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TokenMath.net
API Specs & DirectoryUpdated 2026-10-02 18:28 UTC

39 Tracked AI Models Across 9 Provider Ecosystems

Browse complete token specifications, input/cached/output costs, context window depths, and provider rate limit quotas across all 39 tracked models. Includes active flagships, developer reasoning tiers, and legacy reference baselines for architectural cost benchmarking.

Showing 39 of 39 tracked models
AnthropicActive Production
Claude Fable 5.1
API ID:
reasoning

Next generation intelligence for long-running autonomous agents

Input / M$10.00
Output / M$50.00
Cache Read / Write$0.25 / $12.50
Context Limit1M
Verified: 2026-10-11 07:55 UTCGenerally Available
AnthropicActive Production
Claude Opus 5
API ID:
flagship

Ideal for complex agentic coding, deep domain synthesis, and enterprise work

Input / M$5.00
Output / M$25.00
Cache Read / Write$0.50 / $6.25
Context Limit1M
Verified: 2026-10-11 07:55 UTCGenerally Available
AnthropicActive Production
Claude Sonnet 5
API ID:
flagship

High-performance frontier model for production coding and complex agents

Input / M$2.00
Output / M$10.00
Cache Read / Write$0.20 / $2.50
Context Limit1M
Verified: 2026-10-11 07:55 UTCGenerally Available
AnthropicActive Production
Claude Haiku 4.5
API ID:
budget

Fastest, most cost-efficient model for sub-second high-volume tasks

Input / M$1.00
Output / M$5.00
Cache Read / Write$0.10 / $1.25
Context Limit200k
Verified: 2026-10-11 07:55 UTCGenerally Available
OpenAIActive Production
GPT-6 Astra
API ID:
flagship

OpenAI frontier flagship omni model for autonomous tasks and deep cross-modal reasoning

Input / M$10.00
Output / M$50.00
Cache Read / Write$1.00 / $12.50
Context Limit1.05M
>272k Context: $20.00 in / $75.00 out
Verified: 2026-10-11 07:55 UTCGenerally Available (Flagship)
OpenAIActive Production
GPT-5.6 Sol
API ID:
flagship

High-capability general intelligence workhorse with promotional 2026 pricing

Input / M$4.00
Output / M$20.00
Cache Read / Write$0.40 / $5.00
Context Limit1.05M
>272k Context: $8.00 in / $30.00 out
Verified: 2026-10-11 07:55 UTCGenerally Available
OpenAIActive Production
GPT-5.6 Terra
API ID:
balanced

Balanced production model delivering top-tier performance at everyday rates

Input / M$2.00
Output / M$12.00
Cache Read / Write$0.20 / $2.50
Context Limit1.05M
Verified: 2026-10-11 07:55 UTCGenerally Available
OpenAIActive Production
GPT-5.6 Luna
API ID:
budget

Ultra-low-latency budget model engineered for high-frequency micro-tasks

Input / M$0.20
Output / M$1.20
Cache Read / Write$0.02 / $0.25
Context Limit1.05M
Verified: 2026-10-11 07:55 UTCGenerally Available
OpenAIActive Production
OpenAI o3
API ID:
reasoning

Next-generation reasoning model optimized for mathematical rigor and complex software engineering

Input / M$2.00
Output / M$8.00
Cached Input$0.50
Context Limit200k
Verified: 2026-10-11 07:55 UTCGenerally Available
OpenAIActive Production
OpenAI o3-pro
API ID:
reasoning

Maximum compute reasoning model for PhD-level research and formal theorem proving

Input / M$20.00
Output / M$80.00
Cached InputNone
Context Limit256k
Verified: 2026-10-11 07:55 UTCGenerally Available
OpenAIActive Production
OpenAI o4-mini
API ID:
reasoning

High-speed reasoning model specialized for STEM, competitive code, and analytical pipelines

Input / M$1.10
Output / M$4.40
Cached Input$0.275
Context Limit200k
Verified: 2026-10-11 07:55 UTCGenerally Available
GoogleActive Production
Gemini 3.8 Flash
API ID:
budget

Google frontier Flash model with native 1M context, sub-second latency, and multimodal video support

Input / M$0.75
Output / M$3.75
Cached Input$0.075
Context Limit1.05M
Verified: 2026-10-11 07:55 UTCGenerally Available
GooglePreview Tier
Gemini 3.1 Pro Preview
API ID:
flagship

Frontier 1.05M context Preview model with multimodal reasoning, coding depth, and tiered pricing

Input / M$2.00
Output / M$12.00
Cached Input$0.20
Context Limit1.05M
>200k Context: $4.00 in / $18.00 out
Verified: 2026-10-11 07:55 UTCPublic Preview
GoogleActive Production
Gemini 2.5 Flash-Lite
API ID:
budget

Ultra-economical 1M context model for automated high-volume bulk pipelines

Input / M$0.10
Output / M$0.40
Cached Input$0.01
Context Limit1.05M
Verified: 2026-10-11 07:55 UTCGenerally Available
DeepSeekActive Production
DeepSeek-V4.1-Flash
API ID:
balanced

Flagship 1M context architecture with tiered peak/off-peak pricing (Cache hit: $0.006/M peak, $0.003/M off-peak)

Input / M$0.30
Output / M$1.20
Cached Input$0.006
Context Limit1.05M
Off-Peak: $0.15 / $0.60 (Mon-Fri 00:00-01:00, 04:00-06:00, 10:00-24:00 UTC & All Weekends)
Verified: 2026-10-11 07:55 UTCGenerally Available
Meta / TogetherDeprecated on Together AI (Reference)Host: Together AI
Llama 4 Scout (17B Active / 109B MoE) — Together AI
API ID:
balanced

Meta open architecture with 327,680 tokens supported on Together AI serverless API endpoint (base architecture supports up to 1M context on dedicated clusters)

Input / M$0.18
Output / M$0.59
Cached InputNone
Context Limit328k
Verified: 2026-09-15 12:00 UTCDeprecated on Together AI (Reference)
Meta / TogetherDeprecated on Together AI (Reference)Host: Together AI
Llama 4 Maverick (400B) — Together AI
API ID:
flagship

Meta flagship open-weights MoE model designed for high-reasoning multimodal dialogue

Input / M$0.27
Output / M$0.85
Cached InputNone
Context Limit1M
Verified: 2026-09-12 19:48 UTCDeprecated on Together AI (Reference)
Mistral AIActive Production
Mistral Large 3
API ID:
flagship

Mistral flagship reasoning and coding model with aggressive 2026 pricing ($0.50/M in)

Input / M$0.50
Output / M$1.50
Cached Input$0.05
Context Limit256k
Verified: 2026-10-11 07:55 UTCGenerally Available
Mistral AIActive Production
Mistral Small 4
API ID:
budget

High-speed compact model delivering low-latency inference at minimal compute cost

Input / M$0.15
Output / M$0.60
Cached Input$0.015
Context Limit256k
Verified: 2026-10-11 07:55 UTCGenerally Available
xAIActive Production
Grok 4.6
API ID:
flagship

xAI flagship frontier model with 500k context, real-time reasoning, and prompt caching

Input / M$2.00
Output / M$6.00
Cached Input$0.50
Context Limit500k
>200k Context: $4.00 in / $12.00 out
Verified: 2026-10-11 07:55 UTCGenerally Available
xAILegacy Reference
Grok 2
API ID:
legacy

Second-generation multimodal frontier model from xAI; superseded by Grok 4.6

Input / M$2.00
Output / M$10.00
Cached InputNone
Context Limit128k
Verified: 2026-09-15 14:30 UTCGenerally Available
xAILegacy Reference
Grok 2 mini
API ID:
budget

High-speed compact model from xAI; superseded by current Grok 4 series

Input / M$0.20
Output / M$1.00
Cached InputNone
Context Limit128k
Verified: 2026-09-15 14:30 UTCGenerally Available
Alibaba / QwenDeprecated on Together AI (Reference)Host: Together AI
Qwen 2.5 72B Instruct — Together AI
API ID:
balanced

High-capacity 72B multilingual instruction model hosted on Together AI serverless endpoints

Input / M$0.35
Output / M$0.40
Cached Input$0.175
Context Limit128k
Verified: 2026-09-15 14:30 UTCDeprecated on Together AI (Reference)
Alibaba / QwenEndpoint Launching Soon (Not Live)Host: Together AI
Qwen 2.5 Coder 32B — Together AI
API ID:
balanced

High-efficiency open-weights coding model hosted on Together AI serverless infrastructure

Input / M$0.80
Output / M$0.80
Cached InputNone
Context Limit128k
Verified: 2026-09-15 14:30 UTCListed ($0.80/M) — Endpoint Launching Soon (Not Live)
CohereLegacy Reference
Command R+ (08-2024)
API ID:
balanced

High-capacity multilingual enterprise RAG engine; predecessor to Cohere's Command A series

Input / M$2.50
Output / M$10.00
Cached Input$0.25
Context Limit128k
Verified: 2026-09-15 14:30 UTCTracked Legacy (Predecessor to Command A)
CohereLegacy Reference
Command R (08-2024)
API ID:
budget

Fast enterprise RAG workhorse; predecessor to Cohere's Command A series

Input / M$0.15
Output / M$0.60
Cached Input$0.015
Context Limit128k
Verified: 2026-09-15 14:30 UTCTracked Production / Legacy Family
Mistral AIActive Production
Codestral (Current Generation)
API ID:
flagship

Specialized generative coding and fill-in-the-middle model fluent in 80+ programming languages

Input / M$0.30
Output / M$0.90
Cached Input$0.03
Context Limit256k
Verified: 2026-10-11 07:55 UTCGenerally Available
DeepSeekLegacy Reference
DeepSeek-V3 (Legacy API Alias)
API ID:
balanced

Predecessor 671B MoE architecture; DeepSeek routes legacy deepseek-chat requests to V4.1-Flash

Input / M$0.14
Output / M$0.28
Cached Input$0.014
Context Limit128k
Verified: 2026-09-15 15:00 UTCLegacy Reference (API Aliased)
GoogleActive Production
Gemini 2.5 Flash
API ID:
budget

High-throughput sub-second multimodal model with native 1M context at budget rates

Input / M$0.30
Output / M$2.50
Cached Input$0.03
Context Limit1.05M
Verified: 2026-10-11 07:55 UTCGenerally Available
Meta / TogetherDeprecated on Together AI (Reference)Host: Together AI
Llama 3.1 405B — Together AI
API ID:
flagship

Massive 405B dense parameter open-weights baseline; predecessor to Llama 4 family

Input / M$3.50
Output / M$3.50
Cached InputNone
Context Limit128k
Verified: 2026-09-15 15:00 UTCDeprecated on Together AI (Reference)
OpenAILegacy Reference
OpenAI o1
API ID:
reasoning

First-generation reasoning model; succeeded by OpenAI o3 and o3-pro

Input / M$15.00
Output / M$60.00
Cached Input$7.50
Context Limit200k
Verified: 2026-09-15 15:00 UTCGenerally Available
OpenAIActive Production
GPT-5.6 Mini
API ID:
balanced

High-throughput compact model for classification, extraction, and routing workloads

Input / M$0.30
Output / M$1.20
Cache Read / Write$0.03 / $0.375
Context Limit400k
Verified: 2026-10-11 07:55 UTCGenerally Available
OpenAIActive Production
OpenAI o5-mini
API ID:
reasoning

Fast mid-tier reasoning successor to o4-mini for STEM, code, and agentic pipelines

Input / M$0.80
Output / M$3.20
Cached Input$0.20
Context Limit200k
Verified: 2026-10-11 07:55 UTCGenerally Available
GoogleActive Production
Gemini 3.8 Pro
API ID:
flagship

Generally available flagship with 1M native context and tiered >200k long-context pricing

Input / M$4.00
Output / M$18.00
Cached Input$0.40
Context Limit1.05M
>200k Context: $8.00 in / $27.00 out
Verified: 2026-10-11 07:55 UTCGenerally Available
DeepSeekActive Production
DeepSeek-V4.1-Reasoner
API ID:
reasoning

Deep-thinking reasoning tier with 98% prefix-cache discount and 50% diurnal off-peak pricing

Input / M$0.28
Output / M$0.42
Cached Input$0.028
Context Limit256k
Verified: 2026-10-11 07:55 UTCGenerally Available
Meta / TogetherActive Production
Llama 4 Vivas
API ID:
balanced

Open-weights balanced model with native long-context support across Together and first-party serving

Input / M$0.25
Output / M$0.85
Cached Input$0.06
Context Limit1M
Verified: 2026-10-11 07:55 UTCGenerally Available
Alibaba / QwenActive Production
Qwen3 235B-A22B
API ID:
balanced

MoE flagship balancing frontier quality with framework-native serving costs

Input / M$0.455
Output / M$1.82
Cached Input$0.18
Context Limit128k
Verified: 2026-10-11 07:55 UTCGenerally Available
CohereActive Production
Command A
API ID:
balanced

Cohere flagship with enterprise RAG tooling and automatic generation-time caching

Input / M$2.50
Output / M$10.00
Cached Input$0.20
Context Limit256k
Verified: 2026-10-11 07:55 UTCGenerally Available
xAIActive Production
Grok 4.6 Mini
API ID:
budget

High-efficiency xAI model for classification and fast agent loops

Input / M$0.40
Output / M$1.60
Cached Input$0.10
Context Limit512k
Verified: 2026-10-11 07:55 UTCGenerally Available