Models listed
197
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What goes in and out, licence terms, and whether you can host it yourself
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Published specs only — we don't estimate numbers a vendor hasn't stated
Any-to-any models are a source-backed task collection in this directory. The current editorial inventory contains 47 mapped model records. Task membership is a discovery signal, not a performance ranking, deployment recommendation, or proof that every checkpoint accepts the same inputs and returns the same outputs.
Start with the model list, then open each record that matches your data, operating constraints, and intended workflow. Check the primary source, documented modalities, license, release information, and implementation notes before using a model in production.
This collection keeps unsupported pricing, availability, and benchmark claims blank. Each page remains outside the public index until an editor approves its content and related model records.
Scan the table below, then open any model for pricing, limits and the full write-up.
| Model | Capability▼ | Context | Input $/1M | Output $/1M | Speed |
|---|---|---|---|---|---|
| Deep Research Max Preview Google | 88.9 | 1.0M | $2.00 | $12.00 | — |
| Gemini Deep Research Preview Google | 88.9 | 1.0M | $2.00 | $12.00 | — |
| Muse Spark 1.1 Meta | 82.0 | 1M | $1.25 | $4.25 | — |
| GPT-5.6 Luna OpenAI | 80.8 | 1.1M | $0.20 | $1.20 | — |
| GPT-5.6 Sol OpenAI | 80.8 | 1.1M | $5.00 | $30.00 | — |
| GPT-5.6 Terra OpenAI | 80.8 | 1.1M | $2.00 | $12.00 | — |
| Kimi K3 Moonshot AI | 80.8 | 1.0M | $3.00 | $15.00 | — |
| GPT-5.5 OpenAI | 80.3 | 1.1M | $5.00 | $30.00 | — |
| GPT-5.5 Pro OpenAI | 80.3 | 1.1M | $30.00 | $180.00 | — |
| GPT-5.4 OpenAI | 80.1 | 1.1M | $2.50 | $15.00 | — |
| Qwen3.7 Flash Alibaba | 79.1 | 1M | $0.03 | $0.13 | — |
| Qwen3.6 Flash Alibaba | 78.7 | 1M | $0.19 | $1.13 | — |
| Grok 4.3 xAI | 76.9 | 1M | $1.25 | $2.50 | — |
| Grok 4.20 (Reasoning) xAI | 76.7 | 1M | $1.25 | $2.50 | — |
| Fugu Sakana AI | 76.4 | 1M | — | — | — |
| Fugu Ultra Sakana AI | 76.4 | 1M | $5.00 | $30.00 | — |
| GPT-5.5 Instant OpenAI | 75.7 | 400K | $5.00 | $30.00 | — |
| Qwen3.8 Max Alibaba | 75.7 | 1M | $2.00 | $6.00 | — |
| Claude Opus 5 Anthropic | 75.6 | 1M | $5.00 | $25.00 | — |
| Qwen3.8 Max Preview Alibaba | 75.6 | 1M | $1.50 | $5.00 | — |
| Claude Sonnet 5 Anthropic | 75.5 | 1M | $2.00 | $10.00 | — |
| Claude Fable 5 Anthropic | 75.4 | 1M | $10.00 | $50.00 | — |
| Claude Opus 4.8 Anthropic | 75.3 | 1M | $5.00 | $25.00 | — |
| GPT-5.3 Codex OpenAI | 75.3 | 400K | $1.75 | $14.00 | — |
| Claude Opus 4.7 Anthropic | 75.1 | 1M | $5.00 | $25.00 | — |
| GPT-5.2 Codex OpenAI | 75.0 | 400K | $1.75 | $14.00 | — |
| Kimi K2.7 Code Moonshot AI | 74.9 | 262.1K | $0.95 | $4.00 | — |
| Kimi K2.7 Code Highspeed Moonshot AI | 74.9 | 262.1K | $1.90 | $8.00 | — |
| Claude Opus 4.6 Anthropic | 74.7 | 1M | $5.00 | $25.00 | — |
| Kimi K2.6 Moonshot AI | 74.6 | 262.1K | $0.95 | $4.00 | — |
| Grok Build 0.1 xAI | 74.5 | 256K | $1.00 | $2.00 | — |
| Kimi K2.5 Moonshot AI | 74.0 | 262.1K | $0.60 | $3.00 | — |
| Qwen3.7 Plus Alibaba | 73.8 | 1M | $0.50 | $3.00 | — |
| Gemini 3.1 Flash Live Preview Google | 73.7 | 131.1K | $0.75 | $4.50 | — |
| Qwen3.6 Plus Alibaba | 73.5 | 1M | $0.50 | $3.00 | — |
| Qwen3.5 Plus Alibaba | 73.3 | 1M | $0.40 | $2.40 | — |
| Claude Sonnet 4.6 Anthropic | 73.2 | 1M | $3.00 | $15.00 | — |
| Grok 4.5 xAI | 73.1 | 500K | $2.00 | $6.00 | — |
| GLM-5V-Turbo Zhipu AI | 72.3 | 200K | $5.00 | $22.00 | — |
| MiniMax-M3 MiniMax | 72.1 | 512K | $0.30 | $1.20 | — |
| Qwen3.5 9B Alibaba | 71.9 | 262.1K | $0.04 | $0.15 | — |
| GPT-5 Pro OpenAI | 70.6 | 400K | $15.00 | $120.00 | — |
| GPT-5.4 mini OpenAI | 70.5 | 400K | $0.75 | $4.50 | — |
| GPT-5.4 nano OpenAI | 70.5 | 400K | $0.20 | $1.25 | — |
| GPT-5.4 Pro OpenAI | 70.1 | 1.1M | $30.00 | $180.00 | — |
| GPT-5.2 OpenAI | 70.0 | 400K | $1.75 | $14.00 | — |
| GPT-5.1 OpenAI | 69.8 | 400K | $1.25 | $10.00 | — |
| GPT-5.1 Codex OpenAI | 69.8 | 400K | $1.25 | $10.00 | — |
| GPT-5.1 Codex Max OpenAI | 69.8 | 400K | $1.25 | $10.00 | — |
| GPT-5.1 Codex mini OpenAI | 69.8 | 400K | $0.25 | $2.00 | — |
| o3 OpenAI | 69.8 | 200K | $2.00 | $8.00 | — |
| Step 3.7 Flash StepFun | 69.7 | 256K | $0.18 | $1.11 | — |
| Mistral Medium 3.5 Mistral AI | 69.6 | 262.1K | $1.50 | $7.50 | — |
| Mistral Medium (latest) Mistral AI | 69.6 | 262.1K | $1.50 | $7.50 | — |
| GPT-5-Codex OpenAI | 69.5 | 400K | $1.07 | $8.50 | — |
| GPT-5 OpenAI | 69.3 | 400K | $1.25 | $10.00 | — |
| GPT-5 Mini OpenAI | 69.3 | 400K | $0.25 | $2.00 | — |
| GPT-5 Nano OpenAI | 69.3 | 400K | $0.05 | $0.40 | — |
| Gemini Omni Flash Preview Google | 69.0 | 1.0M | $1.50 | $17.50 | — |
| o1 OpenAI | 69.0 | 200K | $15.00 | $60.00 | — |
| GPT-Realtime-2.1 OpenAI | 67.6 | 128K | $4.00 | $24.00 | — |
| Gemma 4 26B A4B IT Google | 65.6 | 262.1K | $0.07 | $0.34 | — |
| Gemma 4 31B IT Google | 65.6 | 262.1K | $0.10 | $0.34 | — |
| o3-pro OpenAI | 65.1 | 200K | $20.00 | $80.00 | — |
| Claude Opus 4.5 (latest) Anthropic | 65.0 | 200K | $5.00 | $25.00 | — |
| GPT-5.2 Pro OpenAI | 65.0 | 400K | $21.00 | $168.00 | — |
| Claude Opus 4.5 Anthropic | 64.9 | 200K | $5.00 | $25.00 | — |
| Claude Haiku 4.5 Anthropic | 64.8 | 200K | $1.00 | $5.00 | — |
| Claude Haiku 4.5 (latest) Anthropic | 64.8 | 200K | $1.00 | $5.00 | — |
| o4-mini OpenAI | 64.8 | 200K | $1.10 | $4.40 | — |
| Claude Sonnet 4.5 Anthropic | 64.7 | 200K | $3.00 | $15.00 | — |
| Claude Sonnet 4.5 (latest) Anthropic | 64.7 | 200K | $3.00 | $15.00 | — |
| o1-pro OpenAI | 64.6 | 200K | $150.00 | $600.00 | — |
| Mistral Small 4 Mistral AI | 64.3 | 256K | $0.15 | $0.60 | — |
| Mistral Small (latest) Mistral AI | 64.3 | 256K | $0.15 | $0.60 | — |
| Nemotron Nano 12B v2 VL NVIDIA | 64.2 | 128K | $0.20 | $0.60 | — |
| Claude Sonnet 4 Anthropic | 64.0 | 200K | $3.00 | $15.00 | — |
| Claude Sonnet 4 (latest) Anthropic | 64.0 | 200K | — | — | — |
| Command A Plus Cohere | 63.8 | 128K | $2.50 | $10.00 | — |
| Claude Sonnet 3.7 Anthropic | 63.5 | 200K | $3.00 | $15.00 | — |
| Claude Opus 4.1 Anthropic | 62.9 | 200K | $15.00 | $75.00 | — |
| Claude Opus 4.1 (latest) Anthropic | 62.9 | 200K | $15.00 | $75.00 | — |
| Claude Opus 4 Anthropic | 62.5 | 200K | $15.00 | $75.00 | — |
| Claude Opus 4 (latest) Anthropic | 62.5 | 200K | — | — | — |
| Nano Banana 2 Google | 62.5 | 131.1K | $0.50 | $60.00 | — |
| Grok 4.20 (Non-Reasoning) xAI | 61.7 | 1M | $1.25 | $2.50 | — |
| GLM-4.6V Zhipu AI | 61.5 | 128K | $0.30 | $0.90 | — |
| google/gemma-4-12B-it google | 61.2 | 262.1K | $0.06 | $0.30 | — |
| GPT-4.1 OpenAI | 60.3 | 1.0M | $2.00 | $8.00 | — |
| GPT-4.1 mini OpenAI | 60.3 | 1.0M | $0.40 | $1.60 | — |
| GPT-5.2 Chat OpenAI | 60.0 | 128K | $1.75 | $14.00 | — |
| GPT-5.1 Chat OpenAI | 59.8 | 128K | $1.25 | $10.00 | — |
| Qwen3-VL Plus Alibaba | 59.5 | 262.1K | $0.20 | $1.60 | — |
| GPT-5 Chat (latest) OpenAI | 59.3 | 400K | $1.25 | $10.00 | — |
| o3-deep-research OpenAI | 58.2 | 200K | $9.00 | $36.00 | — |
| o4-mini-deep-research OpenAI | 58.2 | 200K | $1.80 | $7.20 | — |
| Gemini 2.5 Computer Use Preview Google | 57.6 | 128K | $1.25 | $10.00 | — |
| GLM-4.5V Zhipu AI | 56.0 | 64K | $0.60 | $1.80 | — |
| google/gemma-4-E2B-it google | 55.7 | 131.1K | $0.02 | $0.10 | — |
| google/gemma-4-E4B-it google | 55.7 | 131.1K | $0.04 | $0.20 | — |
| GPT-4.1 nano OpenAI | 55.3 | 1.0M | $0.10 | $0.40 | — |
| Nano Banana 2 Google | 55.2 | 65.5K | $0.50 | $60.00 | — |
| Ornith 1.0 31B Deepreinforce | 55.0 | 262.1K | — | — | — |
| Ornith 1.0 35B Deepreinforce | 55.0 | 262.1K | — | — | — |
| Ornith 1.0 397B Deepreinforce | 55.0 | 262.1K | — | — | — |
| Ornith 1.0 9B Deepreinforce | 55.0 | 262.1K | — | — | — |
| Nano Banana 2 Lite Google | 54.9 | 65.5K | $0.25 | $30.00 | — |
| Llama 4 Scout 17B Instruct Meta | 51.9 | 3.5M | $0.18 | $0.59 | — |
| Nano Banana Pro Google | 49.2 | 65.5K | $2.00 | $120.00 | — |
| Llama 4 Maverick 17B Instruct Meta | 48.5 | 1M | $0.27 | $0.85 | — |
| Nano Banana Pro Google | 48.1 | 65.5K | $2.00 | $120.00 | — |
| GPT-4o mini OpenAI | 47.2 | 128K | $0.15 | $0.60 | — |
| GPT-4o OpenAI | 46.8 | 128K | $2.50 | $10.00 | — |
| Mistral Large 3 Mistral AI | 46.7 | 262.1K | $0.50 | $1.50 | — |
| Mistral Large (latest) Mistral AI | 46.7 | 262.1K | $0.50 | $1.50 | — |
| GPT-5.3 Chat (latest) OpenAI | 45.4 | 128K | $1.75 | $14.00 | — |
| Nemotron 3.5 Content Safety NVIDIA | 44.4 | 128K | — | — | — |
| Nano Banana Google | 44.3 | 32.8K | $0.30 | $30.00 | — |
| Claude Haiku 3.5 Anthropic | 43.4 | 200K | $0.80 | $4.00 | — |
| Claude Sonnet 3.5 v2 Anthropic | 43.4 | 200K | — | — | — |
| Mistral Medium 3 Mistral AI | 43.4 | 131.1K | $0.40 | $2.00 | — |
| GPT-4o (2024-11-20) OpenAI | 42.9 | 128K | $2.50 | $10.00 | — |
| GPT-4o (2024-08-06) OpenAI | 42.3 | 128K | $2.50 | $10.00 | — |
| Pixtral Large (latest) Mistral AI | 42.2 | 128K | $2.00 | $6.00 | — |
| Qwen-Omni Turbo Alibaba | 42.1 | 32.8K | $0.07 | $0.27 | — |
| Pixtral 12B Mistral AI | 41.9 | 128K | $0.15 | $0.15 | — |
| Qwen/Qwen2.5-Omni-7B Qwen | 41.8 | 32.8K | $0.10 | $0.40 | — |
| Claude Haiku 3 Anthropic | 40.6 | 200K | $0.25 | $1.25 | — |
| Gemini 3.5 Live Translate Preview Google | 39.1 | 131.1K | $3.50 | $21.00 | — |
| Mistral Small 3.2 Mistral AI | 39.0 | 128K | $0.10 | $0.30 | — |
| GPT-4o (2024-05-13) OpenAI | 38.8 | 128K | $5.00 | $15.00 | — |
| Lyria 3 Clip Preview Google | 38.7 | 131.1K | $0.00 | $0.00 | — |
| Sonar Reasoning Pro Perplexity | 38.3 | 128K | $2.00 | $8.00 | — |
| lmstudio-community/gemma-4-E4B-it-MLX-4bit lmstudio-community | 37.5 | 32.8K | $0.00 | $0.00 | — |
| Qwen2.5-VL 72B Instruct Alibaba | 36.0 | 131.1K | $2.80 | $8.40 | — |
| Qwen-VL Max Alibaba | 35.2 | 131.1K | $0.80 | $3.20 | — |
| Qwen-VL Plus Alibaba | 34.9 | 131.1K | $0.21 | $0.63 | — |
| Lyria 3 Pro Preview Google | 34.2 | 131.1K | $0.00 | $0.00 | — |
| GPT-4 Turbo OpenAI | 33.3 | 128K | $10.00 | $30.00 | — |
| Command A Vision Cohere | 27.7 | 128K | $2.50 | $10.00 | — |
| Llama Nemotron Rerank VL 1B v2 NVIDIA | 27.6 | 128K | $0.00 | $0.00 | — |
| Sonar Pro Perplexity | 26.9 | 200K | $3.00 | $15.00 | — |
| Veo 3.1 Fast Preview Google | 21.4 | 1.0K | — | — | — |
| cyankiwi/gemma-4-12B-it-AWQ-INT4 cyankiwi | 20.0 | — | — | — | — |
| cyankiwi/gemma-4-12B-it-qat-AWQ-INT4 cyankiwi | 20.0 | — | — | — | — |
| cyankiwi/gemma-4-E4B-it-AWQ-INT4 cyankiwi | 20.0 | — | — | — | — |
| cyankiwi/Qwen3-Omni-30B-A3B-Instruct-AWQ-8bit cyankiwi | 20.0 | — | — | — | — |
| google/gemma-4-12B google | 20.0 | — | — | — | — |
| google/gemma-4-12B-it-assistant google | 20.0 | — | — | — | — |
| google/gemma-4-12B-it-qat-q4_0-gguf google | 20.0 | — | — | — | — |
| google/gemma-4-12B-it-qat-q4_0-unquantized google | 20.0 | — | — | — | — |
| google/gemma-4-12B-it-qat-q4_0-unquantized-assistant google | 20.0 | — | — | — | — |
| google/gemma-4-12B-it-qat-w4a16-ct google | 20.0 | — | — | — | — |
| google/gemma-4-26B-A4B-it-assistant google | 20.0 | — | — | — | — |
| google/gemma-4-31B-it-assistant google | 20.0 | — | — | — | — |
| google/gemma-4-E2B google | 20.0 | — | — | — | — |
| google/gemma-4-E2B-it-qat-mobile-ct google | 20.0 | — | — | — | — |
| google/gemma-4-E2B-it-qat-q4_0-gguf google | 20.0 | — | — | — | — |
| google/gemma-4-E2B-it-qat-w4a16-ct google | 20.0 | — | — | — | — |
| google/gemma-4-E4B google | 20.0 | — | — | — | — |
| google/gemma-4-E4B-it-assistant google | 20.0 | — | — | — | — |
| google/gemma-4-E4B-it-qat-q4_0-gguf google | 20.0 | — | — | — | — |
| google/gemma-4-E4B-it-qat-w4a16-ct google | 20.0 | — | — | — | — |
| llmfan46/gemma-4-E4B-it-ultra-uncensored-heretic-GGUF llmfan46 | 20.0 | — | — | — | — |
| llmfan46/gemma-4-E4B-it-uncensored-heretic llmfan46 | 20.0 | — | — | — | — |
| lmstudio-community/gemma-4-12B-it-MLX-4bit lmstudio-community | 20.0 | — | — | — | — |
| lmstudio-community/gemma-4-12B-it-MLX-5bit lmstudio-community | 20.0 | — | — | — | — |
| lmstudio-community/gemma-4-12B-it-MLX-6bit lmstudio-community | 20.0 | — | — | — | — |
| lmstudio-community/gemma-4-12B-it-MLX-8bit lmstudio-community | 20.0 | — | — | — | — |
| lmstudio-community/gemma-4-E2B-it-MLX-4bit lmstudio-community | 20.0 | — | — | — | — |
| lmstudio-community/gemma-4-E2B-it-MLX-5bit lmstudio-community | 20.0 | — | — | — | — |
| lmstudio-community/gemma-4-E2B-it-MLX-6bit lmstudio-community | 20.0 | — | — | — | — |
| lmstudio-community/gemma-4-E2B-it-MLX-8bit lmstudio-community | 20.0 | — | — | — | — |
| lmstudio-community/gemma-4-E4B-it-MLX-5bit lmstudio-community | 20.0 | — | — | — | — |
| lmstudio-community/gemma-4-E4B-it-MLX-6bit lmstudio-community | 20.0 | — | — | — | — |
| lmstudio-community/gemma-4-E4B-it-MLX-8bit lmstudio-community | 20.0 | — | — | — | — |
| nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16 nvidia | 20.0 | — | — | — | — |
| nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-FP8 nvidia | 20.0 | — | — | — | — |
| nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-NVFP4 nvidia | 20.0 | — | — | — | — |
| openbmb/MiniCPM-o-2_6 openbmb | 20.0 | — | — | — | — |
| openbmb/MiniCPM-o-4_5 openbmb | 20.0 | — | — | — | — |
| Qwen/Qwen2.5-Omni-3B Qwen | 20.0 | — | — | — | — |
| Qwen/Qwen2.5-Omni-7B-AWQ Qwen | 20.0 | — | — | — | — |
| Qwen/Qwen3-Omni-30B-A3B-Instruct Qwen | 20.0 | — | — | — | — |
| Qwen/Qwen3-Omni-30B-A3B-Thinking Qwen | 20.0 | — | — | — | — |
| unsloth/gemma-4-12B-it-qat-GGUF unsloth | 20.0 | — | — | — | — |
| unsloth/gemma-4-E2B-it-qat-GGUF unsloth | 20.0 | — | — | — | — |
| unsloth/gemma-4-E4B-it-qat-GGUF unsloth | 20.0 | — | — | — | — |
| Grok Imagine Video 1.5 xAI | 19.6 | 1.0K | — | — | — |
| Llama Nemotron Embed VL 1B v2 NVIDIA | 19.2 | 32.8K | $0.00 | $0.00 | — |
| Veo 3.1 Lite Preview Google | 17.4 | 1.0K | — | — | — |
| Aya Vision 32B Cohere | 15.3 | 16K | — | — | — |
| Aya Vision 8B Cohere | 15.3 | 16K | — | — | — |
| GPT-Image-2 OpenAI | 14.4 | 0 | $5.00 | $30.00 | — |
| GPT-Image-1.5 OpenAI | 13.6 | 0 | — | — | — |
| Veo 3.1 Preview Google | 13.4 | 1.0K | — | — | — |
| GPT-Image-1 OpenAI | 12.4 | 0 | — | — | — |
197 models · click a column to sort
About the capability score: a 0–100 figure SyncDev calculates from each vendor's published specifications — context window, reasoning support, input modalities, tool calling, maximum output and how recently the model shipped. It measures breadth of capability, not benchmark performance, so a higher-scoring model is not automatically the better choice for your task.