leaderboard.csv

Provider,Category,Overall,Tables,Charts,Content_Faithfulness,Semantic_Formatting,Visual_Grounding,Cost_Per_Page,Cost_Charts,Cost_Tables,Cost_Text,Cost_Layout,HF_Model_ID,Verified
LlamaParse Cost Effective,LlamaParse,77.68,86.72,73.98,87.32,78.14,62.22,0.375,,,,,,yes
LlamaParse Agentic,LlamaParse,82.83,90.90,81.20,87.84,84.81,69.42,1.25,,,,,,yes
LlamaParse Agentic Plus,LlamaParse,86.69,93.27,92.19,89.74,82.84,75.43,5.625,,,,,,yes
OpenAI GPT-5 Mini (Reasoning Minimal),VLM - Proprietary,48.90,69.79,29.81,85.68,53.08,6.15,0.88,0.70,1.22,0.67,0.91,,yes
OpenAI GPT-5 Mini (Reasoning Medium),VLM - Proprietary,49.86,74.53,38.90,86.12,38.05,11.69,3.05,2.93,3.43,2.67,3.15,,yes
Anthropic Haiku 4.5 (Disable Thinking),VLM - Proprietary,49.34,77.03,12.87,85.54,65.03,6.22,1.64,0.97,2.46,1.53,1.60,,yes
Anthropic Haiku 4.5 (Thinking),VLM - Proprietary,51.21,78.53,27.78,83.10,55.53,11.11,3.69,3.49,4.26,3.16,3.83,,yes
Google Gemini 3 Flash (Thinking Minimal),VLM - Proprietary,72.47,89.64,63.63,89.29,64.15,55.63,0.65,0.49,0.84,0.56,0.69,,yes
Google Gemini 3 Flash (Thinking High),VLM - Proprietary,73.98,91.19,64.05,89.74,62.56,62.37,2.41,2.38,2.29,2.25,2.70,,yes
Google Gemini 3 Flash (Thinking Medium),VLM - Proprietary,74.07,91.03,61.56,88.28,67.95,61.53,1.98,2.23,2.01,1.74,1.97,,yes
GLM-5.3 Flash,VLM - Proprietary,70.55,89.19,54.59,88.18,79.02,41.78,0.44,0.39,0.49,0.42,0.47,,yes
OpenAI GPT-6.1 Sol (Reasoning Low),VLM - Proprietary,69.63,92.46,37.16,88.89,74.78,54.85,1.95,1.43,2.58,1.63,2.16,,yes
OpenAI GPT-6.1 Terra (Reasoning Medium),VLM - Proprietary,73.64,93.07,59.71,89.32,73.18,52.94,1.09,0.93,1.39,0.87,1.16,,no
OpenAI GPT-6.1 Terra (Reasoning Low),VLM - Proprietary,69.77,92.18,45.12,89.57,72.58,49.40,0.96,0.72,1.30,0.78,1.04,,no
Google Gemini 3.5 Flash (Thinking Medium),VLM - Proprietary,68.83,91.15,43.94,90.00,57.92,61.15,4.28,3.50,5.12,3.57,4.94,,yes
Google Gemini 3.5 Flash (Thinking Minimal),VLM - Proprietary,61.27,86.30,18.58,88.45,64.35,48.66,1.82,1.13,2.53,1.47,2.15,,yes
Google Gemini 3.5 Flash (Thinking High),VLM - Proprietary,73.22,90.48,45.27,88.52,77.87,63.95,4.95,4.02,5.91,4.10,5.78,,yes
Google Gemini 3.6 Flash (Thinking Medium),VLM - Proprietary,65.36,89.49,30.45,88.15,56.19,62.50,3.76,3.25,4.21,3.22,4.35,,yes
Google Gemini 3.6 Flash (Thinking Minimal),VLM - Proprietary,62.54,85.61,24.14,83.91,56.34,62.72,1.48,0.98,1.90,1.24,1.80,,yes
Google Gemini 3.6 Flash (Thinking High),VLM - Proprietary,69.12,89.33,34.53,87.93,73.14,60.65,4.25,3.67,4.75,3.63,4.95,,yes
Google Gemini 3.7 Flash (Thinking High),VLM - Proprietary,70.37,90.21,32.07,88.21,74.98,66.40,1.91,1.52,2.25,1.59,2.28,,yes
Google Gemini 3.7 Flash (Thinking Medium),VLM - Proprietary,69.88,88.71,35.11,88.12,73.09,64.39,1.06,0.83,1.24,0.97,1.21,,yes
Google Gemini 3.7 Flash (Thinking Low),VLM - Proprietary,68.63,88.00,31.84,88.08,68.90,66.31,0.70,0.47,0.89,0.61,0.83,,yes
Google Gemini 3.8 Flash (Thinking High),VLM - Proprietary,71.20,89.15,32.58,89.31,75.91,69.03,3.41,3.46,3.48,2.67,4.02,,yes
Google Gemini 3.8 Flash (Thinking Low),VLM - Proprietary,69.15,88.22,35.12,87.94,66.65,67.81,0.71,0.48,0.89,0.62,0.85,,yes
Google Gemini 3.8 Flash (Thinking Medium),VLM - Proprietary,69.72,89.13,32.72,88.13,71.82,66.79,1.24,1.11,1.42,1.05,1.38,,yes
Anthropic Opus 4.6,VLM - Proprietary,53.80,86.25,15.03,89.23,62.04,16.44,5.78,4.02,8.16,5.19,6.40,,yes
Anthropic Opus 4.7,VLM - Proprietary,63.34,87.17,55.84,90.26,69.42,13.99,7.14,5.69,8.63,6.07,8.17,,no
Anthropic Opus 4.8,VLM - Proprietary,62.27,89.65,49.75,89.02,71.38,11.53,7.30,5.82,8.78,6.24,8.36,,no
Anthropic Opus 5.5 (Effort High),VLM - Proprietary,78.80,94.26,70.89,91.25,77.06,60.56,6.13,5.47,7.12,5.18,6.76,,yes
Anthropic Opus 5.5,VLM - Proprietary,76.97,93.88,64.12,91.35,77.05,58.44,5.79,4.68,6.90,5.07,6.51,,yes
Anthropic Opus 5.5 (Effort Low),VLM - Proprietary,73.47,92.71,53.52,91.23,75.23,54.67,5.46,4.27,6.71,4.85,6.03,,yes
Anthropic Fable 5,VLM - Proprietary,69.79,89.79,52.21,90.02,72.62,44.29,15.60,13.04,19.36,13.03,16.99,,no
Anthropic Fable 5.1,VLM - Proprietary,77.81,91.53,66.93,90.77,76.02,63.81,16.05,14.64,17.82,13.79,17.96,,yes
Anthropic Sonnet 5,VLM - Proprietary,61.16,86.65,60.53,86.51,64.93,7.18,3.18,2.79,3.82,2.60,3.52,,no
Anthropic Sonnet 5.5,VLM - Proprietary,69.21,91.07,37.69,91.24,71.63,54.44,2.74,2.10,3.39,2.41,3.06,,yes
Google Gemini 3.1 Pro,VLM - Proprietary,67.32,91.13,40.43,89.26,44.91,70.85,8.49,6.69,9.69,7.73,10.54,,yes
Google Gemini 3.1 Pro (Thinking Low),VLM - Proprietary,59.77,90.35,11.43,86.79,45.58,64.69,2.50,1.56,3.22,2.15,3.07,,yes
Google Gemini 3.1 Flash Lite,VLM - Proprietary,56.45,85.52,10.69,89.15,48.60,48.29,0.29,0.19,0.37,0.27,0.31,,yes
Google Gemini 3.1 Flash Lite (Thinking Medium),VLM - Proprietary,56.66,83.48,14.35,87.27,56.17,42.02,0.32,0.21,0.40,0.30,0.37,,yes
Anthropic Haiku 5.5,VLM - Proprietary,56.02,86.85,10.13,89.83,65.64,27.63,0.14,0.11,0.19,0.13,0.15,,yes
Google Gemini 3.1 Flash Lite (Thinking High),VLM - Proprietary,55.84,76.80,30.89,82.84,56.61,32.08,1.04,0.86,1.18,0.97,1.12,,yes
Google Gemini 3.5 Flash Lite,VLM - Proprietary,53.11,73.50,6.08,82.48,48.56,54.92,0.56,0.34,0.74,0.40,0.74,,yes
Google Gemini 3.5 Flash Lite (Thinking High),VLM - Proprietary,59.49,83.35,19.27,86.48,54.05,54.30,1.18,0.91,1.47,0.96,1.37,,yes
Google Gemini 3.5 Flash Lite (Thinking Medium),VLM - Proprietary,50.45,72.88,6.23,78.51,48.06,46.59,0.47,0.29,0.63,0.39,0.58,,yes
OpenAI GPT-5.4 (Reasoning None),VLM - Proprietary,61.72,83.64,65.57,86.78,55.67,16.95,2.90,2.55,4.04,2.13,3.00,,yes
OpenAI GPT-5.5 (Reasoning Medium),VLM - Proprietary,66.42,90.11,64.84,88.40,58.09,30.64,13.09,13.22,13.93,11.30,13.90,,yes
OpenAI GPT-5.5 (Reasoning None),VLM - Proprietary,62.50,89.39,58.80,87.88,62.38,14.07,5.93,4.87,8.12,4.40,6.33,,yes
OpenAI GPT-5.6 Terra (Reasoning Medium),VLM - Proprietary,67.06,86.74,67.86,86.77,68.47,25.45,2.71,2.62,3.40,2.09,2.75,,yes
OpenAI GPT-5.6 Terra (Reasoning Low),VLM - Proprietary,66.71,86.93,67.71,86.63,67.92,24.37,2.59,2.44,3.25,1.97,2.68,,yes
OpenAI GPT-5.6 Terra (Reasoning None),VLM - Proprietary,63.60,86.30,61.68,85.82,62.49,21.73,2.36,2.10,3.09,1.77,2.48,,yes
OpenAI GPT-5.6 Sol (Reasoning High),VLM - Proprietary,74.40,91.41,68.68,87.84,77.16,46.90,8.08,8.42,8.14,6.76,9.02,,yes
OpenAI GPT-5.6 Sol (Reasoning None),VLM - Proprietary,65.79,89.45,58.09,87.44,74.63,19.32,4.06,3.26,5.44,3.24,4.29,,yes
OpenAI GPT-5.6 Luna (Reasoning Max),VLM - Proprietary,66.73,88.30,49.16,86.40,64.95,44.83,1.70,1.70,1.46,1.58,2.04,,yes
OpenAI GPT-5.6 Luna (Reasoning XHigh),VLM - Proprietary,66.86,89.45,49.44,86.83,66.51,42.06,1.01,0.98,0.92,0.94,1.21,,yes
OpenAI GPT-5.6 Luna (Reasoning High),VLM - Proprietary,65.96,88.77,49.25,86.64,67.14,38.01,0.59,0.57,0.59,0.52,0.68,,yes
OpenAI GPT-5.6 Luna (Reasoning Medium),VLM - Proprietary,61.82,85.33,46.91,85.00,65.80,26.08,0.29,0.25,0.35,0.25,0.31,,yes
OpenAI GPT-5.6 Luna (Reasoning Low),VLM - Proprietary,58.45,81.69,38.95,84.96,64.75,21.88,0.23,0.18,0.30,0.20,0.25,,yes
OpenAI GPT-5.6 Luna (Reasoning None),VLM - Proprietary,54.51,79.84,27.87,84.88,64.55,15.40,0.22,0.17,0.30,0.18,0.23,,yes
OpenAI GPT-6 Astra (Reasoning Low),VLM - Proprietary,69.81,93.18,35.08,89.21,75.52,56.04,9.87,7.14,13.09,8.15,11.09,,yes
OpenAI GPT-6 Sol (Reasoning High),VLM - Proprietary,68.85,92.65,48.05,87.54,67.91,48.12,3.47,2.97,3.75,3.17,3.99,,yes
OpenAI GPT-6 Sol (Reasoning Medium),VLM - Proprietary,67.33,90.29,46.46,86.94,67.89,45.05,2.40,2.01,2.91,2.08,2.60,,yes
OpenAI GPT-6 Sol (Reasoning None),VLM - Proprietary,65.27,89.51,42.02,85.99,67.34,41.50,1.86,1.35,2.56,1.52,1.98,,yes
OpenAI GPT-6 Luna (Reasoning Max),VLM - Proprietary,64.13,87.44,45.71,84.21,61.81,41.48,0.72,0.67,0.59,0.73,0.88,,yes
OpenAI GPT-6 Luna (Reasoning XHigh),VLM - Proprietary,63.08,88.02,42.38,84.72,65.34,34.95,0.29,0.26,0.28,0.27,0.33,,yes
OpenAI GPT-6 Luna (Reasoning High),VLM - Proprietary,62.90,87.98,44.28,85.04,63.59,33.61,0.21,0.19,0.22,0.18,0.23,,yes
OpenAI GPT-6 Luna (Reasoning Medium),VLM - Proprietary,61.03,86.76,42.97,84.70,61.13,29.60,0.14,0.13,0.17,0.12,0.15,,yes
OpenAI GPT-6 Luna (Reasoning Low),VLM - Proprietary,58.02,84.21,39.05,84.65,59.90,22.29,0.11,0.08,0.14,0.09,0.11,,yes
OpenAI GPT-6 Luna (Reasoning None),VLM - Proprietary,51.34,81.44,15.48,84.75,59.84,15.20,0.09,0.06,0.13,0.07,0.10,,yes
OpenAI GPT-5.4 Nano,VLM - Proprietary,42.24,60.28,16.67,79.19,48.71,6.37,0.25,0.17,0.35,0.19,0.28,,yes
Amazon Nova 2 Lite,VLM - Proprietary,40.43,68.38,6.7,77.04,45.26,4.78,0.70,0.30,0.70,0.99,0.79,,no
Tencent Hy4 (Thinking High),VLM - Proprietary,73.95,82.21,70.96,85.74,75.41,55.42,2.44,2.61,2.36,2.13,2.64,,yes
AWS Textract,Commercial - IDP,48.31,84.46,4.47,77.61,4.65,70.36,1.5,,,,,,yes
Google Cloud Document AI,Commercial - IDP,48.66,54.95,1.59,84.01,41.47,61.26,1,,,,,,yes
Azure Document Intelligence (Layout),Commercial - IDP,56.76,85.97,1.27,84.55,40.17,71.82,1,,,,,,yes
anyformat (Standard),Commercial - Startup APIs,80.05,86.84,85.01,86.39,79.25,62.74,4.3,,,,,,yes
Reducto (Agentic),Commercial - Startup APIs,70.87,80.20,72.37,87.65,45.40,68.71,4.76,6,3.4,4.2,5,,yes
Pulse Ultra 2,Commercial - Startup APIs,81.60,90.35,89.70,87.63,73.97,66.35,1.5,,,,,,no
Datalab Accurate,Commercial - Startup APIs,72.88,90.66,63.20,85.76,73.41,51.38,1,,,,,,yes
Datalab Balanced,Commercial - Startup APIs,72.82,91.02,63.12,85.70,72.94,51.31,0.4,,,,,,yes
Datalab Fast,Commercial - Startup APIs,62.92,85.15,54.85,84.64,42.47,47.48,0.4,,,,,,yes
Reducto,Commercial - Startup APIs,67.83,70.33,56.99,86.37,56.75,68.71,2.38,3,1.7,2.1,2.5,,no
Reducto (r-1-mini),Commercial - Startup APIs,66.14,88.23,1.47,88.92,75.82,76.25,0.1,0.1,0.1,0.1,0.1,,yes
Reducto (r-1),Commercial - Startup APIs,61.49,85.00,2.74,88.91,73.51,57.31,1,1,1,1,1,,yes
Extend,Commercial - Startup APIs,55.75,85.05,1.59,84.08,47.36,60.67,2.5,,,,,,no
Extend (2.0),Commercial - Startup APIs,73.50,85.26,76.02,86.20,50.24,69.79,2.5,,,,,,yes
Extend Light (1.0),Commercial - Startup APIs,71.26,75.74,75.99,86.00,48.94,69.64,0.625,,,,,,yes
LandingAI,Commercial - Startup APIs,45.23,73.72,10.88,88.60,27.87,25.08,3,,,,,,no
Firecrawl,Commercial - Startup APIs,31.08,55.88,0,74.37,25.16,0,0.9,,,,,,no
oi-parser,Commercial - Startup APIs,78.30,92.62,78.28,86.17,66.88,67.53,,,,,,,no
DocAI,Commercial - Startup APIs,60.74,51.39,60.45,80.42,42.12,69.32,1.00,,,,,,no
Mistral OCR 4 (Annotation),Commercial - IDP,68.23,73.94,40.11,89.55,66.37,71.17,0.5,,,,,,no
Mistral OCR 4,Commercial - IDP,58.38,74.03,1.86,90.01,60.32,65.69,0.4,,,,,,yes
Databricks AI Parse,Commercial - IDP,70.11,86.46,71.67,88.38,44.74,59.30,0.35,0.38,0.30,0.30,0.41,,yes
Nutrient DWS (Agentic),Commercial - IDP,76.43,72.13,83.46,84.45,64.66,77.47,1.80,,,,,,no
Infinity-Parser2-Pro,VLM - Open Weight,71.19,86.39,58.16,89.66,47.12,74.64,,,,,,infly/Infinity-Parser2-Pro,yes
Infinity-Parser2-Flash,VLM - Open Weight,68.63,82.88,52.67,88.61,44.04,74.95,,,,,,infly/Infinity-Parser2-Flash,yes
OvisOCR3,VLM - Open Weight,71.81,80.18,62.50,89.12,53.29,73.94,,,,,,ATH-MaaS/OvisOCR3,no
Qwen3-VL-8B-Instruct,VLM - Open Weight,61.97,74.61,28.18,87.63,64.23,55.18,,,,,,Qwen/Qwen3-VL-8B-Instruct,no
MiniCPM-OCR 1.0,VLM - Open Weight,61.74,74.21,37.55,82.62,43.81,70.50,,,,,,openbmb/MiniCPM-OCR-1.0,no
Qwen 3.8 27B,VLM - Open Weight,60.17,84.55,16.69,86.30,54.80,58.53,,,,,,Qwen/Qwen3.8-27B,yes
Qwen 3.8 27B (Thinking),VLM - Open Weight,69.03,66.82,68.05,88.01,59.28,63.01,,,,,,Qwen/Qwen3.8-27B,yes
Unlimited-OCR-2,VLM - Open Weight,57.15,72.74,1.06,89.16,49.57,73.2,,,,,,baidu/Unlimited-OCR-2,no
Dots.mocr,VLM - Open Weight,54.18,85.03,0.84,89.99,40.11,54.91,,,,,,rednote-hilab/dots.mocr,yes
HPD-Parsing,VLM - Open Weight,53.40,73.79,0.79,82.19,45.69,64.52,,,,,,PaddlePaddle/HPD-Parsing,yes
Falcon-OCR,VLM - Open Weight,52.07,74.70,0.82,78.59,47.91,58.32,,,,,,tiiuae/Falcon-OCR,no
Docling-models,VLM - Open Weight,50.65,66.41,52.76,66.93,1.03,66.11,,,,,,docling-project/docling-models,no
Chandra-ocr-2,VLM - Open Weight,70.59,89.20,62.77,85.45,64.37,51.18,,,,,,datalab-to/chandra-ocr-2,yes
PaddleOCR-VL-1.6,VLM - Open Weight,50.90,67.79,50.62,82.39,44.92,8.78,,,,,,PaddlePaddle/PaddleOCR-VL-1.6,yes
PaddleOCR-VL-1.5,VLM - Open Weight,49.36,67.61,43.38,82.46,44.55,8.79,,,,,,PaddlePaddle/PaddleOCR-VL-1.5,yes
Surya OCR 2,VLM - Open Weight,60.63,82.74,19.04,87.84,63.59,49.93,,,,,,datalab-to/surya-ocr-2,yes
HunyuanOCR 1.5,VLM - Open Weight,62.14,65.32,55.98,84.26,47.78,57.35,,,,,,tencent/HunyuanOCR,yes
Gemma-4-31B-it,VLM - Open Weight,62.4,80.6,15,89.9,69.3,57.4,,,,,,google/gemma-4-31B-it,no
TeleOCR,VLM - Open Weight,57.52,72.77,9.97,84.59,45.74,74.55,,,,,,StarDoc-AI/TeleOCR,yes
Gemma-4-26B-A4B-it,VLM - Open Weight,58.5,70,14.2,83.8,65.1,59.2,,,,,,google/gemma-4-26B-A4B-it,no
Nemotron-3-Nano-Omni-30B-A3B (Thinking),VLM - Open Weight,48.51,70.44,31.47,80.97,59.69,0,,,,,,nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16,no
LightOnOCR-2-1B,VLM - Open Weight,48,75.5,13.5,87.8,63.2,0,,,,,,lightonai/LightOnOCR-2-1B,no
Nemotron-3.5-Parse,VLM - Open Weight,75.07,84.62,63.85,88.04,69.06,69.78,,,,,,nvidia/Nemotron-3.5-Parse,yes
LightOnOCR-3-4B,VLM - Open Weight,75.34,83.63,66.35,90.07,68.08,68.59,,,,,,lightonai/LightOnOCR-3-4B,yes
LightOnOCR-3-0.8B,VLM - Open Weight,74.56,84.42,64.55,88.82,66.44,68.59,,,,,,lightonai/LightOnOCR-3-0.8B,yes
LightOnOCR-3-1B,VLM - Open Weight,70.93,84.82,56.38,88.61,64.47,60.38,,,,,,lightonai/LightOnOCR-3-1B,yes
Qianfan-OCR,VLM - Open Weight,42.25,72.30,0.90,76.74,40.53,20.76,,,,,,baidu/Qianfan-OCR,yes
MinerU2.5-Pro-2605-1.2B,VLM - Open Weight,69.27,77.61,59.12,88.23,47.15,74.24,,,,,,opendatalab/MinerU2.5-Pro-2605-1.2B,yes
Unlimited-OCR,VLM - Open Weight,33.12,70.25,1.01,87.18,0.23,6.91,,,,,,baidu/Unlimited-OCR,yes
Jina-OCR-v1,VLM - Open Weight,45.72,74.90,7.52,85.55,60.64,0.00,,,,,,jinaai/jina-ocr-v1,yes
MinerU2.5-2509-1.2B,VLM - Open Weight,45.44,71.81,1.01,81.01,2.08,71.31,,,,,,opendatalab/MinerU2.5-2509-1.2B,yes
Qwen3.6-35B-A3B,VLM - Open Weight,37.35,19.04,4.00,80.61,41.81,41.27,,,,,,Qwen/Qwen3.6-35B-A3B,yes
MinerU-Diffusion-V1-0320-2.5B,VLM - Open Weight,41.07,66.53,0.97,69.02,1.19,67.63,,,,,,opendatalab/MinerU-Diffusion-V1-0320-2.5B,yes
DeepSeek-OCR-2,VLM - Open Weight,41.2,61.7,1.1,82,54,7,,,,,,deepseek-ai/DeepSeek-OCR-2,no
PaddleOCR-VL,VLM - Open Weight,40.9,67.1,0.9,82.7,54,0,,,,,,PaddlePaddle/PaddleOCR-VL,no
OvisOCR2,VLM - Open Weight,40.84,77.37,1.01,88.47,37.35,0,,,,,,ATH-MaaS/OvisOCR2,no
Gemma-4-E4B-it,VLM - Open Weight,41.13,43.05,5.86,83.90,41.03,31.79,,,,,,google/gemma-4-E4B-it,yes
Granite Vision 4.1 4B,VLM - Open Weight,39.45,63.81,47.47,64.43,21.52,0,,,,,,ibm-granite/granite-vision-4.1-4b,no
WeVisDoc-2B,VLM - Open Weight,38.90,70.42,0.86,76.91,46.32,0.00,,,,,,tencent/WeVisDoc-2B,yes
WeVisDoc-4B,VLM - Open Weight,36.12,65.86,0.79,70.28,43.66,0.00,,,,,,tencent/WeVisDoc-4B,yes
Qwen3.5-4B,VLM - Open Weight,30.85,7.97,2.01,83.12,43.76,17.41,,,,,,Qwen/Qwen3.5-4B,yes
Qwen3.5-9B,VLM - Open Weight,31.9,9.9,5.4,90.5,22,31.8,,,,,,Qwen/Qwen3.5-9B,no
Qwen3.5-0.8B,VLM - Open Weight,28.4,1.5,0.4,82,43.1,15,,,,,,Qwen/Qwen3.5-0.8B,no
Qwen3.5-2B,VLM - Open Weight,27.3,0,0.1,87.2,31.1,18.3,,,,,,Qwen/Qwen3.5-2B,no
GLM-OCR,VLM - Open Weight,29.6,66.1,1.7,78,2.3,0,,,,,,zai-org/GLM-OCR,no
KDL-Frontier-Parser-nano,VLM - Open Weight,72.27,85.54,58.62,87.71,54.82,74.66,,,,,,KDLAI/KDL-Frontier-Parser-nano,yes
florin-parser-nano,VLM - Open Weight,76.69,86.10,65.19,87.37,70.64,74.14,,,,,,florin-inc/florin-parser-nano,no
rakedoc-nano,VLM - Open Weight,77.23,86.44,64.89,88.84,71.68,74.28,,,,,,cloudraker/rakedoc-nano,no
aeddix-alpine-ocr (KDL pipeline),VLM - Open Weight,76.77,85.89,68.78,87.90,66.05,75.21,,,,,,aeddix-labs/aeddix-alpine-ocr,no
KDL-Frontier-Parser-nano-v2,VLM - Open Weight,79.07,86.19,69.14,87.77,76.91,75.33,,,,,,KDLAI/KDL-Frontier-Parser-nano-v2,yes
DeepSeek V4.1 Flash (Thinking High),VLM - Open Weight,64.38,82.84,51.11,86.92,73.48,27.53,,,,,,deepseek-ai/DeepSeek-V4.1-Flash,yes
DeepSeek V4.1 Flash (No Thinking),VLM - Open Weight,55.10,79.68,20.46,87.71,66.05,21.58,,,,,,deepseek-ai/DeepSeek-V4.1-Flash,yes
MarkItDown,Open Source - Local,18.63,15.77,2.02,64.54,0.91,9.90,,,,,,,no
OpenDataLoader,Open Source - Local,29.40,35.18,0.92,66.06,34.07,10.77,,,,,,,no
PyMuPDF4LLM,Open Source - Local,50.47,56.93,1.63,75.25,56.66,61.89,,,,,,,yes
PyMuPDF (Text),Open Source - Local,16.02,0.00,0.00,68.28,0.95,10.86,,,,,,,no
PyMuPDF (HTML),Open Source - Local,16.62,0.00,0.00,55.63,18.26,9.20,,,,,,,no
pypdf,Open Source - Local,14.87,0.00,0.00,62.50,0.91,10.92,,,,,,,no
pdf-inspector,Open Source - Local,26.59,26.64,5.29,56.06,35.07,9.91,,,,,,,no
LiteParse (no OCR),Open Source - Local,36.9,42.4,1.8,70.0,38.5,31.8,,,,,,,no
Warp Ingest,Open Source - Local,39.33,57.50,2.45,72.24,42.94,21.50,,,,,,,yes
Upstage Document Parse 2 (Enhanced),VLM - Proprietary,80.64,89.48,77.50,87.68,76.68,71.84,3,3,3,3,3,,yes