The best AI models for data extraction, ranked by extraction score. JSON mode is critical for structured output, vision enables document and image reading, and function calling powers pipeline integration. Updated hourly from 298+ models.
226
JSON Mode
125
With Vision
217
Function Calling
225
128K+ Context
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 ProOpenAI | 114 |
| 2 | GPT-5.2 ProOpenAI | 113 |
| 3 | GPT-5 ProOpenAI | 113 |
| 4 | o3 ProOpenAI | 105 |
| 5 | Claude Opus 4.1Anthropic | 104 |
| 6 | o3 Deep ResearchOpenAI | 97 |
| 7 | o1-proOpenAI | 95 |
| 8 | Claude Opus 4.6Anthropic | 94 |
| 9 | Claude Opus 4.5Anthropic | 93 |
| 10 | GPT-5.4OpenAI | 93 |
| 11 | Claude Sonnet 4.5Anthropic | 92 |
| 12 | Qwen3 VL 30B A3B ThinkingAlibaba | 92 |
| 13 | Qwen3 VL 235B A22B ThinkingAlibaba | 92 |
| 14 | GPT-5.2OpenAI | 91 |
| 15 | Gemini 3.1 Pro Preview Custom ToolsGoogle | 91 |
| 16 | Gemini 3.1 Pro PreviewGoogle | 91 |
| 17 | Gemini 3 Pro PreviewGoogle | 91 |
| 18 | Claude Sonnet 4.6Anthropic | 91 |
| 19 | GPT-5.1OpenAI | 90 |
| 20 | GPT-5.3-CodexOpenAI | 90 |
| 21 | GPT-5.2-CodexOpenAI | 90 |
| 22 | GPT-5OpenAI | 90 |
| 23 | Gemini 3 Flash PreviewGoogle | 89 |
| 24 | o4 Mini Deep ResearchOpenAI | 89 |
| 25 | GPT-5.1-Codex-MaxOpenAI | 89 |
Extract structured data from PDFs, contracts, and reports. Models with vision can read scanned documents and handwritten text, while JSON mode ensures output is machine-parseable for downstream systems. Ideal for automating document intake pipelines.
Automatically parse invoices, receipts, and financial documents into structured fields -- vendor name, line items, totals, tax amounts, and dates. Vision-capable models handle photographed or scanned receipts with high accuracy.
Feed raw HTML or page text into an LLM to extract product details, pricing, reviews, or article metadata. JSON mode guarantees consistent output schemas, and function calling enables multi-page crawl orchestration from a single prompt.
Function calling lets extraction models plug directly into your data pipeline -- calling APIs, writing to databases, or triggering downstream transformations. Combined with JSON mode, this enables fully automated ETL workflows powered by AI.
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