Models listed
557
Published in this category
Worth weighing up
What goes in and out, licence terms, and whether you can host it yourself
How we treat data
Published specs only — we don't estimate numbers a vendor hasn't stated
Image-text-to-text models are a source-backed task collection in this directory. The current editorial inventory contains 198 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.
| GPT-6.1 Sol OpenAI | 75.9 | 1.05M | $2.00 | $10.00 | — |
| Claude Opus 5.5 Anthropic | 75.6 | 1M | $4.00 | $20.00 | — |
| Claude Fable 5.1 Anthropic | 75.5 | 1M | $10.00 | $50.00 | — |
| Claude Haiku 5.5 Anthropic | — | 1M | $0.10 | $0.50 | — |
| Claude Sonnet 5.5 Anthropic | 75.6 | 1M | $2.00 | $10.00 | — |
| GPT-6 Astra OpenAI | 75.7 | 1.05M | $10.00 | $50.00 | — |
| GPT-6 Luna OpenAI | 75.8 | 1.05M | $0.10 | $0.50 | — |
| Grok 4.7 xAI | 58.3 | 500K | $2.00 | $6.00 | — |
| Gemini 3.8 Flash Google | 89.3 | 1.05M | $0.75 | $3.75 | — |
| Kimi K3 Moonshot AI | 80.8 | 1.05M | $3.00 | $15.00 | — |
| DeepSeek V4.1 Flash DeepSeek | 24.8 | 1.05M | $0.15 | $0.60 | — |
| Mistral Large 4 Mistral AI | 66.6 | 1M | $0.68 | $2.09 | — |
| Qwen3.8 Flash Next Qwen | 45.2 | 262.14K | — | — | — |
| GPT-6 Sol OpenAI | 75.8 | 1.05M | $2.00 | $10.00 | — |
| Qwen3.8 Max Alibaba | 75.7 | 1M | $2.00 | $6.00 | — |
| Muse Spark 1.3 Meta | — | 1.05M | $1.25 | $4.25 | — |
| GLM 5.3 Flash Z.ai / Zhipu AI | 61.9 | 1M | — | — | — |
| Qwen3.8 27B Qwen | 45.2 | 262.14K | — | — | — |
| Llama 4 Maverick 17B Instruct Meta | 48.5 | 1M | $0.27 | $0.85 | — |
| Gemini 4 Argon Google | — | 1.05M | $2.00 | $10.00 | — |
| Muse Wonder Meta | — | 1.05M | $4.00 | $20.00 | — |
| Muse Wonder Full Meta | — | 1.05M | — | — | — |
| MiniMax M3.1 Flash Preview MiniMax | 61.7 | 1M | — | — | — |
| LongCat-2.5-Preview Meituan | — | 1M | — | — | — |
| Qwen 3.8 Max Prime Alibaba | — | 1M | — | — | — |
| MiMo V2.6 Flash RL Xiaomi | 66.9 | 1.05M | $0.14 | $0.28 | — |
| MiMo V2.6 Pro RL Xiaomi | 66.9 | 1.05M | $0.435 | $0.87 | — |
| MiMo-V2.6-Distill-Qwen-9B Xiaomi | — | — | — | — | — |
| Viv Fast Vivgrid | — | 1M | $0.13 | $0.40 | — |
| Pareto Unbiased AI | — | 262.14K | — | — | — |
| Qwen3.8 Omni Flash Qwen | 51.7 | 1M | — | — | — |
| Step 5 Preview StepFun | 74.2 | 1M | $1.00 | $2.70 | — |
| Fugu Max Sakana AI | — | 1M | — | — | — |
| Fugu Ultra v2 Sakana AI | — | 1M | — | — | — |
| Kimi K2.8 Preview Moonshot AI | — | 1.05M | — | — | — |
| Ling 3.0 Flash VL inclusionAI | 41.8 | 131.07K | — | — | — |
| GPT-6 Astra (Fast) OpenAI | — | 1.05M | — | — | — |
| Qwen3.8 Max 0902 Alibaba | — | 1M | — | — | — |
| Qwen3.8 Flash Qwen | 66.7 | 1M | $0.15 | $0.47 | — |
| DeepSeek V4 Flash Vision Experimental DeepSeek | 56.9 | 1.05M | — | — | — |
| Ornith 1.5 35B A3B Deepreinforce | — | 262.14K | — | — | — |
| Gemini 3.7 Flash Google | 89.2 | 1.05M | $0.75 | $3.75 | — |
| Gemini Flash Latest Google | 89.0 | 1.05M | $1.50 | $9.00 | — |
| Grok 4.6 xAI | — | 500K | — | — | — |
| MAI-Code-1.1-Flash Microsoft | — | 256K | — | — | — |
| Muse Glimmer 30B Meta | — | 131.07K | $0.30 | $1.20 | — |
| GPT-5.6 Cyber OpenAI | — | 400K | $12.50 | $75.00 | — |
| Muse Spark 1.2 Meta | — | 1.05M | $1.25 | $4.25 | — |
| Sakana Namazu Sakana AI | — | 262.14K | — | — | — |
| google/gemma-4-12B-it google | 61.2 | 262.14K | $0.06 | $0.30 | — |
| Inkling Small Thinkingmachines | 76.8 | 1.05M | $0.50 | $1.20 | — |
| Claude Opus 5 Anthropic | 75.6 | 1M | $5.00 | $25.00 | — |
| Gemini 3.5 Flash Lite Google | 89.4 | 1.05M | $0.30 | $2.50 | — |
| Gemini 3.6 Flash Google | 89.4 | 1.05M | $1.50 | $7.50 | — |
| Gemini Flash-Lite Latest Google | 89.0 | 1.05M | $0.25 | $1.50 | — |
| Qwen3.8 Max Preview Alibaba | 75.6 | 1M | $1.50 | $5.00 | — |
| Inkling Thinkingmachines | 76.8 | 1.05M | $1.00 | $4.05 | — |
| Qwen3.7 Flash Alibaba | 79.1 | 1M | $0.03 | $0.13 | — |
| GPT-5.6 Luna OpenAI | 80.8 | 1.05M | $0.20 | $1.20 | — |
| GPT-5.6 Sol OpenAI | 80.8 | 1.05M | $5.00 | $30.00 | — |
1–60 of 557 models · select a column to sort
About this order: Recommended shows our editorial shortlist first, followed by recent releases. The spec score is 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.