The best AI models for data extraction, ranked by extraction score. JSON mode is critical for structured output, vision enables document and image reading和function calling powers pipeline integration。
129
JSON Mode
152
With Vision
132
Function Calling
145
128K+ Context
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 ProOpenAI | 115 |
| 2 | GPT-5.4OpenAI | 115 |
| 3 | GPT-5.2 ProOpenAI | 114 |
| 4 | Claude Opus 4.6 (Fast)Anthropic | 113 |
| 5 | Claude Opus 4.6Anthropic | 113 |
| 6 | GPT-5.2-CodexOpenAI | 113 |
| 7 | GPT-5.2OpenAI | 113 |
| 8 | Grok 4.20xAI | 112 |
| 9 | GPT-5.3-CodexOpenAI | 112 |
| 10 | GPT-5 ProOpenAI | 112 |
| 11 | Gemini 3 Flash PreviewGoogle | 111 |
| 12 | Grok 4xAI | 111 |
| 13 | GPT-5.1-Codex-MaxOpenAI | 111 |
| 14 | GPT-5 CodexOpenAI | 111 |
| 15 | GPT-5OpenAI | 111 |
| 16 | GPT-5.3 ChatOpenAI | 110 |
| 17 | GPT-5.1OpenAI | 110 |
| 18 | GPT-5.1-CodexOpenAI | 110 |
| 19 | GPT-5.1-Codex-MiniOpenAI | 110 |
| 20 | o3 Deep ResearchOpenAI | 110 |
| 21 | o3 ProOpenAI | 110 |
| 22 | o3OpenAI | 110 |
| 23 | GPT-5.1 ChatOpenAI | 110 |
| 24 | Claude Sonnet 4.6Anthropic | 108 |
| 25 | Claude Opus 4.5Anthropic | 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.
可以，具有视觉能力的模型可以从PDF、图像和扫描文档中提取表格、表单和键值对。JSON模式确保输出可机器读取。推理处理传统OCR无法处理的复杂布局。
顶级视觉模型在印刷文档上达到95-99%的准确率，手写文本为85-95%。准确度取决于文档质量、布局复杂性和专业术语。
具有网络搜索和函数调用功能的模型可以从网页中抓取结构化数据。JSON模式确保一致的输出格式。
视觉模型处理PDF、图像、扫描文档和截图。无视觉功能的模型处理纯文本、HTML、CSV和JSON。复杂文档建议使用视觉模型。