Document Parsing on ParseBench Main Results
84.9Overall ScoreLlamaParse Agentic
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LlamaParse AgenticProvider Category=LlamaParse (Ours)2026.04 | 84.9 | 90.7 | 78.1 | 89.7 | 85.2 | 80.6 | |
| LlamaParse Cost EffectiveProvider Category=LlamaParse (Ours)2026.04 | 71.9 | 73.2 | 66.7 | 88 | 73 | 58.6 | |
| Google Gemini 3 FlashProvider Category=VLMs2026.04 | 71 | 89.9 | 64.8 | 86.2 | 58.4 | 56 | |
| ReductoProvider Category=Specialized Document Parsers2026.04 | 67.8 | 70.3 | 57 | 86.4 | 56.8 | 68.7 | |
| Qwen 3 VLProvider Category=VLMs2026.04 | 62 | 74.7 | 28.2 | 87.6 | 64.2 | 55.2 | |
| Azure Doc IntelligenceProvider Category=Specialized Document Parsers2026.04 | 59.6 | 86 | 1.6 | 84.9 | 51.9 | 73.8 | |
| Dots OCR 1.5Provider Category=VLMs2026.04 | 55.8 | 85.2 | 0.9 | 90 | 47 | 55.8 | |
| ExtendProvider Category=Specialized Document Parsers2026.04 | 55.8 | 85.1 | 1.6 | 84.1 | 47.4 | 60.7 | |
| Docling (OSS)Provider Category=Specialized Document Parsers2026.04 | 50.6 | 66.4 | 52.8 | 66.9 | 1 | 66.1 | |
| Google Cloud Doc AIProvider Category=Specialized Document Parsers2026.04 | 50.4 | 55.1 | 1.4 | 83.7 | 50.5 | 61.3 | |
| AWS TextractProvider Category=Specialized Document Parsers2026.04 | 47.9 | 84.6 | 6 | 74.8 | 3.7 | 70.4 | |
| OpenAI GPT-5 MiniProvider Category=VLMs2026.04 | 46.8 | 69.8 | 30.1 | 82.3 | 45.8 | 6.2 | |
| Anthropic Haiku 4.5Provider Category=VLMs2026.04 | 45.2 | 77.2 | 13.8 | 78.7 | 49.4 | 6.7 | |
| LandingAIProvider Category=Specialized Document Parsers2026.04 | 45.2 | 73.7 | 10.9 | 88.6 | 27.9 | 25.1 |