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 325+ models.
232
JSON Mode
131
With Vision
224
Function Calling
236
128K+ Context
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 ProOpenAI | 117 |
| 2 | GPT-5.4OpenAI | 117 |
| 3 | GPT-5.4 MiniOpenAI | 116 |
| 4 | GPT-5.2 ProOpenAI | 116 |
| 5 | GPT-5.2OpenAI | 116 |
| 6 | Claude Opus 4.6Anthropic | 115 |
| 7 | GPT-5 ProOpenAI | 115 |
| 8 | o3 Deep ResearchOpenAI | 115 |
| 9 | Claude Opus 4.5Anthropic | 113 |
| 10 | GPT-5OpenAI | 113 |
| 11 | Gemini 3 Flash PreviewGoogle | 112 |
| 12 | Claude Sonnet 4.6Anthropic | 112 |
| 13 | Claude Sonnet 4.5Anthropic | 112 |
| 14 | o3 ProOpenAI | 111 |
| 15 | Grok 4.1 FastxAI | 110 |
| 16 | Grok 4.20 BetaxAI | 109 |
| 17 | Grok 4xAI | 109 |
| 18 | Gemini 3.1 Pro PreviewGoogle | 109 |
| 19 | o3OpenAI | 109 |
| 20 | GPT-5.1OpenAI | 108 |
| 21 | MiMo-V2-OmniXiaomi | 108 |
| 22 | GPT-5.4 NanoOpenAI | 108 |
| 23 | Seed-2.0-LiteByteDance | 108 |
| 24 | Qwen3.5-9BAlibaba | 108 |
| 25 | GPT-5.3 ChatOpenAI | 108 |
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.
Explore models by capability, compare pricing, or dive into the full leaderboard.
Based on our composite scoring updated hourly, the top-ranked models are shown at the top of this page. Rankings consider benchmarks, pricing, capabilities, and community adoption.
Yes, several models listed on this page offer free tiers or are fully open-source. Look for models marked as Free in the pricing column above.
We use a composite scoring system combining benchmark performance, capability matching, pricing, context window size, and community adoption. Scores are updated hourly.
Rankings refresh every hour using real-time data from benchmarks, API testing, and community metrics. The data shown always reflects the most current performance.