Models listed
223
Reviewed and live in this category
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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
Image-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.
| Model | Capability▼ | Context | Input $/1M | Output $/1M | Speed |
|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite Google | 89.4 | 1.0M | $0.30 | $2.50 | — |
| Gemini 3.6 Flash Google | 89.4 | 1.0M | $1.50 | $7.50 | — |
| Gemini 3.1 Flash Lite Google | 89.0 | 1.0M | $0.25 | $1.50 | — |
| Gemini 3.5 Flash Google | 89.0 | 1.0M | $1.50 | $9.00 | — |
| Gemini Flash Latest Google | 89.0 | 1.0M | $1.50 | $9.00 | — |
| Gemini Flash-Lite Latest Google | 89.0 | 1.0M | $0.25 | $1.50 | — |
| 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 | — |
| Gemini 3.1 Flash Lite Preview Google | 88.6 | 1.0M | $0.25 | $1.50 | — |
| Gemini 3.1 Pro Preview Google | 88.5 | 1.0M | $2.00 | $12.00 | — |
| Gemini 3.1 Pro Preview Custom Tools Google | 88.5 | 1.0M | $2.00 | $12.00 | — |
| Gemini 3 Flash Preview Google | 88.2 | 1.0M | $0.50 | $3.00 | — |
| Gemini 3 Pro Preview Google | 88.0 | 1.0M | $2.00 | $12.00 | — |
| Gemini 2.5 Flash Google | 87.2 | 1.0M | $0.30 | $2.50 | — |
| Gemini 2.5 Flash-Lite Google | 87.2 | 1.0M | $0.10 | $0.40 | — |
| Gemini 2.5 Pro Google | 87.2 | 1.0M | $1.25 | $10.00 | — |
| 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 | — |
| MiMo-V2.5 Xiaomi | 80.4 | 1.0M | $0.14 | $0.28 | — |
| 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 | — |
| MiMo-V2-Omni Xiaomi | 78.5 | 262.1K | $0.14 | $0.28 | — |
| Qwen3.6 27B Alibaba | 77.2 | 262.1K | $0.60 | $3.60 | — |
| Qwen3.6 35B-A3B Alibaba | 77.2 | 262.1K | $0.25 | $1.49 | — |
| Grok 4.3 xAI | 76.9 | 1M | $1.25 | $2.50 | — |
| Qwen3.5 122B-A10B Alibaba | 76.9 | 262.1K | $0.40 | $3.20 | — |
| Qwen3.5 27B Alibaba | 76.9 | 262.1K | $0.30 | $2.40 | — |
| Qwen3.5 35B-A3B Alibaba | 76.9 | 262.1K | $0.25 | $2.00 | — |
| Inkling Thinkingmachines | 76.8 | 1.0M | $1.00 | $4.05 | — |
| Inkling Small Thinkingmachines | 76.8 | 1.0M | $0.50 | $1.20 | — |
| Qwen3.5 397B-A17B Alibaba | 76.8 | 262.1K | $0.60 | $3.60 | — |
| 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 | — |
| Gemini Robotics-ER 1.6 Preview Google | 73.8 | 131.1K | $1.00 | $5.00 | — |
| 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 | — |
| Nemotron 3 Nano Omni 30B A3B Reasoning NVIDIA | 72.1 | 256K | $0.00 | $0.00 | — |
| 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 | — |
| o1 OpenAI | 69.0 | 200K | $15.00 | $60.00 | — |
| GPT-Realtime-2.1 OpenAI | 67.6 | 128K | $4.00 | $24.00 | — |
| Gemini 2.0 Flash Google | 66.6 | 1.0M | $0.10 | $0.40 | — |
| Gemini 2.0 Flash-Lite Google | 66.6 | 1.0M | $0.07 | $0.30 | — |
| 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 | — |
| Gemma 4 E2B IT Google | 64.2 | 131.1K | $0.02 | $0.10 | — |
| Gemma 4 E4B IT Google | 64.2 | 131.1K | $0.04 | $0.20 | — |
| 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 | — |
| Gemini 1.5 Pro Google | 63.6 | 2M | $1.25 | $5.00 | 65 t/s |
| 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 | — |
| 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 | — |
| Claude 3.5 Sonnet Anthropic | 57.7 | 200K | $3.00 | $15.00 | 78 t/s |
| 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 | — |
| 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 | 110 t/s |
| 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 | — |
| Claude Haiku 3 Anthropic | 40.6 | 200K | $0.25 | $1.25 | — |
| 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 | — |
| 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 | — |
| Gemini Embedding 2 Google | 28.8 | 8.2K | $0.20 | $0.00 | — |
| 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 | — |
| Llama Nemotron Embed VL 1B v2 NVIDIA | 19.2 | 32.8K | $0.00 | $0.00 | — |
| Aya Vision 32B Cohere | 15.3 | 16K | — | — | — |
| Aya Vision 8B Cohere | 15.3 | 16K | — | — | — |
| GPT-Image-1.5 OpenAI | 13.6 | 0 | — | — | — |
| alibaba-damo/mgp-str-base alibaba-damo | 5.0 | — | — | — | — |
| breezedeus/pix2text-mfr breezedeus | 5.0 | — | — | — | — |
| facebook/nougat-base facebook | 5.0 | — | — | — | — |
| facebook/nougat-small facebook | 5.0 | — | — | — | — |
| google/pix2struct-base google | 5.0 | — | — | — | — |
| ibm-granite/granite-vision-3.3-2b ibm-granite | 5.0 | — | — | — | — |
| JEILDLWLRMA/Qwen3-VL-8B-Instruct-NVFP4 JEILDLWLRMA | 5.0 | — | — | — | — |
| kha-white/manga-ocr-base kha-white | 5.0 | — | — | — | — |
| laion/mscoco_finetuned_CoCa-ViT-L-14-laion2B-s13B-b90k laion | 5.0 | — | — | — | — |
| lightonai/LightOnOCR-1B-1025 lightonai | 5.0 | — | — | — | — |
| microsoft/git-base microsoft | 5.0 | — | — | — | — |
| microsoft/kosmos-2-patch14-224 microsoft | 5.0 | — | — | — | — |
| microsoft/trocr-base-handwritten microsoft | 5.0 | — | — | — | — |
| microsoft/trocr-base-printed microsoft | 5.0 | — | — | — | — |
| microsoft/trocr-base-stage1 microsoft | 5.0 | — | — | — | — |
| microsoft/trocr-large-handwritten microsoft | 5.0 | — | — | — | — |
| microsoft/trocr-large-printed microsoft | 5.0 | — | — | — | — |
| microsoft/trocr-small-handwritten microsoft | 5.0 | — | — | — | — |
| microsoft/trocr-small-printed microsoft | 5.0 | — | — | — | — |
| microsoft/trocr-small-stage1 microsoft | 5.0 | — | — | — | — |
| naver-clova-ix/donut-base naver-clova-ix | 5.0 | — | — | — | — |
| naver-clova-ix/donut-base-finetuned-cord-v2 naver-clova-ix | 5.0 | — | — | — | — |
| nlpconnect/vit-gpt2-image-captioning nlpconnect | 5.0 | — | — | — | — |
| noctrex/LightOnOCR-2-1B-bbox-soup-GGUF noctrex | 5.0 | — | — | — | — |
| numind/NuExtract3 numind | 5.0 | — | — | — | — |
| optimum-intel-internal-testing/pix2struct-tiny-random optimum-intel-internal-testing | 5.0 | — | — | — | — |
| optimum-intel-internal-testing/trocr-small-handwritten optimum-intel-internal-testing | 5.0 | — | — | — | — |
| PaddlePaddle/en_PP-OCRv4_mobile_rec PaddlePaddle | 5.0 | — | — | — | — |
| PaddlePaddle/en_PP-OCRv5_mobile_rec PaddlePaddle | 5.0 | — | — | — | — |
| PaddlePaddle/latin_PP-OCRv5_mobile_rec PaddlePaddle | 5.0 | — | — | — | — |
| PaddlePaddle/PP-DocBlockLayout PaddlePaddle | 5.0 | — | — | — | — |
| PaddlePaddle/PP-LCNet_x1_0_doc_ori PaddlePaddle | 5.0 | — | — | — | — |
| PaddlePaddle/PP-LCNet_x1_0_textline_ori PaddlePaddle | 5.0 | — | — | — | — |
| PaddlePaddle/PP-OCRv3_mobile_det PaddlePaddle | 5.0 | — | — | — | — |
| PaddlePaddle/PP-OCRv5_mobile_det PaddlePaddle | 5.0 | — | — | — | — |
| PaddlePaddle/PP-OCRv5_mobile_det_onnx PaddlePaddle | 5.0 | — | — | — | — |
| PaddlePaddle/PP-OCRv5_mobile_rec PaddlePaddle | 5.0 | — | — | — | — |
| PaddlePaddle/PP-OCRv5_server_det PaddlePaddle | 5.0 | — | — | — | — |
| PaddlePaddle/PP-OCRv5_server_rec PaddlePaddle | 5.0 | — | — | — | — |
| PaddlePaddle/PP-OCRv6_medium_det PaddlePaddle | 5.0 | — | — | — | — |
| PaddlePaddle/PP-OCRv6_medium_rec PaddlePaddle | 5.0 | — | — | — | — |
| PaddlePaddle/UVDoc PaddlePaddle | 5.0 | — | — | — | — |
| raxtemur/trocr-base-ru raxtemur | 5.0 | — | — | — | — |
| rtr46/meiki.text.detect.v0 rtr46 | 5.0 | — | — | — | — |
| rtr46/meiki.txt.recognition.v0 rtr46 | 5.0 | — | — | — | — |
| Salesforce/blip-image-captioning-base Salesforce | 5.0 | — | — | — | — |
| Salesforce/blip-image-captioning-large Salesforce | 5.0 | — | — | — | — |
| sherif1313/Arabic-handwritten-OCR-4bit-Qwen2.5-VL-3B-v2 sherif1313 | 5.0 | — | — | — | — |
| unsloth/GLM-OCR unsloth | 5.0 | — | — | — | — |
| zhiyuanyou/DeQA-Score-Mix3 zhiyuanyou | 5.0 | — | — | — | — |
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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.