input: 4, cachedInput: 0.4, cacheWrite: 5, output: 15 },
},
processingMultipliers: { batch: 0.5, flex: 0.5, fast: 2 },
},
},
}| - | |'gpt-6-luna'|{
name: 'gpt-6-luna',
provider: Vendor.OpenAI,
description: 'Fast, economical GPT-6 model for high-throughput workloads and Decisions API classification',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
endpoints: ['responses', 'decisions', 'chat_completions', 'batch'],
releaseDate: '2026-09-22',
knowledgeCutoff: '2026-05-18',
sources: { documentation: 'https://developers.openai.com/api/docs/models/gpt-6-luna', pricing: 'https://developers.openai.com/api/docs/pricing', lastVerified: '2026-10-07' },
features: {
reasoning: true, reasoningEfforts: ['none', 'low', 'medium', 'high', 'xhigh', 'max'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: true, promptCaching: true,
asyncToolCalling: true, midTurnSteering: true, configurationUpdates: true,
parameters: { temperature: false, topP: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 1_050_000, text: true, image: true, cpm: 0.1, cpmCached: 0.01 },
output: { tokens: 128_000, text: true, cpm: 0.5 },
pricing: {
text: {
input: 0.1, cachedInput: 0.01, cacheWrite: 0.125, output: 0.5,
longContext: { thresholdTokens: 272_000, input: 0.2, cachedInput: 0.02, cacheWrite: 0.25, output: 0.75 },
},
processingMultipliers: { batch: 0.5, flex: 0.5, fast: 2 },
},
},
}| - | |'gpt-5.6-sol'|{
name: 'gpt-5.6-sol',
provider: Vendor.OpenAI,
description: 'Highest-capability GPT-5.6 model for demanding professional work, coding, and long-horizon agents',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
aliases: ['gpt-5.6', 'gpt-daybreak-blue-latest'],
snapshots: ['gpt-5.6-sol-2026-07-09'],
endpoints: ['responses', 'chat_completions', 'batch'],
releaseDate: '2026-07-09',
knowledgeCutoff: '2026-02-16',
sources: { documentation: 'https://developers.openai.com/api/docs/models/gpt-5.6-sol', pricing: 'https://developers.openai.com/api/docs/pricing', lastVerified: '2026-08-30' },
features: {
reasoning: true, reasoningEfforts: ['none', 'low', 'medium', 'high', 'xhigh', 'max'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: true, promptCaching: true,
parameters: { temperature: false, topP: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 1050000, text: true, image: true, cpm: 4, cpmCached: 0.4 },
output: { tokens: 128000, text: true, cpm: 20 },
pricing: {
text: {
input: 4, cachedInput: 0.4, cacheWrite: 5, output: 20,
longContext: { thresholdTokens: 272000, input: 8, cachedInput: 0.8, cacheWrite: 10, output: 30 },
},
processingMultipliers: { batch: 0.5, fast: 2 },
},
},
}| - | |'gpt-5.6-terra'|{
name: 'gpt-5.6-terra',
provider: Vendor.OpenAI,
description: 'Balanced GPT-5.6 model for production agents, coding, and high-volume professional workloads',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
snapshots: ['gpt-5.6-terra-2026-07-09'],
endpoints: ['responses', 'chat_completions', 'batch'],
releaseDate: '2026-07-09',
knowledgeCutoff: '2026-02-16',
sources: { documentation: 'https://developers.openai.com/api/docs/models/gpt-5.6-terra', pricing: 'https://developers.openai.com/api/docs/pricing', lastVerified: '2026-08-30' },
features: {
reasoning: true, reasoningEfforts: ['none', 'low', 'medium', 'high', 'xhigh', 'max'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: true, promptCaching: true,
parameters: { temperature: false, topP: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 1050000, text: true, image: true, cpm: 2, cpmCached: 0.2 },
output: { tokens: 128000, text: true, cpm: 12 },
pricing: {
text: {
input: 2, cachedInput: 0.2, cacheWrite: 2.5, output: 12,
longContext: { thresholdTokens: 272000, input: 4, cachedInput: 0.4, cacheWrite: 5, output: 18 },
},
processingMultipliers: { batch: 0.5, fast: 2 },
},
},
}| - | |'gpt-5.6-luna'|{
name: 'gpt-5.6-luna',
provider: Vendor.OpenAI,
description: 'Fast, economical GPT-5.6 model for latency-sensitive and high-throughput workloads',
isActive: true,
lifecycle: 'active',
availability: 'public',
snapshots: ['gpt-5.6-luna-2026-07-09'],
endpoints: ['responses', 'chat_completions', 'batch'],
releaseDate: '2026-07-09',
knowledgeCutoff: '2026-02-16',
sources: { documentation: 'https://developers.openai.com/api/docs/models/gpt-5.6-luna', pricing: 'https://developers.openai.com/api/docs/pricing', lastVerified: '2026-08-30' },
features: {
reasoning: true, reasoningEfforts: ['none', 'low', 'medium', 'high', 'xhigh', 'max'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: true, promptCaching: true,
parameters: { temperature: false, topP: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 1050000, text: true, image: true, cpm: 0.2, cpmCached: 0.02 },
output: { tokens: 128000, text: true, cpm: 1.2 },
pricing: {
text: {
input: 0.2, cachedInput: 0.02, cacheWrite: 0.25, output: 1.2,
longContext: { thresholdTokens: 272000, input: 0.4, cachedInput: 0.04, cacheWrite: 0.5, output: 1.8 },
},
processingMultipliers: { batch: 0.5, fast: 2 },
},
},
}| - | |'gpt-5.6-cyber'|{
name: 'gpt-5.6-cyber',
provider: Vendor.OpenAI,
description: 'Purpose-trained cybersecurity model for approved defenders conducting authorized vulnerability research, exploit validation, and security testing',
isActive: true,
lifecycle: 'active',
availability: 'limited',
aliases: ['gpt-daybreak-red-latest'],
endpoints: ['responses', 'chat_completions', 'batch'],
knowledgeCutoff: '2026-02-16',
sources: { documentation: 'https://developers.openai.com/api/docs/models/gpt-5.6-cyber', pricing: 'https://developers.openai.com/api/docs/pricing', lastVerified: '2026-10-07' },
features: {
reasoning: true, reasoningEfforts: ['none', 'low', 'medium', 'high', 'xhigh', 'max'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: true, promptCaching: true,
parameters: { temperature: false, topP: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 400_000, text: true, image: true, cpm: 12.5, cpmCached: 1.25 },
output: { tokens: 128_000, text: true, cpm: 75 },
pricing: {
text: { input: 12.5, cachedInput: 1.25, cacheWrite: 15.625, output: 75 },
processingMultipliers: { batch: 0.5 },
},
},
}| - | |'gpt-rosalind-research'|{
name: 'gpt-rosalind-research',
provider: Vendor.OpenAI,
description: 'Specialized GPT-Rosalind model for approved internal life-sciences research through OpenAI trusted access',
isActive: true,
lifecycle: 'active',
availability: 'limited',
endpoints: ['responses'],
releaseDate: '2026-09-08',
sources: { documentation: 'https://developers.openai.com/api/docs/changelog', pricing: 'https://developers.openai.com/api/docs/pricing', lastVerified: '2026-10-07' },
features: {
reasoning: true,
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: false, promptCaching: true,
parameters: { temperature: false, topP: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: null, text: true, image: true, cpm: 5, cpmCached: 0.5 },
output: { tokens: null, text: true, cpm: 25 },
pricing: { text: { input: 5, cachedInput: 0.5, output: 25 } },
},
}| - | |'gpt-5.5-pro'|{
name: 'gpt-5.5-pro',
provider: Vendor.OpenAI,
description: 'Higher-compute GPT-5.5 variant for difficult reasoning tasks',
isActive: true,
lifecycle: 'active',
availability: 'public',
endpoints: ['responses', 'batch'],
releaseDate: '2026-04-25',
knowledgeCutoff: '2025-12-01',
sources: { documentation: 'https://developers.openai.com/api/docs/models/gpt-5.5-pro', pricing: 'https://developers.openai.com/api/docs/pricing', lastVerified: '2026-08-30' },
features: {
reasoning: true, streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: true, promptCaching: true,
parameters: { temperature: false, topP: false, frequencyPenalty: false, presencePenalty: false },
pricing: {
text: {
input: 30,
cachedInput: 3,
output: 180,
longContext: { thresholdTokens: 272000, input: 60, cachedInput: 6, output: 270 },
},
processingMultipliers: { standard: 1, batch: 0.5 },
},
input: { tokens: 1050000, text: true, image: true, cpm: 30, cpmCached: 3 },
output: { tokens: 128000, text: true, cpm: 180 },
},
}| - | |'gpt-5.5'|{
name: 'gpt-5.5',
provider: Vendor.OpenAI,
description: 'Newest frontier model for the most complex professional work and coding. 1M+ context. Reasoning.effort: none, low, medium (default), high, xhigh. >272K input tokens priced at 2x input / 1.5x output for the full session',
isActive: true,
preferred: true,
releaseDate: '2026-04-25',
knowledgeCutoff: '2025-12-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 1050000,
text: true,
image: true,
cpm: 5,
cpmCached: 0.5,
},
output: {
tokens: 128000,
text: true,
cpm: 30,
},
},
}| - | |'gpt-5.4'|{
name: 'gpt-5.4',
provider: Vendor.OpenAI,
description: 'Flagship model with 1M+ context. Reasoning.effort: none, low, medium, high, xhigh. Computer use, MCP, tool search',
isActive: true,
releaseDate: '2026-03-05',
knowledgeCutoff: '2025-08-31',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 1050000,
text: true,
image: true,
cpm: 2.5,
cpmCached: 0.25,
},
output: {
tokens: 128000,
text: true,
cpm: 15,
},
},
}| - | |'gpt-5.4-mini'|{
name: 'gpt-5.4-mini',
provider: Vendor.OpenAI,
description: 'Smaller, faster, cheaper sibling of gpt-5.4. 400K context. Text + vision in, text out. Reasoning.effort: none, low, medium, high, xhigh',
isActive: true,
releaseDate: '2026-03-17',
knowledgeCutoff: '2025-08-31',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 400000,
text: true,
image: true,
cpm: 0.75,
cpmCached: 0.075,
},
output: {
tokens: 128000,
text: true,
cpm: 4.5,
},
},
}| - | |'gpt-5.4-nano'|{
name: 'gpt-5.4-nano',
provider: Vendor.OpenAI,
description: 'Smallest gpt-5.4 variant for high-volume, low-latency tasks. 400K context. Text + vision in, text out. Reasoning.effort: none, low, medium, high, xhigh',
isActive: true,
releaseDate: '2026-03-17',
knowledgeCutoff: '2025-08-31',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 400000,
text: true,
image: true,
cpm: 0.2,
cpmCached: 0.02,
},
output: {
tokens: 128000,
text: true,
cpm: 1.25,
},
},
}| - | |'gpt-5.4-pro'|{
name: 'gpt-5.4-pro',
provider: Vendor.OpenAI,
description: 'GPT-5.4 pro for smarter, more precise responses. Reasoning.effort: medium, high, xhigh only',
isActive: true,
releaseDate: '2026-03-05',
knowledgeCutoff: '2025-08-31',
features: {
reasoning: true,
streaming: true,
structuredOutput: false,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: false,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 1050000,
text: true,
image: true,
cpm: 30,
},
output: {
tokens: 128000,
text: true,
cpm: 180,
},
},
}| - | |'gpt-5.3-codex'|{
name: 'gpt-5.3-codex',
provider: Vendor.OpenAI,
description: 'Latest codex model for coding and agentic tasks. Reasoning.effort: low, medium, high, xhigh',
isActive: true,
releaseDate: '2026-02-01',
knowledgeCutoff: '2025-08-31',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 400000,
text: true,
image: true,
cpm: 1.75,
cpmCached: 0.175,
},
output: {
tokens: 128000,
text: true,
cpm: 14,
},
},
}| - | |'gpt-5.3-chat-latest'|{
name: 'gpt-5.3-chat-latest',
provider: Vendor.OpenAI,
description: 'Retired GPT-5.3 chat alias retained for migration metadata',
isActive: false,
lifecycle: 'retired',
deprecationDate: '2026-05-08',
retirementDate: '2026-08-10',
replacementModel: 'gpt-5.6-sol',
releaseDate: '2026-02-01',
knowledgeCutoff: '2025-08-31',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
},
input: {
tokens: 128000,
text: true,
image: true,
cpm: 1.75,
cpmCached: 0.175,
},
output: {
tokens: 16000,
text: true,
cpm: 14,
},
},
}| - | |'gpt-5.2'|{
name: 'gpt-5.2',
provider: Vendor.OpenAI,
description: 'Previous flagship model for coding and agentic tasks. Reasoning.effort: none, low, medium, high, xhigh',
isActive: true,
releaseDate: '2025-12-01',
knowledgeCutoff: '2025-08-31',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 400000,
text: true,
image: true,
cpm: 1.75,
cpmCached: 0.175,
},
output: {
tokens: 128000,
text: true,
cpm: 14,
},
},
}| - | |'gpt-5.2-pro'|{
name: 'gpt-5.2-pro',
provider: Vendor.OpenAI,
description: 'GPT-5.2 pro produces smarter and more precise responses. Reasoning.effort: medium, high, xhigh',
isActive: true,
releaseDate: '2025-12-01',
knowledgeCutoff: '2025-08-31',
features: {
reasoning: true,
streaming: true,
structuredOutput: false,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 400000,
text: true,
image: true,
cpm: 21,
},
output: {
tokens: 128000,
text: true,
cpm: 168,
},
},
}| - | |'gpt-5.2-codex'|{
name: 'gpt-5.2-codex',
provider: Vendor.OpenAI,
description: 'GPT-5.2 codex for coding and agentic tasks. Reasoning.effort: low, medium, high, xhigh',
isActive: false,
lifecycle: 'retired',
deprecationDate: '2026-04-22',
retirementDate: '2026-07-23',
replacementModel: 'gpt-5.6-sol',
releaseDate: '2025-12-01',
knowledgeCutoff: '2025-08-31',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 400000,
text: true,
image: true,
cpm: 1.75,
cpmCached: 0.175,
},
output: {
tokens: 128000,
text: true,
cpm: 14,
},
},
}| - | |'gpt-5.2-chat-latest'|{
name: 'gpt-5.2-chat-latest',
provider: Vendor.OpenAI,
description: 'GPT-5.2 chat model for general-purpose use',
isActive: false,
lifecycle: 'retired',
deprecationDate: '2026-05-08',
retirementDate: '2026-08-10',
replacementModel: 'gpt-5.6-sol',
releaseDate: '2025-12-01',
knowledgeCutoff: '2025-08-31',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
input: {
tokens: 128000,
text: true,
image: true,
cpm: 1.75,
cpmCached: 0.175,
},
output: {
tokens: 16000,
text: true,
cpm: 14,
},
},
}| - | |'gpt-5.1'|{
name: 'gpt-5.1',
provider: Vendor.OpenAI,
description: 'Intelligent reasoning model for coding and agentic tasks. Reasoning.effort: none, low, medium, high',
isActive: true,
releaseDate: '2025-10-01',
knowledgeCutoff: '2024-09-30',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 400000,
text: true,
image: true,
cpm: 1.25,
cpmCached: 0.125,
},
output: {
tokens: 128000,
text: true,
cpm: 10,
},
},
}| - | |'gpt-5.1-codex'|{
name: 'gpt-5.1-codex',
provider: Vendor.OpenAI,
description: 'GPT-5.1 codex for coding and agentic tasks with reasoning',
isActive: false,
lifecycle: 'retired',
deprecationDate: '2026-04-22',
retirementDate: '2026-07-23',
replacementModel: 'gpt-5.6-sol',
releaseDate: '2025-10-01',
knowledgeCutoff: '2024-09-30',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 400000,
text: true,
image: true,
cpm: 1.25,
cpmCached: 0.125,
},
output: {
tokens: 128000,
text: true,
cpm: 10,
},
},
}| - | |'gpt-5.1-codex-max'|{
name: 'gpt-5.1-codex-max',
provider: Vendor.OpenAI,
description: 'GPT-5.1 codex max for maximum reasoning depth on coding tasks',
isActive: false,
lifecycle: 'retired',
deprecationDate: '2026-04-22',
retirementDate: '2026-07-23',
replacementModel: 'gpt-5.6-sol',
releaseDate: '2025-10-01',
knowledgeCutoff: '2024-09-30',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 400000,
text: true,
image: true,
cpm: 1.25,
cpmCached: 0.125,
},
output: {
tokens: 128000,
text: true,
cpm: 10,
},
},
}| - | |'gpt-5.1-codex-mini'|{
name: 'gpt-5.1-codex-mini',
provider: Vendor.OpenAI,
description: 'GPT-5.1 codex mini for cost-efficient coding tasks',
isActive: false,
lifecycle: 'retired',
deprecationDate: '2026-04-22',
retirementDate: '2026-07-23',
replacementModel: 'gpt-5.6-terra',
releaseDate: '2025-10-01',
knowledgeCutoff: '2024-09-30',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 400000,
text: true,
image: true,
cpm: 0.25,
cpmCached: 0.025,
},
output: {
tokens: 128000,
text: true,
cpm: 2,
},
},
}| - | |'gpt-5.1-chat-latest'|{
name: 'gpt-5.1-chat-latest',
provider: Vendor.OpenAI,
description: 'GPT-5.1 chat model for general-purpose use',
isActive: false,
lifecycle: 'retired',
deprecationDate: '2026-04-22',
retirementDate: '2026-07-23',
replacementModel: 'gpt-5.6-sol',
releaseDate: '2025-10-01',
knowledgeCutoff: '2024-09-30',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
input: {
tokens: 128000,
text: true,
image: true,
cpm: 1.25,
cpmCached: 0.125,
},
output: {
tokens: 16000,
text: true,
cpm: 10,
},
},
}| - | |'gpt-5'|{
name: 'gpt-5',
provider: Vendor.OpenAI,
description: 'Previous intelligent reasoning model for coding and agentic tasks. Reasoning.effort: minimal, low, medium, high',
isActive: true,
releaseDate: '2025-08-01',
knowledgeCutoff: '2024-09-30',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 400000,
text: true,
image: true,
cpm: 1.25,
cpmCached: 0.125,
},
output: {
tokens: 128000,
text: true,
cpm: 10,
},
},
}| - | |'gpt-5-mini'|{
name: 'gpt-5-mini',
provider: Vendor.OpenAI,
description: 'Faster, cost-efficient version of GPT-5 for well-defined tasks and precise prompts',
isActive: true,
releaseDate: '2025-08-01',
knowledgeCutoff: '2024-05-31',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 400000,
text: true,
image: true,
cpm: 0.25,
cpmCached: 0.025,
},
output: {
tokens: 128000,
text: true,
cpm: 2,
},
},
}| - | |'gpt-5-nano'|{
name: 'gpt-5-nano',
provider: Vendor.OpenAI,
description: 'Fastest, most cost-efficient GPT-5. Great for summarization and classification tasks',
isActive: true,
releaseDate: '2025-08-01',
knowledgeCutoff: '2024-05-31',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 400000,
text: true,
image: true,
cpm: 0.05,
cpmCached: 0.005,
},
output: {
tokens: 128000,
text: true,
cpm: 0.4,
},
},
}| - | |'gpt-5-codex'|{
name: 'gpt-5-codex',
provider: Vendor.OpenAI,
description: 'GPT-5 codex for coding and agentic tasks with reasoning',
isActive: false,
lifecycle: 'retired',
deprecationDate: '2026-04-22',
retirementDate: '2026-07-23',
replacementModel: 'gpt-5.6-sol',
releaseDate: '2025-08-01',
knowledgeCutoff: '2024-09-30',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 400000,
text: true,
image: true,
cpm: 1.25,
cpmCached: 0.125,
},
output: {
tokens: 128000,
text: true,
cpm: 10,
},
},
}| - | |'gpt-5-chat-latest'|{
name: 'gpt-5-chat-latest',
provider: Vendor.OpenAI,
description: 'GPT-5 chat model for general-purpose use',
isActive: false,
lifecycle: 'retired',
deprecationDate: '2026-04-22',
retirementDate: '2026-07-23',
replacementModel: 'gpt-5.6-sol',
releaseDate: '2025-08-01',
knowledgeCutoff: '2024-09-30',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
input: {
tokens: 128000,
text: true,
image: true,
cpm: 1.25,
cpmCached: 0.125,
},
output: {
tokens: 16000,
text: true,
cpm: 10,
},
},
}| - | |'gpt-4.1'|{
name: 'gpt-4.1',
provider: Vendor.OpenAI,
description: 'GPT-4.1 specialized for coding with 1M token context window',
isActive: true,
releaseDate: '2025-04-14',
knowledgeCutoff: '2024-06-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
input: {
tokens: 1000000,
text: true,
image: true,
cpm: 2,
cpmCached: 0.50,
},
output: {
tokens: 32768,
text: true,
cpm: 8,
},
},
}| - | |'gpt-4.1-mini'|{
name: 'gpt-4.1-mini',
provider: Vendor.OpenAI,
description: 'Efficient GPT-4.1 model, beats GPT-4o in many benchmarks at 83% lower cost',
isActive: true,
releaseDate: '2025-04-14',
knowledgeCutoff: '2024-06-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
input: {
tokens: 1000000,
text: true,
image: true,
cpm: 0.4,
cpmCached: 0.10,
},
output: {
tokens: 16384,
text: true,
cpm: 1.6,
},
},
}| - | |'gpt-4.1-nano'|{
name: 'gpt-4.1-nano',
provider: Vendor.OpenAI,
description: 'Fastest and cheapest model with 1M context. 80.1% MMLU, ideal for classification/autocompletion',
isActive: true,
lifecycle: 'deprecated',
deprecationDate: '2026-04-22',
retirementDate: '2026-10-23',
replacementModel: 'gpt-5.6-luna',
releaseDate: '2025-04-14',
knowledgeCutoff: '2024-06-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
input: {
tokens: 1000000,
text: true,
image: true,
cpm: 0.1,
cpmCached: 0.025,
},
output: {
tokens: 16384,
text: true,
cpm: 0.4,
},
},
}| - | |'gpt-4o'|{
name: 'gpt-4o',
provider: Vendor.OpenAI,
description: 'Versatile omni model. Legacy but still available',
isActive: true,
releaseDate: '2024-05-13',
knowledgeCutoff: '2023-10-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: true,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
input: {
tokens: 128000,
text: true,
image: true,
cpm: 2.5,
cpmCached: 1.25,
},
output: {
tokens: 16384,
text: true,
cpm: 10,
},
},
}| - | |'gpt-4o-mini'|{
name: 'gpt-4o-mini',
provider: Vendor.OpenAI,
description: 'Fast, affordable omni model',
isActive: true,
releaseDate: '2024-07-18',
knowledgeCutoff: '2023-10-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: true,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
input: {
tokens: 128000,
text: true,
image: true,
cpm: 0.15,
cpmCached: 0.075,
},
output: {
tokens: 16384,
text: true,
cpm: 0.6,
},
},
}| - | |'gpt-audio-1.5'|{
name: 'gpt-audio-1.5',
provider: Vendor.OpenAI,
description: 'Latest audio model with text+audio input/output. 128K context',
isActive: true,
preferred: true,
releaseDate: '2025-12-01',
knowledgeCutoff: '2024-09-30',
features: {
reasoning: false,
streaming: true,
structuredOutput: false,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: false,
audio: true,
video: false,
batchAPI: false,
promptCaching: false,
input: {
tokens: 128000,
text: true,
audio: true,
cpm: 2.5,
},
output: {
tokens: 16384,
text: true,
audio: true,
cpm: 10,
},
},
}| - | |'gpt-audio'|{
name: 'gpt-audio',
provider: Vendor.OpenAI,
description: 'Audio model with text+audio input/output. 128K context',
isActive: true,
lifecycle: 'deprecated',
deprecationDate: '2026-07-20',
retirementDate: '2027-01-20',
replacementModel: 'gpt-audio-1.5',
releaseDate: '2025-06-01',
knowledgeCutoff: '2023-10-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: false,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: false,
audio: true,
video: false,
batchAPI: false,
promptCaching: false,
input: {
tokens: 128000,
text: true,
audio: true,
cpm: 2.5,
},
output: {
tokens: 16384,
text: true,
audio: true,
cpm: 10,
},
},
}| - | |'gpt-audio-mini'|{
name: 'gpt-audio-mini',
provider: Vendor.OpenAI,
description: 'Cost-efficient audio model. 128K context',
isActive: true,
lifecycle: 'deprecated',
deprecationDate: '2026-07-20',
retirementDate: '2027-01-20',
replacementModel: 'gpt-audio-1.5',
releaseDate: '2025-06-01',
knowledgeCutoff: '2023-10-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: false,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: false,
audio: true,
video: false,
batchAPI: false,
promptCaching: false,
input: {
tokens: 128000,
text: true,
audio: true,
cpm: 0.6,
},
output: {
tokens: 16384,
text: true,
audio: true,
cpm: 2.4,
},
},
}| - | |'gpt-live-1'|{
name: 'gpt-live-1',
provider: Vendor.OpenAI,
description: 'Full-duplex voice model for natural conversations, smooth interruptions, and delegation to a backend Responses agent',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
endpoints: ['live'],
releaseDate: '2026-09-22',
knowledgeCutoff: '2025-07-31',
voices: OPENAI_REALTIME_VOICES,
sources: { documentation: 'https://developers.openai.com/api/docs/models/gpt-live-1', pricing: 'https://developers.openai.com/api/docs/pricing', lastVerified: '2026-10-07' },
features: {
reasoning: false, streaming: true, structuredOutput: false, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: true, vision: false,
audio: true, video: false, batchAPI: false, promptCaching: false,
pricing: { audioDurationPerMinute: 0.05 },
input: { tokens: 128_000, text: true, audio: true, cpm: 0 },
output: { tokens: null, text: true, audio: true, cpm: 0 },
},
}| - | |'gpt-realtime-2.1'|{
name: 'gpt-realtime-2.1',
provider: Vendor.OpenAI,
description: 'Most capable realtime reasoning voice model, with improved alphanumeric recognition, silence/noise handling, interruptions, instruction following, and tool use',
isActive: true,
preferred: true,
knowledgeCutoff: '2024-09-30',
voices: OPENAI_REALTIME_VOICES,
features: {
reasoning: true,
streaming: true,
structuredOutput: false,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: true,
vision: true,
audio: true,
video: false,
batchAPI: false,
promptCaching: true,
pricing: {
text: { input: 4, cachedInput: 0.4, output: 24 },
audio: { input: 32, cachedInput: 0.4, output: 64 },
image: { input: 5, cachedInput: 0.5 },
},
input: { tokens: 128000, text: true, image: true, audio: true, cpm: 4, cpmCached: 0.4 },
output: { tokens: 32000, text: true, audio: true, cpm: 24 },
},
}| - | |'gpt-realtime-2.1-mini'|{
name: 'gpt-realtime-2.1-mini',
provider: Vendor.OpenAI,
description: 'Fast, lower-cost distilled realtime reasoning model with speech, tools, and improved alphanumeric recognition',
isActive: true,
knowledgeCutoff: '2024-09-30',
voices: OPENAI_REALTIME_VOICES,
features: {
reasoning: true,
streaming: true,
structuredOutput: false,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: true,
vision: true,
audio: true,
video: false,
batchAPI: false,
promptCaching: true,
pricing: {
text: { input: 0.6, cachedInput: 0.06, output: 2.4 },
audio: { input: 10, cachedInput: 0.3, output: 20 },
image: { input: 0.8, cachedInput: 0.08 },
},
input: { tokens: 128000, text: true, image: true, audio: true, cpm: 0.6, cpmCached: 0.06 },
output: { tokens: 32000, text: true, audio: true, cpm: 2.4 },
},
}| - | |'gpt-realtime-2'|{
name: 'gpt-realtime-2',
provider: Vendor.OpenAI,
description: 'Realtime reasoning model with configurable effort and reliable tool use for complex voice-agent workflows',
isActive: true,
knowledgeCutoff: '2024-09-30',
voices: OPENAI_REALTIME_VOICES,
features: {
reasoning: true,
streaming: true,
structuredOutput: false,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: true,
vision: true,
audio: true,
video: false,
batchAPI: false,
promptCaching: true,
pricing: {
text: { input: 4, cachedInput: 0.4, output: 24 },
audio: { input: 32, cachedInput: 0.4, output: 64 },
image: { input: 5, cachedInput: 0.5 },
},
input: { tokens: 128000, text: true, image: true, audio: true, cpm: 4, cpmCached: 0.4 },
output: { tokens: 32000, text: true, audio: true, cpm: 24 },
},
}| - | |'gpt-realtime-translate'|{
name: 'gpt-realtime-translate',
provider: Vendor.OpenAI,
description: 'Streaming speech-to-speech translation model using the dedicated realtime translations endpoint',
isActive: true,
knowledgeCutoff: '2024-09-30',
voices: OPENAI_REALTIME_VOICES,
features: {
reasoning: false,
streaming: true,
structuredOutput: false,
functionCalling: false,
fineTuning: false,
predictedOutputs: false,
realtime: true,
vision: false,
audio: true,
video: false,
batchAPI: false,
promptCaching: false,
pricing: { audioDurationPerMinute: 0.034 },
input: { tokens: 16000, text: false, audio: true, cpm: 0 },
output: { tokens: 2000, text: true, audio: true, cpm: 0 },
},
}| - | |'gpt-realtime-1.5'|{
name: 'gpt-realtime-1.5',
provider: Vendor.OpenAI,
description: 'Latest realtime model for voice/audio streaming. Text+audio+image input, text+audio output',
isActive: true,
releaseDate: '2025-12-01',
knowledgeCutoff: '2024-09-30',
voices: OPENAI_REALTIME_VOICES,
features: {
reasoning: false,
streaming: true,
structuredOutput: false,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: true,
vision: true,
audio: true,
video: false,
batchAPI: false,
promptCaching: false,
pricing: {
text: { input: 4, cachedInput: 0.4, output: 16 },
audio: { input: 32, cachedInput: 0.4, output: 64 },
image: { input: 5, cachedInput: 0.5 },
},
input: {
tokens: 32000,
text: true,
image: true,
audio: true,
cpm: 4,
},
output: {
tokens: 4096,
text: true,
audio: true,
cpm: 16,
},
},
}| - | |'gpt-realtime'|{
name: 'gpt-realtime',
provider: Vendor.OpenAI,
description: 'Realtime model for voice/audio streaming. Text+audio+image input, text+audio output',
isActive: true,
lifecycle: 'deprecated',
deprecationDate: '2026-07-20',
retirementDate: '2027-01-20',
replacementModel: 'gpt-realtime-2.1',
releaseDate: '2025-06-01',
knowledgeCutoff: '2023-10-01',
voices: OPENAI_REALTIME_VOICES,
features: {
reasoning: false,
streaming: true,
structuredOutput: false,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: true,
vision: true,
audio: true,
video: false,
batchAPI: false,
promptCaching: false,
pricing: {
text: { input: 4, cachedInput: 0.4, output: 16 },
audio: { input: 32, cachedInput: 0.4, output: 64 },
image: { input: 5, cachedInput: 0.5 },
},
input: {
tokens: 32000,
text: true,
image: true,
audio: true,
cpm: 4,
},
output: {
tokens: 4096,
text: true,
audio: true,
cpm: 16,
},
},
}| - | |'gpt-realtime-mini'|{
name: 'gpt-realtime-mini',
provider: Vendor.OpenAI,
description: 'Cost-efficient realtime model for voice/audio streaming',
isActive: true,
lifecycle: 'deprecated',
deprecationDate: '2026-07-20',
retirementDate: '2027-01-20',
replacementModel: 'gpt-realtime-2.1-mini',
releaseDate: '2025-06-01',
knowledgeCutoff: '2023-10-01',
voices: OPENAI_REALTIME_VOICES,
features: {
reasoning: false,
streaming: true,
structuredOutput: false,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: true,
vision: true,
audio: true,
video: false,
batchAPI: false,
promptCaching: false,
pricing: {
text: { input: 0.6, cachedInput: 0.06, output: 2.4 },
audio: { input: 10, cachedInput: 0.3, output: 20 },
image: { input: 0.8, cachedInput: 0.08 },
},
input: {
tokens: 32000,
text: true,
image: true,
audio: true,
cpm: 0.6,
},
output: {
tokens: 4096,
text: true,
audio: true,
cpm: 2.4,
},
},
}| - | |'o3'|{
name: 'o3',
provider: Vendor.OpenAI,
description: 'Powerful reasoning model for coding, math, and science. 200K context',
isActive: true,
preferred: true,
releaseDate: '2025-04-01',
knowledgeCutoff: '2024-06-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 200000,
text: true,
image: true,
cpm: 2,
cpmCached: 0.5,
},
output: {
tokens: 100000,
text: true,
cpm: 8,
},
},
}| - | |'o4-mini'|{
name: 'o4-mini',
provider: Vendor.OpenAI,
description: 'Fast, cost-efficient reasoning model. 200K context',
isActive: true,
releaseDate: '2025-04-01',
knowledgeCutoff: '2024-06-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 200000,
text: true,
image: true,
cpm: 1.1,
cpmCached: 0.275,
},
output: {
tokens: 100000,
text: true,
cpm: 4.4,
},
},
}| - | |'o3-mini'|{
name: 'o3-mini',
provider: Vendor.OpenAI,
description: 'Fast reasoning model tailored for coding, math, and science',
isActive: true,
releaseDate: '2025-01-31',
knowledgeCutoff: '2023-10-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: false,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 200000,
text: true,
cpm: 1.1,
cpmCached: 0.55,
},
output: {
tokens: 100000,
text: true,
cpm: 4.4,
},
},
}| - | |'o1'|{
name: 'o1',
provider: Vendor.OpenAI,
description: 'Advanced reasoning model for complex problems',
isActive: true,
releaseDate: '2024-12-17',
knowledgeCutoff: '2023-10-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 200000,
text: true,
image: true,
cpm: 15,
cpmCached: 7.50,
},
output: {
tokens: 100000,
text: true,
cpm: 60,
},
},
}| - | |'o3-deep-research'|{
name: 'o3-deep-research',
provider: Vendor.OpenAI,
description: 'Deep research model for comprehensive web-based research. No function calling',
isActive: true,
releaseDate: '2025-06-01',
knowledgeCutoff: '2024-06-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: false,
functionCalling: false,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: false,
audio: false,
video: false,
batchAPI: false,
promptCaching: false,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 200000,
text: true,
cpm: 10,
},
output: {
tokens: 100000,
text: true,
cpm: 40,
},
},
}| - | |'o4-mini-deep-research'|{
name: 'o4-mini-deep-research',
provider: Vendor.OpenAI,
description: 'Cost-efficient deep research model for web-based research. No function calling',
isActive: true,
releaseDate: '2025-06-01',
knowledgeCutoff: '2024-06-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: false,
functionCalling: false,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: false,
audio: false,
video: false,
batchAPI: false,
promptCaching: false,
parameters: {
temperature: false,
topP: false,
frequencyPenalty: false,
presencePenalty: false,
},
input: {
tokens: 200000,
text: true,
cpm: 2,
},
output: {
tokens: 100000,
text: true,
cpm: 8,
},
},
}| - | |'gpt-oss-120b'|{
name: 'gpt-oss-120b',
provider: Vendor.OpenAI,
description: 'Open-weight 117B param MoE model (5.1B active). Apache 2.0 license. Runs on single H100',
isActive: true,
releaseDate: '2025-10-01',
knowledgeCutoff: '2024-06-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: true,
predictedOutputs: false,
realtime: false,
vision: false,
audio: false,
video: false,
batchAPI: false,
promptCaching: false,
input: {
tokens: 131072,
text: true,
cpm: 0,
},
output: {
tokens: 131072,
text: true,
cpm: 0,
},
},
}| - | |'gpt-oss-20b'|{
name: 'gpt-oss-20b',
provider: Vendor.OpenAI,
description: 'Open-weight 21B param MoE model (3.6B active). Apache 2.0 license',
isActive: true,
releaseDate: '2025-10-01',
knowledgeCutoff: '2024-06-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: true,
predictedOutputs: false,
realtime: false,
vision: false,
audio: false,
video: false,
batchAPI: false,
promptCaching: false,
input: {
tokens: 131072,
text: true,
cpm: 0,
},
output: {
tokens: 131072,
text: true,
cpm: 0,
},
},
}| - | |'claude-opus-5-5'|{
name: 'claude-opus-5-5',
provider: Vendor.Anthropic,
description: 'Anthropic flagship for the most demanding reasoning, coding, and long-horizon agentic work',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
endpoints: ['messages', 'batch'],
releaseDate: '2026-09-22',
knowledgeCutoff: '2026-06-01',
sources: { documentation: 'https://platform.claude.com/docs/en/models/opus-5-5/overview', pricing: 'https://platform.claude.com/docs/en/about-claude/pricing', lastVerified: '2026-10-07' },
features: {
reasoning: true, reasoningEfforts: ['low', 'medium', 'high', 'xhigh', 'max'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, extendedThinking: true, batchAPI: true, promptCaching: true,
parameters: { temperature: false, topP: false, topK: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 1_000_000, text: true, image: true, cpm: 4, cpmCached: 0.2 },
output: { tokens: 128_000, text: true, cpm: 20 },
pricing: {
text: { input: 4, cachedInput: 0.2, cacheWrite: 5, output: 20 },
processingMultipliers: { batch: 0.5 },
},
},
}| - | |'claude-sonnet-5-5'|{
name: 'claude-sonnet-5-5',
provider: Vendor.Anthropic,
description: 'Latest balanced Claude model for coding, agents, and production knowledge work',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
endpoints: ['messages', 'batch'],
releaseDate: '2026-09-28',
knowledgeCutoff: '2026-06-01',
sources: { documentation: 'https://platform.claude.com/docs/en/models/sonnet-5-5/overview', pricing: 'https://platform.claude.com/docs/en/about-claude/pricing', lastVerified: '2026-10-07' },
features: {
reasoning: true, reasoningEfforts: ['low', 'medium', 'high', 'xhigh', 'max'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, extendedThinking: true, batchAPI: true, promptCaching: true,
parameters: { temperature: false, topP: false, topK: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 1_000_000, text: true, image: true, cpm: 2, cpmCached: 0.2 },
output: { tokens: 128_000, text: true, cpm: 10 },
pricing: {
text: { input: 2, cachedInput: 0.2, cacheWrite: 2.5, output: 10 },
processingMultipliers: { batch: 0.5 },
},
},
}| - | |'claude-fable-5-1'|{
name: 'claude-fable-5-1',
provider: Vendor.Anthropic,
description: 'Anthropic's most capable public model for demanding reasoning and long-horizon agentic work; adaptive thinking is always on',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
endpoints: ['messages', 'batch'],
releaseDate: '2026-09-01',
knowledgeCutoff: '2026-06-01',
sources: { documentation: 'https://platform.claude.com/docs/en/models/fable-5-1/overview', pricing: 'https://platform.claude.com/docs/en/models/fable-5-1/overview', lastVerified: '2026-09-04' },
features: {
reasoning: true, reasoningEfforts: ['low', 'medium', 'high', 'xhigh', 'max'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, extendedThinking: true, batchAPI: true, promptCaching: true,
parameters: { temperature: false, topP: false, topK: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 1_000_000, text: true, image: true, cpm: 10, cpmCached: 0.25 },
output: { tokens: 128_000, text: true, cpm: 50 },
pricing: {
text: { input: 10, cachedInput: 0.25, cacheWrite: 12.5, output: 50 },
processingMultipliers: { batch: 0.5 },
},
},
}| - | |'claude-mythos-5-1'|{
name: 'claude-mythos-5-1',
provider: Vendor.Anthropic,
description: 'Invite-only Project Glasswing counterpart to Claude Fable 5.1 with the same specifications, capabilities, and pricing',
isActive: true,
lifecycle: 'active',
availability: 'invite_only',
endpoints: ['messages', 'batch'],
releaseDate: '2026-09-01',
knowledgeCutoff: '2026-06-01',
sources: { documentation: 'https://platform.claude.com/docs/en/models/mythos-5-1/overview', pricing: 'https://platform.claude.com/docs/en/models/mythos-5-1/overview', lastVerified: '2026-09-04' },
features: {
reasoning: true, reasoningEfforts: ['low', 'medium', 'high', 'xhigh', 'max'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, extendedThinking: true, batchAPI: true, promptCaching: true,
parameters: { temperature: false, topP: false, topK: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 1_000_000, text: true, image: true, cpm: 10, cpmCached: 0.25 },
output: { tokens: 128_000, text: true, cpm: 50 },
pricing: {
text: { input: 10, cachedInput: 0.25, cacheWrite: 12.5, output: 50 },
processingMultipliers: { batch: 0.5 },
},
},
}| - | |'claude-opus-5'|{
name: 'claude-opus-5',
provider: Vendor.Anthropic,
description: 'Frontier Claude model for complex agentic coding and enterprise work; adaptive thinking is enabled by default',
isActive: true,
lifecycle: 'legacy',
availability: 'public',
replacementModel: 'claude-opus-5-5',
endpoints: ['messages', 'batch'],
releaseDate: '2026-07-24',
knowledgeCutoff: '2026-05-01',
sources: { documentation: 'https://platform.claude.com/docs/en/models/opus-5/overview', pricing: 'https://platform.claude.com/docs/en/models/opus-5/overview', lastVerified: '2026-09-04' },
features: {
reasoning: true, reasoningEfforts: ['low', 'medium', 'high', 'xhigh', 'max'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, extendedThinking: true, batchAPI: true, promptCaching: true,
parameters: { temperature: false, topP: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 1000000, text: true, image: true, cpm: 5, cpmCached: 0.5 },
output: { tokens: 128000, text: true, cpm: 25 },
pricing: {
text: { input: 5, cachedInput: 0.5, cacheWrite: 6.25, output: 25 },
processingMultipliers: { batch: 0.5, fast: 2 },
},
},
}| - | |'claude-mythos-5'|{
name: 'claude-mythos-5',
provider: Vendor.Anthropic,
description: 'Limited-release counterpart to Claude Fable 5 without its safety classifiers; always-on adaptive thinking',
isActive: true,
lifecycle: 'legacy',
availability: 'invite_only',
replacementModel: 'claude-mythos-5-1',
endpoints: ['messages', 'batch'],
releaseDate: '2026-06-09',
knowledgeCutoff: '2026-01-01',
sources: { documentation: 'https://platform.claude.com/docs/en/models/mythos-5/overview', pricing: 'https://platform.claude.com/docs/en/models/mythos-5/overview', lastVerified: '2026-09-04' },
features: {
reasoning: true, reasoningEfforts: ['low', 'medium', 'high', 'xhigh', 'max'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, extendedThinking: true, batchAPI: true, promptCaching: true,
parameters: { temperature: false, topP: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 1000000, text: true, image: true, cpm: 10, cpmCached: 1 },
output: { tokens: 128000, text: true, cpm: 50 },
pricing: {
text: { input: 10, cachedInput: 1, cacheWrite: 12.5, output: 50 },
processingMultipliers: { batch: 0.5 },
},
},
}| - | |'claude-opus-4-8'|{
name: 'claude-opus-4-8',
provider: Vendor.Anthropic,
description: 'Previous-generation active Opus model for autonomous long-horizon agentic work, knowledge work, and memory. 1M context, 128K output, adaptive thinking (low/medium/high/xhigh/max effort), high-resolution vision. Does not accept temperature.',
isActive: true,
lifecycle: 'active',
availability: 'public',
endpoints: ['messages', 'batch'],
releaseDate: '2026-05-01',
knowledgeCutoff: '2026-01-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
extendedThinking: true,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
},
input: {
tokens: 1000000,
text: true,
image: true,
cpm: 5,
cpmCached: 0.5,
},
output: {
tokens: 128000,
text: true,
cpm: 25,
},
},
}| - | |'claude-sonnet-5'|{
name: 'claude-sonnet-5',
provider: Vendor.Anthropic,
description: 'Best combination of speed and intelligence; near-Opus quality on coding and agentic work. 1M context, 128K output, adaptive thinking on by default (low/medium/high/xhigh/max effort), high-resolution vision. New tokenizer. Does not accept temperature.',
isActive: true,
lifecycle: 'legacy',
availability: 'public',
endpoints: ['messages', 'batch'],
replacementModel: 'claude-sonnet-5-5',
releaseDate: '2026-06-30',
knowledgeCutoff: '2026-01-01',
sources: { documentation: 'https://platform.claude.com/docs/en/models/sonnet-5/overview', pricing: 'https://platform.claude.com/docs/en/models/sonnet-5/overview', lastVerified: '2026-09-04' },
features: {
reasoning: true,
reasoningEfforts: ['low', 'medium', 'high', 'xhigh', 'max'],
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
extendedThinking: true,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
},
input: {
tokens: 1000000,
text: true,
image: true,
cpm: 2,
cpmCached: 0.2,
},
output: {
tokens: 128000,
text: true,
cpm: 10,
},
pricing: {
text: { input: 2, cachedInput: 0.2, cacheWrite: 2.5, output: 10 },
processingMultipliers: { batch: 0.5 },
},
},
}| - | |'claude-fable-5'|{
name: 'claude-fable-5',
provider: Vendor.Anthropic,
description: 'Legacy Fable model for demanding reasoning and long-horizon agentic work. 1M context, 128K output, thinking always on (raw chain of thought never returned). Does not accept temperature. Requires 30-day data retention.',
isActive: true,
lifecycle: 'legacy',
availability: 'public',
replacementModel: 'claude-fable-5-1',
endpoints: ['messages', 'batch'],
releaseDate: '2026-06-09',
knowledgeCutoff: '2026-01-01',
sources: { documentation: 'https://platform.claude.com/docs/en/models/fable-5/overview', pricing: 'https://platform.claude.com/docs/en/models/fable-5/overview', lastVerified: '2026-09-04' },
features: {
reasoning: true,
reasoningEfforts: ['low', 'medium', 'high', 'xhigh', 'max'],
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
extendedThinking: true,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
},
input: {
tokens: 1000000,
text: true,
image: true,
cpm: 10,
cpmCached: 1,
},
output: {
tokens: 128000,
text: true,
cpm: 50,
},
},
}| - | |'claude-opus-4-7'|{
name: 'claude-opus-4-7',
provider: Vendor.Anthropic,
description: 'Legacy Opus 4.7. Superseded by Opus 4.8. Complex reasoning and agentic coding. 1M context, 128K output, adaptive thinking with xhigh effort level, high-resolution vision (2576px). New tokenizer. Does not accept temperature.',
isActive: true,
releaseDate: '2026-04-16',
knowledgeCutoff: '2026-01-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
extendedThinking: false,
batchAPI: true,
promptCaching: true,
parameters: {
temperature: false,
},
input: {
tokens: 1000000,
text: true,
image: true,
cpm: 5,
cpmCached: 0.5,
},
output: {
tokens: 128000,
text: true,
cpm: 25,
},
},
}| - | |'claude-opus-4-6'|{
name: 'claude-opus-4-6',
provider: Vendor.Anthropic,
description: 'Legacy Opus 4.6. Superseded by Opus 4.7. 128K output, adaptive thinking',
isActive: true,
releaseDate: '2026-02-01',
knowledgeCutoff: '2025-05-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
extendedThinking: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 1000000,
text: true,
image: true,
cpm: 5,
cpmCached: 0.5,
},
output: {
tokens: 128000,
text: true,
cpm: 25,
},
},
}| - | |'claude-sonnet-4-6'|{
name: 'claude-sonnet-4-6',
provider: Vendor.Anthropic,
description: 'Legacy Sonnet 4.6. Superseded by Sonnet 5. Adaptive thinking, 1M context',
isActive: true,
releaseDate: '2026-02-01',
knowledgeCutoff: '2025-08-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
extendedThinking: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 1000000,
text: true,
image: true,
cpm: 3,
cpmCached: 0.3,
},
output: {
tokens: 64000,
text: true,
cpm: 15,
},
},
}| - | |'claude-opus-4-5-20251101'|{
name: 'claude-opus-4-5-20251101',
provider: Vendor.Anthropic,
description: 'Legacy Opus 4.5. Premium model combining maximum intelligence with practical performance',
isActive: true,
releaseDate: '2025-11-01',
knowledgeCutoff: '2025-05-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
extendedThinking: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 200000,
text: true,
image: true,
cpm: 5,
cpmCached: 0.5,
},
output: {
tokens: 64000,
text: true,
cpm: 25,
},
},
}| - | |'claude-sonnet-4-5-20250929'|{
name: 'claude-sonnet-4-5-20250929',
provider: Vendor.Anthropic,
description: 'Legacy Sonnet 4.5. Smart model for complex agents and coding',
isActive: true,
releaseDate: '2025-09-29',
knowledgeCutoff: '2025-01-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
extendedThinking: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 200000, // 1M with beta header
text: true,
image: true,
cpm: 3,
cpmCached: 0.3,
},
output: {
tokens: 64000,
text: true,
cpm: 15,
},
},
}| - | |'claude-haiku-4-5-20251001'|{
name: 'claude-haiku-4-5-20251001',
provider: Vendor.Anthropic,
description: 'Fastest model with near-frontier intelligence. Matches Sonnet 4 on coding',
isActive: true,
releaseDate: '2025-10-01',
knowledgeCutoff: '2025-02-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
extendedThinking: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 200000,
text: true,
image: true,
cpm: 1,
cpmCached: 0.1,
},
output: {
tokens: 64000,
text: true,
cpm: 5,
},
},
}| - | |'claude-opus-4-1-20250805'|{
name: 'claude-opus-4-1-20250805',
provider: Vendor.Anthropic,
description: 'Legacy Opus 4.1 focused on agentic tasks, real-world coding, and reasoning',
isActive: false,
lifecycle: 'retired',
retirementDate: '2026-08-05',
replacementModel: 'claude-opus-4-8',
releaseDate: '2025-08-05',
knowledgeCutoff: '2025-01-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
extendedThinking: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 200000,
text: true,
image: true,
cpm: 15,
cpmCached: 1.5,
},
output: {
tokens: 32000,
text: true,
cpm: 75,
},
},
}| - | |'claude-opus-4-20250514'|{
name: 'claude-opus-4-20250514',
provider: Vendor.Anthropic,
description: 'Legacy Opus 4. Agentic tasks and reasoning',
isActive: false,
lifecycle: 'retired',
retirementDate: '2026-06-15',
replacementModel: 'claude-opus-4-8',
releaseDate: '2025-05-14',
knowledgeCutoff: '2025-01-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
extendedThinking: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 200000,
text: true,
image: true,
cpm: 15,
cpmCached: 1.5,
},
output: {
tokens: 32000,
text: true,
cpm: 75,
},
},
}| - | |'claude-sonnet-4-20250514'|{
name: 'claude-sonnet-4-20250514',
provider: Vendor.Anthropic,
description: 'Legacy Sonnet 4. Supports 1M context beta',
isActive: false,
lifecycle: 'retired',
retirementDate: '2026-06-15',
replacementModel: 'claude-sonnet-4-6',
releaseDate: '2025-05-14',
knowledgeCutoff: '2025-01-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
extendedThinking: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 200000, // 1M with beta header
text: true,
image: true,
cpm: 3,
cpmCached: 0.3,
},
output: {
tokens: 64000,
text: true,
cpm: 15,
},
},
}| - | |'claude-3-7-sonnet-20250219'|{
name: 'claude-3-7-sonnet-20250219',
provider: Vendor.Anthropic,
description: 'Deprecated. Claude 3.7 Sonnet with extended thinking',
isActive: false,
lifecycle: 'retired',
retirementDate: '2026-02-19',
replacementModel: 'claude-sonnet-4-6',
releaseDate: '2025-02-19',
knowledgeCutoff: '2024-10-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
extendedThinking: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 200000,
text: true,
image: true,
cpm: 3,
cpmCached: 0.3,
},
output: {
tokens: 64000,
text: true,
cpm: 15,
},
},
}| - | |'gemini-3.8-live'|{
name: 'gemini-3.8-live',
provider: Vendor.Google,
description: 'Default low-latency Gemini audio-to-audio model with interleaved reasoning and asynchronous function calling',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
endpoints: ['live'],
releaseDate: '2026-09-15',
sources: { documentation: 'https://ai.google.dev/gemini-api/docs/models/gemini-3.8-live', pricing: 'https://ai.google.dev/gemini-api/docs/pricing', lastVerified: '2026-10-07' },
features: {
reasoning: true, streaming: true, structuredOutput: false, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: true, vision: true,
audio: true, video: true, batchAPI: false, promptCaching: false,
parameters: { temperature: true, topP: true, topK: true, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 131_072, text: true, image: true, audio: true, video: true, cpm: 0.75 },
output: { tokens: 65_536, text: true, audio: true, cpm: 4.5 },
pricing: {
text: { input: 0.75, output: 4.5 },
audio: { input: 3, output: 12 },
image: { input: 1 },
},
},
}| - | |'gemini-3.8-live-extended-thinking'|{
name: 'gemini-3.8-live-extended-thinking',
provider: Vendor.Google,
description: 'High-reasoning Gemini audio-to-audio model with background reasoning and asynchronous tool execution',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
endpoints: ['live'],
releaseDate: '2026-09-15',
sources: { documentation: 'https://ai.google.dev/gemini-api/docs/models/gemini-3.8-live-extended-thinking', pricing: 'https://ai.google.dev/gemini-api/docs/pricing', lastVerified: '2026-10-07' },
features: {
reasoning: true, reasoningEfforts: ['low', 'medium', 'high'],
streaming: true, structuredOutput: false, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: true, vision: true,
audio: true, video: true, batchAPI: false, promptCaching: false,
parameters: { temperature: true, topP: true, topK: true, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 131_072, text: true, image: true, audio: true, video: true, cpm: 0.75 },
output: { tokens: 65_536, text: true, audio: true, cpm: 4.5 },
pricing: {
text: { input: 0.75, output: 4.5 },
audio: { input: 3, output: 12 },
image: { input: 1 },
},
},
}| - | |'gemini-3.8-flash'|{
name: 'gemini-3.8-flash',
provider: Vendor.Google,
description: 'Google's most intelligent Flash model for long-horizon software engineering, autonomous agents, and complex enterprise workflows',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
endpoints: ['generate_content', 'interactions', 'batch'],
releaseDate: '2026-09-02',
sources: { documentation: 'https://ai.google.dev/gemini-api/docs/models/gemini-3.8-flash', pricing: 'https://ai.google.dev/gemini-api/docs/pricing', lastVerified: '2026-09-04' },
features: {
reasoning: true, reasoningEfforts: ['low', 'medium', 'high'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: true, video: true, batchAPI: true, promptCaching: true,
parameters: { temperature: true, topP: true, topK: true, frequencyPenalty: false, presencePenalty: false },
deprecatedParameters: ['temperature', 'topP', 'topK'],
input: { tokens: 1_048_576, text: true, image: true, audio: true, video: true, cpm: 0.75, cpmCached: 0.075 },
output: { tokens: 65_536, text: true, cpm: 3.75 },
pricing: {
text: { input: 0.75, cachedInput: 0.075, output: 3.75 },
processingMultipliers: { batch: 0.5, flex: 0.5, priority: 1.8 },
},
},
}| - | |'gemini-3.7-flash'|{
name: 'gemini-3.7-flash',
provider: Vendor.Google,
description: 'Previous-generation production Gemini Flash model for agentic workflows and multimodal reasoning',
isActive: true,
lifecycle: 'active',
availability: 'public',
endpoints: ['generate_content', 'interactions', 'batch'],
releaseDate: '2026-08-13',
knowledgeCutoff: '2026-01-01',
sources: { documentation: 'https://ai.google.dev/gemini-api/docs/models/gemini-3.7-flash', pricing: 'https://ai.google.dev/gemini-api/docs/pricing', lastVerified: '2026-09-04' },
features: {
reasoning: true, streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: true, video: true, batchAPI: true, promptCaching: true,
parameters: { temperature: true, topP: true, topK: true, frequencyPenalty: false, presencePenalty: false },
deprecatedParameters: ['temperature', 'topP', 'topK'],
input: { tokens: 1_048_576, text: true, image: true, audio: true, video: true, cpm: 0.75, cpmCached: 0.075 },
output: { tokens: 65_536, text: true, cpm: 3.75 },
pricing: {
text: { input: 0.75, cachedInput: 0.075, output: 3.75 },
processingMultipliers: { batch: 0.5, flex: 0.5, priority: 1.8 },
},
},
}| - | |'gemini-3.6-flash'|{
name: 'gemini-3.6-flash',
provider: Vendor.Google,
description: 'Current production Gemini Flash model for agentic, coding, spatial, and multimodal work',
isActive: true,
lifecycle: 'active',
availability: 'public',
endpoints: ['generate_content', 'interactions', 'batch'],
releaseDate: '2026-07-21',
knowledgeCutoff: '2026-01-01',
sources: { documentation: 'https://ai.google.dev/gemini-api/docs/models/gemini-3.6-flash', pricing: 'https://ai.google.dev/gemini-api/docs/pricing', lastVerified: '2026-08-30' },
features: {
reasoning: true, streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: true, video: true, batchAPI: true, promptCaching: true,
parameters: { temperature: true, topP: true, topK: true, frequencyPenalty: false, presencePenalty: false },
deprecatedParameters: ['temperature', 'topP', 'topK'],
input: { tokens: 1048576, text: true, image: true, audio: true, video: true, cpm: 1.5, cpmCached: 0.15 },
output: { tokens: 65536, text: true, cpm: 7.5 },
pricing: {
text: { input: 1.5, cachedInput: 0.15, output: 7.5 },
processingMultipliers: { batch: 0.5, flex: 0.5, priority: 1.8 },
},
},
}| - | |'gemini-3.5-flash'|{
name: 'gemini-3.5-flash',
provider: Vendor.Google,
description: 'High-capability Gemini Flash model for multimodal and agentic production workloads',
isActive: true,
lifecycle: 'active',
availability: 'public',
aliases: ['gemini-flash-latest'],
endpoints: ['generate_content', 'interactions', 'batch'],
releaseDate: '2026-05-01',
knowledgeCutoff: '2026-01-01',
sources: { documentation: 'https://ai.google.dev/gemini-api/docs/models/gemini-3.5-flash', pricing: 'https://ai.google.dev/gemini-api/docs/pricing', lastVerified: '2026-08-30' },
features: {
reasoning: true, streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: true, video: true, batchAPI: true, promptCaching: true,
parameters: { temperature: true, topP: true, topK: true, frequencyPenalty: false, presencePenalty: false },
deprecatedParameters: ['temperature', 'topP', 'topK'],
input: { tokens: 1048576, text: true, image: true, audio: true, video: true, cpm: 1.5, cpmCached: 0.15 },
output: { tokens: 65536, text: true, cpm: 9 },
pricing: {
text: { input: 1.5, cachedInput: 0.15, output: 9 },
processingMultipliers: { batch: 0.5, flex: 0.5, priority: 1.8 },
},
},
}| - | |'gemini-3.5-flash-lite'|{
name: 'gemini-3.5-flash-lite',
provider: Vendor.Google,
description: 'Current low-latency production model for high-throughput subagents and extraction',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
aliases: ['gemini-flash-lite-latest'],
endpoints: ['generate_content', 'interactions', 'batch'],
releaseDate: '2026-07-21',
knowledgeCutoff: '2026-01-01',
sources: { documentation: 'https://ai.google.dev/gemini-api/docs/models/gemini-3.5-flash-lite', pricing: 'https://ai.google.dev/gemini-api/docs/pricing', lastVerified: '2026-08-30' },
features: {
reasoning: true, streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: true, video: true, batchAPI: true, promptCaching: true,
parameters: { temperature: true, topP: true, topK: true, frequencyPenalty: false, presencePenalty: false },
deprecatedParameters: ['temperature', 'topP', 'topK'],
input: { tokens: 1048576, text: true, image: true, audio: true, video: true, cpm: 0.3, cpmCached: 0.03 },
output: { tokens: 65536, text: true, cpm: 2.5 },
pricing: {
text: { input: 0.3, cachedInput: 0.03, output: 2.5 },
processingMultipliers: { batch: 0.5, flex: 0.5, priority: 1.8 },
},
},
}| - | |'gemini-3.1-flash-lite'|{
name: 'gemini-3.1-flash-lite',
provider: Vendor.Google,
description: 'Stable cost-efficient Gemini 3.1 model for high-volume multimodal workloads',
isActive: true,
lifecycle: 'deprecated',
retirementDate: '2027-05-07',
replacementModel: 'gemini-3.5-flash-lite',
availability: 'public',
endpoints: ['generate_content', 'interactions', 'batch'],
releaseDate: '2026-05-25',
knowledgeCutoff: '2025-12-01',
sources: { documentation: 'https://ai.google.dev/gemini-api/docs/models/gemini-3.1-flash-lite', pricing: 'https://ai.google.dev/gemini-api/docs/pricing', lastVerified: '2026-08-30' },
features: {
reasoning: true, streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: true, video: true, batchAPI: true, promptCaching: true,
parameters: { temperature: true, topP: true, topK: true, frequencyPenalty: false, presencePenalty: false },
deprecatedParameters: ['temperature', 'topP', 'topK'],
input: { tokens: 1048576, text: true, image: true, audio: true, video: true, cpm: 0.25, cpmCached: 0.025 },
output: { tokens: 65536, text: true, cpm: 1.5 },
pricing: {
text: { input: 0.25, cachedInput: 0.025, output: 1.5 },
audio: { input: 0.5, cachedInput: 0.05, output: 1.5 },
processingMultipliers: { batch: 0.5, flex: 0.5, priority: 1.8 },
},
},
}| - | |'gemini-3.1-pro-preview'|{
name: 'gemini-3.1-pro-preview',
provider: Vendor.Google,
description: 'Advanced intelligence with powerful agentic and coding capabilities. Replaces gemini-3-pro-preview',
isActive: true,
preferred: true,
releaseDate: '2026-02-01',
knowledgeCutoff: '2025-01-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: true,
video: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 1048576,
text: true,
image: true,
audio: true,
video: true,
cpm: 2.00,
cpmCached: 0.20,
},
output: {
tokens: 65536,
text: true,
cpm: 12.00,
},
},
}| - | |'gemini-3.1-flash-lite-preview'|{
name: 'gemini-3.1-flash-lite-preview',
provider: Vendor.Google,
description: 'High performance, budget-friendly for high-volume agentic tasks and data extraction',
isActive: false,
lifecycle: 'retired',
retirementDate: '2026-05-25',
replacementModel: 'gemini-3.5-flash-lite',
releaseDate: '2026-03-01',
knowledgeCutoff: '2025-01-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: true,
video: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 1048576,
text: true,
image: true,
audio: true,
video: true,
cpm: 0.25,
},
output: {
tokens: 65536,
text: true,
cpm: 1.50,
},
},
}| - | |'gemini-3.1-flash-image-preview'|{
name: 'gemini-3.1-flash-image-preview',
provider: Vendor.Google,
description: 'High-efficiency image generation with up to 4K output, search grounding support',
isActive: false,
lifecycle: 'retired',
retirementDate: '2026-06-25',
replacementModel: 'gemini-3.1-flash-image',
releaseDate: '2026-02-01',
knowledgeCutoff: '2025-01-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: false,
functionCalling: false,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: false,
input: {
tokens: 131072,
text: true,
image: true,
cpm: 0.25,
},
output: {
tokens: 32768,
text: true,
image: true,
cpm: 1.50,
},
},
}| - | |'gemini-3.1-flash-live-preview'|{
name: 'gemini-3.1-flash-live-preview',
provider: Vendor.Google,
description: 'Low-latency Live API model for real-time audio dialogue with multimodal awareness',
isActive: true,
lifecycle: 'legacy',
availability: 'public',
replacementModel: 'gemini-3.8-live',
endpoints: ['live'],
releaseDate: '2026-03-01',
knowledgeCutoff: '2025-01-01',
sources: { documentation: 'https://ai.google.dev/gemini-api/docs/models/gemini-3.1-flash-live-preview', pricing: 'https://ai.google.dev/gemini-api/docs/pricing', lastVerified: '2026-10-07' },
features: {
reasoning: true,
streaming: true,
structuredOutput: false,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: true,
vision: true,
audio: true,
video: true,
batchAPI: false,
promptCaching: false,
input: {
tokens: 131072,
text: true,
image: true,
audio: true,
video: true,
cpm: 0.75,
},
output: {
tokens: 65536,
text: true,
audio: true,
cpm: 4.50,
},
},
}| - | |'gemini-3-flash-preview'|{
name: 'gemini-3-flash-preview',
provider: Vendor.Google,
description: 'Most powerful agentic and coding model with frontier-class reasoning',
isActive: true,
preferred: true,
releaseDate: '2025-12-01',
knowledgeCutoff: '2025-01-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: true,
video: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 1048576,
text: true,
image: true,
audio: true,
video: true,
cpm: 0.50,
cpmCached: 0.05,
},
output: {
tokens: 65536,
text: true,
cpm: 3.00,
},
},
}| - | |'gemini-3-pro-image-preview'|{
name: 'gemini-3-pro-image-preview',
provider: Vendor.Google,
description: 'Nano Banana Pro — state-of-the-art native image generation and editing with reasoning',
isActive: false,
lifecycle: 'retired',
retirementDate: '2026-06-25',
replacementModel: 'gemini-3-pro-image',
releaseDate: '2025-11-18',
knowledgeCutoff: '2025-01-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: false,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: false,
input: {
tokens: 65536,
text: true,
image: true,
cpm: 1.25,
},
output: {
tokens: 32768,
text: true,
image: true,
cpm: 10,
},
},
}| - | |'gemini-2.5-pro'|{
name: 'gemini-2.5-pro',
provider: Vendor.Google,
description: 'Most advanced model for complex tasks with deep reasoning and coding',
isActive: true,
releaseDate: '2025-03-01',
knowledgeCutoff: '2025-01-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: true,
video: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 1048576,
text: true,
image: true,
audio: true,
video: true,
cpm: 1.25,
cpmCached: 0.125,
},
output: {
tokens: 65536,
text: true,
cpm: 10,
},
},
}| - | |'gemini-2.5-flash'|{
name: 'gemini-2.5-flash',
provider: Vendor.Google,
description: 'Best price-performance for low-latency, high-volume tasks with reasoning',
isActive: true,
releaseDate: '2025-06-17',
knowledgeCutoff: '2025-01-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: true,
video: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 1048576,
text: true,
image: true,
audio: true,
video: true,
cpm: 0.30,
cpmCached: 0.03,
},
output: {
tokens: 65536,
text: true,
cpm: 2.50,
},
},
}| - | |'gemini-2.5-flash-lite'|{
name: 'gemini-2.5-flash-lite',
provider: Vendor.Google,
description: 'Fastest and most budget-friendly multimodal model in the 2.5 family',
isActive: true,
releaseDate: '2025-06-17',
knowledgeCutoff: '2025-01-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: true,
video: true,
batchAPI: true,
promptCaching: true,
input: {
tokens: 1048576,
text: true,
image: true,
audio: true,
video: true,
cpm: 0.10,
},
output: {
tokens: 65536,
text: true,
cpm: 0.40,
},
},
}| - | |'gemini-2.5-flash-image'|{
name: 'gemini-2.5-flash-image',
provider: Vendor.Google,
description: 'Fast native image generation and editing (Nano Banana)',
isActive: true,
releaseDate: '2025-10-01',
knowledgeCutoff: '2025-06-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: false,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
input: {
tokens: 65536,
text: true,
image: true,
cpm: 0.15,
},
output: {
tokens: 32768,
text: true,
image: true,
cpm: 0.6,
},
},
}| - | |'grok-4.7'|{
name: 'grok-4.7',
provider: Vendor.Grok,
description: 'Latest xAI frontier reasoning model with a 500K context window and native agent tools',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
endpoints: ['responses'],
releaseDate: '2026-09-21',
knowledgeCutoff: '2026-05-01',
sources: { documentation: 'https://docs.x.ai/developers/grok-4-7', pricing: 'https://docs.x.ai/developers/pricing', lastVerified: '2026-10-07' },
features: {
reasoning: true, reasoningEfforts: ['low', 'medium', 'high', 'xhigh'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: false, promptCaching: true,
nativeTools: ['web_search', 'x_search', 'code_execution'],
parameters: { temperature: true, topP: true, frequencyPenalty: true, presencePenalty: true },
input: { tokens: 500_000, text: true, image: true, cpm: 2, cpmCached: 0.5 },
output: { tokens: null, text: true, cpm: 6 },
pricing: {
text: {
input: 2, cachedInput: 0.5, output: 6,
longContext: { thresholdTokens: 200_000, input: 4, cachedInput: 1, output: 12 },
},
},
},
}| - | |'grok-4.6'|{
name: 'grok-4.6',
provider: Vendor.Grok,
description: 'Latest xAI frontier model for coding, agentic tasks, and knowledge work',
isActive: true,
lifecycle: 'active',
availability: 'public',
endpoints: ['responses', 'chat_completions'],
releaseDate: '2026-08-12',
knowledgeCutoff: '2026-02-01',
sources: { documentation: 'https://docs.x.ai/developers/grok-4-6', pricing: 'https://docs.x.ai/developers/pricing', lastVerified: '2026-09-04' },
features: {
reasoning: true, reasoningEfforts: ['low', 'medium', 'high', 'xhigh'],
streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: false, promptCaching: true,
parameters: { temperature: true, topP: true, frequencyPenalty: true, presencePenalty: true },
input: { tokens: 500_000, text: true, image: true, cpm: 2, cpmCached: 0.5 },
output: { tokens: null, text: true, cpm: 6 },
pricing: {
text: {
input: 2, cachedInput: 0.5, output: 6,
longContext: { thresholdTokens: 200_000, input: 4, cachedInput: 1, output: 12 },
},
},
},
}| - | |'grok-4.5'|{
name: 'grok-4.5',
provider: Vendor.Grok,
description: 'Previous-generation xAI reasoning model for agents, coding, and multimodal tasks',
isActive: true,
lifecycle: 'active',
availability: 'public',
endpoints: ['responses', 'chat_completions', 'messages', 'completions'],
releaseDate: '2026-06-01',
knowledgeCutoff: '2026-02-01',
sources: { documentation: 'https://docs.x.ai/developers/models/grok-4.5', pricing: 'https://docs.x.ai/developers/pricing', lastVerified: '2026-08-30' },
features: {
reasoning: true, streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: true, promptCaching: true,
parameters: { temperature: true, topP: true, frequencyPenalty: true, presencePenalty: true },
input: { tokens: 500000, text: true, image: true, cpm: 2, cpmCached: 0.3 },
output: { tokens: 65536, text: true, cpm: 6 },
pricing: {
text: {
input: 2, cachedInput: 0.3, output: 6,
longContext: { thresholdTokens: 200000, input: 4, cachedInput: 0.6, output: 12 },
},
},
},
}| - | |'grok-4.3'|{
name: 'grok-4.3',
provider: Vendor.Grok,
description: 'Production xAI model with a 1M-token context window and native agent tools',
isActive: true,
lifecycle: 'active',
availability: 'public',
endpoints: ['responses', 'chat_completions', 'messages'],
releaseDate: '2026-05-15',
knowledgeCutoff: '2026-02-01',
sources: { documentation: 'https://docs.x.ai/developers/models/grok-4.3', pricing: 'https://docs.x.ai/developers/pricing', lastVerified: '2026-08-30' },
features: {
reasoning: true, streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: true, promptCaching: true,
parameters: { temperature: true, topP: true, frequencyPenalty: true, presencePenalty: true },
input: { tokens: 1000000, text: true, image: true, cpm: 1.25, cpmCached: 0.2 },
output: { tokens: 65536, text: true, cpm: 2.5 },
pricing: {
text: {
input: 1.25, cachedInput: 0.2, output: 2.5,
longContext: { thresholdTokens: 200000, input: 2.5, cachedInput: 0.4, output: 5 },
},
},
},
}| - | |'grok-build-0.1'|{
name: 'grok-build-0.1',
provider: Vendor.Grok,
description: 'Specialized xAI software-building model for repository-scale coding agents',
isActive: true,
lifecycle: 'active',
availability: 'public',
endpoints: ['responses'],
releaseDate: '2026-05-01',
knowledgeCutoff: '2026-02-01',
sources: { documentation: 'https://docs.x.ai/developers/models/grok-build-0.1', pricing: 'https://docs.x.ai/developers/pricing', lastVerified: '2026-08-30' },
features: {
reasoning: true, streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: true,
audio: false, video: false, batchAPI: false, promptCaching: true,
parameters: { temperature: false, topP: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: 256000, text: true, image: true, cpm: 1, cpmCached: 0.2 },
output: { tokens: 65536, text: true, cpm: 2 },
pricing: {
text: {
input: 1, cachedInput: 0.2, output: 2,
longContext: { thresholdTokens: 200000, input: 2, cachedInput: 0.4, output: 4 },
},
},
},
}| - | |'grok-voice-think-fast-2.0'|{
name: 'grok-voice-think-fast-2.0',
provider: Vendor.Grok,
description: 'Current xAI speech-to-speech reasoning model for low-latency voice agents',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
aliases: ['grok-voice-latest'],
endpoints: ['realtime'],
releaseDate: '2026-07-29',
sources: { documentation: 'https://docs.x.ai/developers/models/voice-agent-api', pricing: 'https://docs.x.ai/developers/pricing', lastVerified: '2026-08-30' },
voices: XAI_VOICES,
features: {
reasoning: true, streaming: true, structuredOutput: false, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: true, vision: false,
audio: true, video: false, batchAPI: false, promptCaching: false,
parameters: { temperature: false, topP: false, topK: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: null, text: true, audio: true, cpm: 0 },
output: { tokens: null, text: true, audio: true, cpm: 0 },
pricing: { audioDurationPerMinute: 0.05, textInputPerMessage: 0.004 },
},
}| - | |'grok-voice-think-fast-1.0'|{
name: 'grok-voice-think-fast-1.0',
provider: Vendor.Grok,
description: 'Deprecated first-generation xAI reasoning voice model',
isActive: true,
lifecycle: 'deprecated',
availability: 'public',
endpoints: ['realtime'],
replacementModel: 'grok-voice-think-fast-2.0',
voices: XAI_VOICES,
features: {
reasoning: true, streaming: true, structuredOutput: false, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: true, vision: false,
audio: true, video: false, batchAPI: false, promptCaching: false,
parameters: { temperature: false, topP: false, topK: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: null, text: true, audio: true, cpm: 0 },
output: { tokens: null, text: true, audio: true, cpm: 0 },
pricing: { audioDurationPerMinute: 0.05, textInputPerMessage: 0.004 },
},
}| - | |'grok-voice-fast-1.0'|{
name: 'grok-voice-fast-1.0',
provider: Vendor.Grok,
description: 'Deprecated first-generation xAI voice-agent model',
isActive: true,
lifecycle: 'deprecated',
availability: 'public',
endpoints: ['realtime'],
replacementModel: 'grok-voice-think-fast-2.0',
voices: XAI_VOICES,
features: {
reasoning: false, streaming: true, structuredOutput: false, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: true, vision: false,
audio: true, video: false, batchAPI: false, promptCaching: false,
parameters: { temperature: false, topP: false, topK: false, frequencyPenalty: false, presencePenalty: false },
input: { tokens: null, text: true, audio: true, cpm: 0 },
output: { tokens: null, text: true, audio: true, cpm: 0 },
pricing: { audioDurationPerMinute: 0.05, textInputPerMessage: 0.004 },
},
}| - | |'grok-4.20-0309-reasoning'|{
name: 'grok-4.20-0309-reasoning',
provider: Vendor.Grok,
description: 'Grok 4.20 reasoning model with a 1M-token context window and vision support',
isActive: true,
releaseDate: '2026-03-09',
knowledgeCutoff: '2024-11-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
input: {
tokens: 1000000,
text: true,
image: true,
cpm: 1.25,
cpmCached: 0.20,
},
output: {
tokens: 65536,
text: true,
cpm: 2.50,
},
pricing: {
text: {
input: 1.25, cachedInput: 0.20, output: 2.50,
longContext: { thresholdTokens: 200000, input: 2.50, cachedInput: 0.40, output: 5.00 },
},
},
},
}| - | |'grok-4.20-0309-non-reasoning'|{
name: 'grok-4.20-0309-non-reasoning',
provider: Vendor.Grok,
description: 'Grok 4.20 non-reasoning model with a 1M-token context window and vision support',
isActive: true,
releaseDate: '2026-03-09',
knowledgeCutoff: '2024-11-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
input: {
tokens: 1000000,
text: true,
image: true,
cpm: 1.25,
cpmCached: 0.20,
},
output: {
tokens: 65536,
text: true,
cpm: 2.50,
},
pricing: {
text: {
input: 1.25, cachedInput: 0.20, output: 2.50,
longContext: { thresholdTokens: 200000, input: 2.50, cachedInput: 0.40, output: 5.00 },
},
},
},
}| - | |'grok-4.20-multi-agent-0309'|{
name: 'grok-4.20-multi-agent-0309',
provider: Vendor.Grok,
description: 'Grok 4.20 optimized for multi-agent workflows with a 1M-token context window',
isActive: true,
releaseDate: '2026-03-09',
knowledgeCutoff: '2024-11-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
input: {
tokens: 1000000,
text: true,
image: true,
cpm: 1.25,
cpmCached: 0.20,
},
output: {
tokens: 65536,
text: true,
cpm: 2.50,
},
pricing: {
text: {
input: 1.25, cachedInput: 0.20, output: 2.50,
longContext: { thresholdTokens: 200000, input: 2.50, cachedInput: 0.40, output: 5.00 },
},
},
},
}| - | |'grok-4-1-fast-reasoning'|{
name: 'grok-4-1-fast-reasoning',
provider: Vendor.Grok,
description: 'Fast Grok 4.1 with reasoning, 2M context, vision support',
isActive: false,
lifecycle: 'retired',
retirementDate: '2026-05-15',
replacementModel: 'grok-4.3',
releaseDate: '2025-11-01',
knowledgeCutoff: '2024-11-01',
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
input: {
tokens: 2000000,
text: true,
image: true,
cpm: 0.20,
},
output: {
tokens: 65536,
text: true,
cpm: 0.50,
},
},
}| - | |'grok-4-1-fast-non-reasoning'|{
name: 'grok-4-1-fast-non-reasoning',
provider: Vendor.Grok,
description: 'Fast Grok 4.1 without reasoning, 2M context, vision support',
isActive: false,
lifecycle: 'retired',
retirementDate: '2026-05-15',
replacementModel: 'grok-4.3',
releaseDate: '2025-11-01',
knowledgeCutoff: '2024-11-01',
features: {
reasoning: false,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: true,
promptCaching: true,
input: {
tokens: 2000000,
text: true,
image: true,
cpm: 0.20,
},
output: {
tokens: 65536,
text: true,
cpm: 0.50,
},
},
}| - | |'deepseek-v4-flash'|{
name: 'deepseek-v4-flash',
provider: Vendor.DeepSeek,
description: 'DeepSeek V4 Flash reasoning model with first-party Responses and Chat Completions support',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
endpoints: ['responses', 'chat_completions', 'messages'],
releaseDate: '2026-04-24',
sources: {
documentation: 'https://api-docs.deepseek.com/quick_start/pricing/',
pricing: 'https://api-docs.deepseek.com/quick_start/pricing/',
lastVerified: '2026-08-30',
},
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: false,
audio: false,
video: false,
batchAPI: false,
promptCaching: true,
parameters: {
temperature: true,
topP: true,
frequencyPenalty: true,
presencePenalty: true,
},
input: {
tokens: 1_000_000,
text: true,
cpm: 0.44,
cpmCached: 0.014,
},
output: {
tokens: 384_000,
text: true,
cpm: 1.32,
},
pricing: {
text: { input: 0.44, cachedInput: 0.014, output: 1.32 },
processingMultipliers: { off_peak: 0.5 },
},
},
}| - | |'deepseek-v4-pro'|{
name: 'deepseek-v4-pro',
provider: Vendor.DeepSeek,
description: 'Highest-capability DeepSeek V4 reasoning model with Responses, Chat Completions, and Messages support',
isActive: true,
lifecycle: 'active',
availability: 'public',
preferred: true,
endpoints: ['responses', 'chat_completions', 'messages', 'completions'],
releaseDate: '2026-04-24',
sources: {
documentation: 'https://api-docs.deepseek.com/quick_start/pricing/',
pricing: 'https://api-docs.deepseek.com/quick_start/pricing/',
lastVerified: '2026-08-30',
},
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: false,
audio: false,
video: false,
batchAPI: false,
promptCaching: true,
parameters: {
temperature: true,
topP: true,
frequencyPenalty: true,
presencePenalty: true,
},
input: {
tokens: 1_000_000,
text: true,
cpm: 1.32,
cpmCached: 0.044,
},
output: {
tokens: 384_000,
text: true,
cpm: 3.96,
},
pricing: {
text: { input: 1.32, cachedInput: 0.044, output: 3.96 },
processingMultipliers: { off_peak: 0.5 },
},
},
}| - | |'deepseek-v4-flash-vision-exp'|{
name: 'deepseek-v4-flash-vision-exp',
provider: Vendor.DeepSeek,
description: 'Experimental DeepSeek V4 Flash variant with image understanding',
isActive: true,
lifecycle: 'preview',
availability: 'public',
endpoints: ['responses', 'chat_completions', 'messages'],
releaseDate: '2026-08-21',
sources: {
documentation: 'https://api-docs.deepseek.com/guides/vision/',
pricing: 'https://api-docs.deepseek.com/quick_start/pricing/',
lastVerified: '2026-08-30',
},
features: {
reasoning: true,
streaming: true,
structuredOutput: true,
functionCalling: true,
fineTuning: false,
predictedOutputs: false,
realtime: false,
vision: true,
audio: false,
video: false,
batchAPI: false,
promptCaching: true,
parameters: {
temperature: true,
topP: true,
frequencyPenalty: true,
presencePenalty: true,
},
input: {
tokens: 1_000_000,
text: true,
image: true,
cpm: 0.44,
cpmCached: 0.014,
},
output: {
tokens: 384_000,
text: true,
cpm: 1.32,
},
pricing: {
text: { input: 0.44, cachedInput: 0.014, output: 1.32 },
processingMultipliers: { off_peak: 0.5 },
},
},
}| - | |'deepseek-chat'|{
name: 'deepseek-chat',
provider: Vendor.DeepSeek,
description: 'Retired DeepSeek compatibility model ID',
isActive: false,
lifecycle: 'retired',
availability: 'public',
retirementDate: '2026-07-24',
replacementModel: 'deepseek-v4-flash',
endpoints: ['chat_completions'],
sources: {
documentation: 'https://api-docs.deepseek.com/updates/',
lastVerified: '2026-08-30',
},
features: {
reasoning: false, streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: false,
audio: false, video: false, batchAPI: false, promptCaching: true,
input: { tokens: 1_000_000, text: true, cpm: 0.14, cpmCached: 0.0028 },
output: { tokens: 384_000, text: true, cpm: 0.28 },
},
}| - | |'deepseek-reasoner'|{
name: 'deepseek-reasoner',
provider: Vendor.DeepSeek,
description: 'Retired DeepSeek reasoning compatibility model ID',
isActive: false,
lifecycle: 'retired',
availability: 'public',
retirementDate: '2026-07-24',
replacementModel: 'deepseek-v4-flash',
endpoints: ['chat_completions'],
sources: {
documentation: 'https://api-docs.deepseek.com/updates/',
lastVerified: '2026-08-30',
},
features: {
reasoning: true, streaming: true, structuredOutput: true, functionCalling: true,
fineTuning: false, predictedOutputs: false, realtime: false, vision: false,
audio: false, video: false, batchAPI: false, promptCaching: true,
input: { tokens: 1_000_000, text: true, cpm: 0.14, cpmCached: 0.0028 },
output: { tokens: 384_000, text: true, cpm: 0.28 },
},
}` | - |