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Best AI model for data extraction
For data extraction, GPT-5 scores highest on the current data (67.1), weighting instruction following 50%, long context 30%, multimodal 20%.
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Weights: Instruction Following 50%, Long Context 30%, Multimodal 20%. Extraction rewards following a schema exactly across long or scanned documents.
| # | Model | Provider | Fit | Instruction Following | Long Context | Multimodal | Input $/M | Output $/M |
|---|---|---|---|---|---|---|---|---|
| 1 | GPT-5 | OpenAI | 67.1 | 73.8 | 69.5 | 46.8 | $1.25 | $10 |
| 2 | Claude Opus 5.5 | Anthropic | 65.7 | 80.0 | 47.1 | 57.8 | $4 | $20 |
| 3 | Grok 4 | xAI | 65.3 | 79.2 | 63.1 | 33.7 | — | — |
| 4 | GPT-5.1 | OpenAI | 65.2 | 83.9 | 47.6 | 44.8 | $1.25 | $10 |
| 5 | Gemini 2.5 Pro | 64.5 | 75.0 | 59.8 | 45.2 | $1.25 | $10 | |
| 6 | Claude Fable 5.1 | Anthropic | 64.4 | 79.2 | 46.7 | 53.9 | $10 | $50 |
| 7 | Claude Opus 5 | Anthropic | 63.7 | 79.2 | 46.5 | 50.8 | $5 | $25 |
| 8 | Gemini 4 Argon | 63.6 | 80.1 | 47.6 | 46.5 | — | — | |
| 9 | Claude Sonnet 5.5 | Anthropic | 63.2 | 78.3 | 45.9 | 51.5 | $2 | $10 |
| 10 | Gemini 3 Pro | 62.8 | 76.3 | 44.0 | 57.6 | — | — | |
| 11 | GPT-5.5 | OpenAI | 62.6 | 77.5 | 48.3 | 46.9 | $5 | $30 |
| 12 | GPT-6.1 Sol | OpenAI | 62.5 | 77.0 | 44.9 | 52.7 | $2 | $10 |
| 13 | GPT-6 Astra | OpenAI | 62.5 | 76.3 | 44.5 | 55.0 | $10 | $50 |
| 14 | GPT-5.4 | OpenAI | 62.4 | 77.1 | 50.3 | 43.7 | $2.50 | $15 |
| 15 | Claude Fable 5 | Anthropic | 62.2 | 78.6 | 46.3 | 45.3 | $10 | $50 |
| 16 | GPT-5.6 Sol | OpenAI | 62.2 | 77.7 | 45.4 | 48.6 | $4 | $20 |
| 17 | Claude Opus 4.6 | Anthropic | 61.6 | 79.5 | 48.1 | 37.3 | $5 | $25 |
| 18 | Kimi K2.5 (open weights) | Moonshot AI | 61.5 | 75.3 | 52.1 | 41.1 | $0.45 | $2.25 |
| 19 | Claude Opus 4.7 | Anthropic | 61.3 | 78.4 | 46.2 | 41.2 | $5 | $25 |
| 20 | Gemini 3.5 Flash | 61.3 | 77.0 | 45.4 | 45.7 | $1.50 | $9 | |
| 21 | Muse Spark 1.3 | Meta | 61.2 | 77.5 | 45.6 | 43.7 | $1.25 | $4.25 |
| 22 | MiMo-V2.6-Pro (open weights) | Xiaomi | 61.1 | 78.2 | 46.0 | 40.8 | $0.43 | $0.87 |
| 23 | Gemini 3.8 Flash | 61.0 | 78.0 | 46.3 | 40.7 | $0.75 | $3.75 | |
| 24 | GPT-5.6 Terra | OpenAI | 61.0 | 76.4 | 44.4 | 47.3 | $2 | $12 |
| 25 | GLM-5.3-Flash (open weights) | Z.ai (Zhipu) | 60.9 | 77.5 | 45.4 | 42.8 | $0.15 | $0.50 |
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Top two head to head: GPT-5 vs Claude Opus 5.5
Frequently asked questions
What is the best ai model for data extraction?
For data extraction, GPT-5 scores highest on the current data (67.1), weighting instruction following 50%, long context 30%, multimodal 20%.
How is this shortlist built?
Extraction rewards following a schema exactly across long or scanned documents. Each model's category scores are blended with those weights; only ranked models with results in every needed category are listed.
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