Capability shifts
Reasoning, multimodal, coding and domain-specific changes are easier to spot when releases are grouped by what they enable.
MODEL INTELLIGENCE
AI Models Comparison — Compare Pricing, Context, Capabilities & Reasoning
Find the models that fit your workload using primary-source-verified specifications, pricing and capability data — then compare the strongest options side by side.
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SXF MODEL DATABASE
Compare verified model economics and limits.
One normalized view of provider-published Standard pricing, native billing units, context windows and output limits.
PRIMARY-SOURCE VERIFIED2026-11-10100 models · 21 providers
| Model | Provider | Context | Max output | Primary rate | Cached rate | Output rate | Evidence |
|---|---|---|---|---|---|---|---|
| GPT-6 Astragpt-6-astra | OpenAIGPT-6 | 1,050,000tokens | 128,000tokens | $10.00 per 1 million tokensofficial-paid | $1.00 per 1 million tokens | $50.00 per 1 million tokens | Verified2026-09-27 |
| GPT-6 Solgpt-6-sol | OpenAIGPT-6 | 1,050,000tokens | 128,000tokens | $2.00 per 1 million tokensofficial-paid | $0.20 per 1 million tokens | $10.00 per 1 million tokens | Verified2026-09-27 |
| GPT-6 Lunagpt-6-luna | OpenAIGPT-6 | 1,050,000tokens | 128,000tokens | $0.10 per 1 million tokensofficial-paid | $0.01 per 1 million tokens | $0.50 per 1 million tokens | Verified2026-09-27 |
| GPT-5.6 Solgpt-5.6-sol | OpenAIGPT-5.6 | 1,050,000tokens | 128,000tokens | $4.00 per 1 million tokensofficial-paid | $0.40 per 1 million tokens | $20.00 per 1 million tokens | Verified2026-09-27 |
| GPT-5.6 Terragpt-5.6-terra | OpenAIGPT-5.6 | 1,050,000tokens | 128,000tokens | $2.00 per 1 million tokensofficial-paid | $0.20 per 1 million tokens | $12.00 per 1 million tokens | Verified2026-09-27 |
| GPT-5.6 Lunagpt-5.6-luna | OpenAIGPT-5.6 | 1,050,000tokens | 128,000tokens | $0.20 per 1 million tokensofficial-paid | $0.02 per 1 million tokens | $1.20 per 1 million tokens | Verified2026-09-27 |
| Claude Fable 5.1claude-fable-5-1 | AnthropicClaude 5 | 1,000,000tokens | 128,000tokens | $10.00 per 1 million tokensofficial-paid | $0.25 per 1 million tokens | $50.00 per 1 million tokens | Verified2026-09-27 |
| Claude Opus 5.5claude-opus-5-5 | AnthropicClaude 5 | 1,000,000tokens | 128,000tokens | $4.00 per 1 million tokensofficial-paid | $0.20 per 1 million tokens | $20.00 per 1 million tokens | Verified2026-09-27 |
| Claude Sonnet 5claude-sonnet-5 | AnthropicClaude 5 | 1,000,000tokens | 128,000tokens | $2.00 per 1 million tokensofficial-paid | $0.20 per 1 million tokens | $10.00 per 1 million tokens | Verified2026-09-27 |
| Claude Haiku 4.5claude-haiku-4-5-20251001 | AnthropicClaude 4 | 200,000tokens | 64,000tokens | $1.00 per 1 million tokensofficial-paid | $0.10 per 1 million tokens | $5.00 per 1 million tokens | Verified2026-09-27 |
| Gemini 3.8 Flashgemini-3.8-flash | GoogleGemini 3 | 1,048,576tokens | 65,536tokens | $0.75 per 1 million tokensofficial-paid | $0.075 per 1 million tokens | $3.75 per 1 million tokens | Verified2026-09-27 |
| Grok 4.7grok-4.7 | xAIGrok 4 | 500,000tokens | No separate limit | $2.00 per 1 million tokensofficial-paid | $0.50 per 1 million tokens | $6.00 per 1 million tokens | Verified2026-10-03 |
| Grok 4.6grok-4.6 | xAIGrok 4 | 500,000tokens | No separate limit | $2.00 per 1 million tokensofficial-paid | $0.50 per 1 million tokens | $6.00 per 1 million tokens | Verified2026-10-07 |
| Grok 4.3grok-4.3 | xAIGrok 4 | 1,000,000tokens | Not published | $1.25 per 1 million tokensofficial-paid | $0.20 per 1 million tokens | $2.50 per 1 million tokens | Verified2026-10-03 |
| Gemini 3.7 Flashgemini-3.7-flash | GoogleGemini 3 | 1,048,576tokens | 65,536tokens | $0.75 per 1 million tokensofficial-paid | $0.075 per 1 million tokens | $3.75 per 1 million tokens | Verified2026-10-07 |
| Llama 4 Scoutllama-4-scout | MetaLlama 4 | 10,000,000tokens | Not published | Not publishednot-published | — | — | Verified2026-10-03 |
| Llama 4 Maverickllama-4-maverick | MetaLlama 4 | 1,000,000tokens | Not published | Not publishednot-published | — | — | Verified2026-10-03 |
| DeepSeek V4.1 Flashdeepseek-flash | DeepSeekDeepSeek V4 | 1,048,576tokens | 393,216tokens | Not publishedofficial-paid | — | — | Verified2026-10-06 |
| Mistral Small 4mistral-small-2603 | Mistral AIMistral Small | 256,000tokens | Not published | $0.15 per 1 million tokensofficial-paid | $0.015 per 1 million tokens | $0.60 per 1 million tokens | Verified2026-10-06 |
| Mistral Medium 3.5mistral-medium-3-5 | Mistral AIMistral Medium | 256,000tokens | Not published | $1.50 per 1 million tokensofficial-paid | $0.15 per 1 million tokens | $7.50 per 1 million tokens | Verified2026-10-06 |
| Qwen3.8 Maxqwen3.8-max | Alibaba CloudQwen 3.8 | 1,000,000tokens | 131,072tokens | $1.65 per 1 million tokensofficial-paid | $0.206 per 1 million tokens | $4.951 per 1 million tokens | Verified2026-10-06 |
| Command A+command-a-plus-05-2026 | CohereCommand A | 128,000tokens | 64,000tokens | Not publishedfree-preview | — | — | Verified2026-10-06 |
| Amazon Nova 2 Liteamazon.nova-2-lite-v1:0 | AmazonNova 2 | 1,000,000tokens | 64,000tokens | $0.30 per 1 million tokensofficial-paid | — | $2.50 per 1 million tokens | Verified2026-10-06 |
| OCR 4.1mistral-ocr-4-1 | Mistral AIMistral OCR | Not published | Not published | $0.004 per pageofficial-paid | — | — | Verified2026-10-06 |
| Voxtral Mini Transcribe 2voxtral-mini-2602 | Mistral AIVoxtral | Not published | Not published | $0.003 per minuteofficial-paid | — | — | Verified2026-10-06 |
| Rerank 4 Prorerank-v4.0-pro | CohereRerank 4 | 32,768tokens | Not published | Not publishednot-published | — | — | Verified2026-10-06 |
| Codestralcodestral-2508 | Mistral AICodestral | 128,000tokens | Not published | $0.30 per 1 million tokensofficial-paid | $0.03 per 1 million tokens | $0.90 per 1 million tokens | Verified2026-10-06 |
| Codestral Embedcodestral-embed-2505 | Mistral AICodestral | 8,000tokens | Not published | $0.15 per 1 million tokensofficial-paid | $0.015 per 1 million tokens | — | Verified2026-10-06 |
| GPT-Live 1gpt-live-1 | OpenAIGPT-Live | Not published | Not published | $0.05 per minuteofficial-paid | — | — | Verified2026-10-06 |
| GPT-Live-Transcribegpt-live-transcribe | OpenAIGPT Transcription | Not published | Not published | $0.017 per minuteofficial-paid | — | — | Verified2026-10-06 |
| GPT-Transcribegpt-transcribe | OpenAIGPT Transcription | Not published | Not published | $0.0045 per minuteofficial-paid | — | — | Verified2026-10-06 |
| Mistral Large 3mistral-large-2512 | Mistral AIMistral Large | 256,000tokens | Not published | $0.50 per 1 million tokensofficial-paid | $0.05 per 1 million tokens | $1.50 per 1 million tokens | Verified2026-10-06 |
| Ministral 3 14Bministral-14b-2512 | Mistral AIMinistral 3 | 256,000tokens | Not published | $0.20 per 1 million tokensofficial-paid | $0.02 per 1 million tokens | $0.20 per 1 million tokens | Verified2026-10-06 |
| Ministral 3 8Bministral-8b-2512 | Mistral AIMinistral 3 | 256,000tokens | Not published | $0.15 per 1 million tokensofficial-paid | $0.015 per 1 million tokens | $0.15 per 1 million tokens | Verified2026-10-06 |
| Ministral 3 3Bministral-3b-2512 | Mistral AIMinistral 3 | 256,000tokens | Not published | $0.10 per 1 million tokensofficial-paid | $0.01 per 1 million tokens | $0.10 per 1 million tokens | Verified2026-10-06 |
| Claude Sonnet 5.5claude-sonnet-5-5 | AnthropicClaude 5 | 1,000,000tokens | 128,000tokens | $2.00 per 1 million tokensofficial-paid | $0.10 per 1 million tokens | $10.00 per 1 million tokens | Verified2026-11-10 |
| Gemini 3.8 Flash TTSgemini-3.8-flash-tts | GoogleGemini 3 | 8,192tokens | 16,384tokens | $0.50 per 1 million tokensofficial-paid | $0.125 per 1 million tokens | $9.00 per 1 million tokens | Verified2026-10-06 |
| Gemini 3.8 Flash-Lite TTSgemini-3.8-flash-lite-tts | GoogleGemini 3 | 8,192tokens | 16,384tokens | $0.50 per 1 million tokensofficial-paid | $0.125 per 1 million tokens | $6.00 per 1 million tokens | Verified2026-10-06 |
| Embed v4.0embed-v4.0 | CohereEmbed | 128,000tokens | Not published | Not publishednot-published | — | — | Verified2026-10-06 |
| Command A Reasoningcommand-a-reasoning-08-2025 | CohereCommand A | 256,000tokens | 32,000tokens | Not publishedfree-preview | — | — | Verified2026-10-06 |
| DeepSeek V4 Prodeepseek-v4-pro | DeepSeekDeepSeek V4 | 1,048,576tokens | 393,216tokens | Not publishedofficial-paid | — | — | Verified2026-10-06 |
| Gemini 3.5 Transcribegemini-3.5-transcribe | GoogleGemini 3.5 | Not published | Not published | $2.00 per 1 million tokensofficial-paid | — | $12.00 per 1 million tokens | Verified2026-10-06 |
| Embed 5 Proembed-v5.0-pro | CohereEmbed 5 | 128,000tokens | Not published | Not publishednot-published | — | — | Verified2026-10-06 |
| Embed 5 Fastembed-v5.0-fast | CohereEmbed 5 | 128,000tokens | Not published | Not publishednot-published | — | — | Verified2026-10-06 |
| GPT-5.6 Cybergpt-5.6-cyber | OpenAIGPT-5.6 | 400,000tokens | 128,000tokens | $12.50 per 1 million tokensofficial-paid | $1.25 per 1 million tokens | $75.00 per 1 million tokens | Verified2026-10-06 |
| Gemini 3.6 Flashgemini-3.6-flash | GoogleGemini 3 | 1,048,576tokens | 65,536tokens | $0.75 per 1 million tokensofficial-paid | $0.075 per 1 million tokens | $3.75 per 1 million tokens | Verified2026-10-06 |
| Gemini 3.5 Flash-Litegemini-3.5-flash-lite | GoogleGemini 3.5 | 1,048,576tokens | 65,536tokens | $0.30 per 1 million tokensofficial-paid | $0.03 per 1 million tokens | $2.50 per 1 million tokens | Verified2026-10-06 |
| Gemini Embedding 001gemini-embedding-001 | GoogleGemini Embedding | 2,048tokens | Not published | $0.15 per 1 million tokensofficial-paid | — | — | Verified2026-10-06 |
| Voxtral Mini Transcribe Realtimevoxtral-mini-transcribe-realtime-2602 | Mistral AIVoxtral | Not published | Not published | $0.006 per minuteofficial-paid | — | — | Verified2026-10-06 |
| Mistral Embedmistral-embed-2312 | Mistral AIMistral Embed | 8,000tokens | Not published | $0.10 per 1 million tokensofficial-paid | — | — | Verified2026-10-06 |
| GPT-6.1 Solgpt-6.1-sol | OpenAIGPT-6 | 1,050,000tokens | 128,000tokens | $2.00 per 1 million tokensofficial-paid | $0.10 per 1 million tokens | $10.00 per 1 million tokens | Verified2026-10-07 |
| GPT-Realtime-Translategpt-realtime-translate | OpenAIGPT Realtime | 16,000tokens | 2,000tokens | $0.034 per minuteofficial-paid | — | — | Verified2026-10-07 |
| GPT-Realtime-Whispergpt-realtime-whisper | OpenAIGPT Realtime | 16,000tokens | 2,000tokens | $0.017 per minuteofficial-paid | — | — | Verified2026-10-07 |
| Claude Mythos 5.1claude-mythos-5-1 | AnthropicClaude 5 | 1,000,000tokens | 128,000tokens | $10.00 per 1 million tokensofficial-paid | $0.25 per 1 million tokens | $50.00 per 1 million tokens | Verified2026-10-07 |
| Mistral Large 4mistral-large-4 | Mistral AIMistral Large | 1,000,000tokens | Not published | $1.36 per 1 million tokensofficial-paid | $0.14 per 1 million tokens | $4.18 per 1 million tokens | Verified2026-10-07 |
| Shieldstral 1.0shieldstral-1.0 | Mistral AIShieldstral | 32,768tokens | Not published | Not publishednot-published | — | — | Verified2026-10-07 |
| Parse 5parse-v5.0 | CohereParse 5 | 8,192tokens | Not published | Not publishednot-published | — | — | Verified2026-10-07 |
| North Mini Codenorth-mini-code-1-0 | CohereNorth | 256,000tokens | 64,000tokens | Not publishedfree-preview | — | — | Verified2026-10-07 |
| North Small Translatenorth-small-translate-1-0 | CohereNorth | 16,000tokens | 16,000tokens | Not publishedfree-preview | — | — | Verified2026-10-07 |
| Rerank 4 Fastrerank-v4.0-fast | CohereRerank 4 | 32,768tokens | Not published | Not publishednot-published | — | — | Verified2026-10-07 |
| Kimi K3kimi-k3 | Moonshot AIKimi K3 | 1,048,576tokens | Not published | Not publishedofficial-paid | — | — | Verified2026-10-07 |
| Gemma 4 31B ITgemma-4-31b-it | GoogleGemma 4 | 262,144tokens | Not published | Not publishedfree-preview | — | — | Verified2026-10-07 |
| GLM-5.3glm-5.3 | Z.aiGLM-5 | Not published | Not published | Not publishednot-published | — | — | Verified2026-10-07 |
| MiniMax M3MiniMax-M3 | MiniMaxMiniMax M3 | 1,000,000tokens | Not published | Not publishedofficial-paid | — | — | Verified2026-10-07 |
| Qwen3-Coder-Nextqwen3-coder-next | Alibaba CloudQwen3 Coder | 262,144tokens | 65,536tokens | Not publishedofficial-paid | — | — | Verified2026-10-07 |
| Gemini 3.8 Flash Cybergemini-3.8-flash-cyber | GoogleGemini 3.8 | 1,048,576tokens | 65,536tokens | $1.50 per 1 million tokensofficial-paid | $0.15 per 1 million tokens | $7.50 per 1 million tokens | Verified2026-10-07 |
| GPT-Rosalind Researchgpt-rosalind-research | OpenAIGPT-Rosalind | Not published | Not published | $5.00 per 1 million tokensofficial-paid | $0.50 per 1 million tokens | $25.00 per 1 million tokens | Verified2026-10-07 |
| Grok Voice Think Fast 2.0grok-voice-think-fast-2.0 | xAIGrok Voice | Not published | Not published | $0.08 per minuteofficial-paid | — | — | Verified2026-10-07 |
| gpt-oss-120bgpt-oss-120b | OpenAIgpt-oss | 131,072tokens | 131,072tokens | Not publishedself-hosted | — | — | Verified2026-10-07 |
| Qwen3.5-397B-A17Bqwen3.5-397b-a17b | Alibaba CloudQwen3.5 | 262,144tokens | 65,536tokens | From $0.172 per 1 million tokens (Global ≤128K; tiered)official-paid | — | From $1.032 per 1 million tokens (Global ≤128K; tiered) | Verified2026-10-09 |
| GPT-Image-2.5 Sunburstgpt-image-2.5-sunburst | OpenAIGPT Image 2.5 | Not published | Not published | $8.00 per 1 million IMAGE tokens (text input billed separately)official-paid | $2.00 per 1 million IMAGE tokens (text input billed separately) | $30.00 per 1 million IMAGE tokens (text input billed separately) | Verified2026-10-12 |
| GPT-Realtime-2.1gpt-realtime-2.1 | OpenAIGPT Realtime | 128,000tokens | 32,000tokens | $4.00 per 1 million TEXT tokens (audio/image separate)official-paid | $0.40 per 1 million TEXT tokens (audio/image separate) | $24.00 per 1 million TEXT tokens (audio/image separate) | Verified2026-10-12 |
| GPT-Realtime-2.1 Minigpt-realtime-2.1-mini | OpenAIGPT Realtime | 128,000tokens | 32,000tokens | $0.60 per 1 million TEXT tokens (audio/image separate)official-paid | $0.06 per 1 million TEXT tokens (audio/image separate) | $2.40 per 1 million TEXT tokens (audio/image separate) | Verified2026-10-12 |
| Gemini 3.8 Livegemini-3.8-live | GoogleGemini 3.8 | 131,072tokens | 65,536tokens | $0.75 per 1 million TEXT tokens (audio/video separate)official-paid | — | $4.50 per 1 million TEXT tokens (audio/video separate) | Verified2026-10-12 |
| Gemini Embedding 2gemini-embedding-2 | GoogleGemini Embedding | 8,192tokens | Not published | $0.20 per 1 million TEXT input tokens (other media separate)official-paid | — | — | Verified2026-10-12 |
| Nano Banana 2.1gemini-nano-banana-2.1 | GoogleGemini Nano Banana | 131,072tokens | 32,768tokens | $1.50 per 1 million tokens (IMAGE output; text output billed separately)official-paid | — | $30.00 per 1 million tokens (IMAGE output; text output billed separately) | Verified2026-10-12 |
| Nano Banana Progemini-3-pro-image | GoogleGemini Nano Banana | 65,536tokens | 32,768tokens | $2.00 per 1 million tokens (IMAGE output; text output billed separately)official-paid | — | $120.00 per 1 million tokens (IMAGE output; text output billed separately) | Verified2026-10-12 |
| Kling VIDEO 3.0kling-3.0 | Kling AIKling VIDEO | Not published | Not published | Not publishednot-published | — | — | Verified2026-10-12 |
| Seedance 2.0dreamina-seedance-2-0-260128 | ByteDanceSeedance 2 | Not published | Not published | $7.00 per 1M metered service tokens (no video input, 480p/720p only)official-paid | — | — | Verified2026-10-12 |
| GPT-Image-2.5 Flaregpt-image-2.5-flare | OpenAIGPT Image 2.5 | Not published | Not published | $8.00 per 1 million IMAGE tokens (text input separately billed)official-paid | $2.00 per 1 million IMAGE tokens (text input separately billed) | $30.00 per 1 million IMAGE tokens (text input separately billed) | Verified2026-10-12 |
| Gemini Omni Flash 1.1gemini-omni-1.1-flash | GoogleGemini Omni | 1,048,576tokens | Not published | $1.50 per 1 million input / VIDEO output tokens (text output separate)official-paid | — | $17.50 per 1 million input / VIDEO output tokens (text output separate) | Verified2026-10-12 |
| Lyria 3.5lyria-3.5 | GoogleLyria | 131,072tokens | Not published | $0.08 per generated full song (Standard paid API)official-paid | — | — | Verified2026-10-12 |
| FLUX.2 Maxflux-2-max | Black Forest LabsFLUX.2 | Not published | Not published | $0.07 per first output megapixel; additional/reference megapixels extraofficial-paid | — | — | Verified2026-10-12 |
| Eleven v4eleven_v4 | ElevenLabsEleven v4 | Not published | Not published | Not publishednot-published | — | — | Verified2026-10-12 |
| Eleven v4 Turboeleven_v4_turbo | ElevenLabsEleven v4 | Not published | Not published | Not publishednot-published | — | — | Verified2026-10-12 |
| GPT-Image-2gpt-image-2 | OpenAIGPT Image 2 | Not published | Not published | $4.00 per 1 million IMAGE tokens (text input separate)official-paid | $1.00 per 1 million IMAGE tokens (text input separate) | $15.00 per 1 million IMAGE tokens (text input separate) | Verified2026-10-12 |
| Ideogram 4.0ideogram-v4 | IdeogramIdeogram Image | Not published | Not published | $0.03 per image, Turbo generation only (Default/Quality higher)official-paid | — | — | Verified2026-10-12 |
| Ideogram 3.0ideogram-v3 | IdeogramIdeogram Image | Not published | Not published | $0.03 per image, Turbo generation only (Default/Quality higher)official-paid | — | — | Verified2026-10-12 |
| Runway Gen-4.5gen4.5 | RunwayRunway Gen | Not published | Not published | $7.20 per generated minute (equivalent to $0.12/second; 12 credits/second)official-paid | — | — | Verified2026-10-12 |
| Deepgram Nova-3nova-3 | DeepgramDeepgram Nova | Not published | Not published | $0.0043 per pre-recorded MONOLINGUAL audio minute (streaming/multilingual differ)official-paid | — | — | Verified2026-10-12 |
| Deepgram Fluxflux-general-en | DeepgramDeepgram Flux | Not published | Not published | $0.0065 per streaming ENGLISH audio minute (promotional Pay As You Go)official-paid | — | — | Verified2026-10-12 |
| ElevenLabs Scribe v2scribe_v2 | ElevenLabsScribe | Not published | Not published | $0.22 per 60 audio minutes (hourly API rate; add-ons extra)official-paid | — | — | Verified2026-10-12 |
| ElevenLabs Scribe v2 Realtimescribe_v2_realtime | ElevenLabsScribe | Not published | Not published | $0.39 per 60 audio minutes (realtime WebSocket hourly API rate)official-paid | — | — | Verified2026-10-12 |
| FLUX.2 Klein 9Bflux-2-klein-9b | Black Forest LabsFLUX.2 | Not published | Not published | $0.015 per first output MP (additional/reference MP extra)official-paid | — | — | Verified2026-10-12 |
| FLUX.2 Proflux-2-pro | Black Forest LabsFLUX.2 | Not published | Not published | $0.03 per first output MP (additional/reference MP extra)official-paid | — | — | Verified2026-10-12 |
| Claude Haiku 5.5claude-haiku-5-5 | AnthropicClaude 5 | 1,000,000tokens | 128,000tokens | From $0.10 per million tokens, <=100K or >100K prompt tier (Global ≤128K; tiered)official-paid | — | From $0.50 per million tokens, <=100K or >100K prompt tier (Global ≤128K; tiered) | Verified2026-10-12 |
| Gemini 3.1 Pro Previewgemini-3.1-pro-preview | GoogleGemini 3 | 1,048,576tokens | 65,536tokens | From $2.00 per million tokens, <=200K or >200K prompt tier (Global ≤128K; tiered)official-paid | — | From $12.00 per million tokens, <=200K or >200K prompt tier (Global ≤128K; tiered) | Verified2026-10-12 |
| Nano Banana 2 (Gemini 3.1 Flash Image)gemini-3.1-flash-image | GoogleGemini Nano Banana | 131,072tokens | 32,768tokens | $0.50 per million tokens: IMAGE output only, text output separateofficial-paid | — | $60.00 per million tokens: IMAGE output only, text output separate | Verified2026-10-12 |
| Gemini 3.8 Live Extended Thinkinggemini-3.8-live-extended-thinking | GoogleGemini 3.8 | 131,072tokens | 65,536tokens | $0.75 per million TEXT tokens; audio/video priced separatelyofficial-paid | — | $4.50 per million TEXT tokens; audio/video priced separately | Verified2026-10-12 |
| Stable Image Ultrastable-image-ultra | Stability AIStable Image | Not published | Not published | $0.08 per successful Ultra image, 8 creditsofficial-paid | — | — | Verified2026-10-12 |
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