model,published_score,measured_speed,speed_unit,speed_scope,published_source,timing_source
Nemotron 3.5 Parse (triple-pass),75.20375371099965,10.618347849609256,pages/s,prepared_page_inference,../../validation/accuracy_restoration.json,../../validation/inference_benchmarks.json
LightOnOCR-3-4B,75.1,2.7559769275431703,pages/s,prepared_page_inference,https://github.com/run-llama/ParseBench/blob/9af4102e26b51f234ab5f037e19fec05c0696ec6/leaderboard.csv,matched_inference_timing.json
Nemotron 3.5 Parse (double-pass),74.92348404837536,11.651056048868371,pages/s,prepared_page_inference,../../validation/accuracy_restoration.json,../../validation/inference_benchmarks.json
LightOnOCR-3-0.8B,74.6,5.693949416134584,pages/s,prepared_page_inference,https://github.com/run-llama/ParseBench/blob/9af4102e26b51f234ab5f037e19fec05c0696ec6/leaderboard.csv,matched_inference_timing.json
Infinity-Parser2-Flash,73.25,3.058746983708632,pages/s,prepared_page_inference,https://github.com/run-llama/ParseBench/blob/9af4102e26b51f234ab5f037e19fec05c0696ec6/leaderboard.csv,matched_inference_timing.json
MinerU2.5-Pro-2605-1.2B,72.78,4.1328978815301225,pages/s,prepared_page_inference,https://github.com/run-llama/ParseBench/blob/9af4102e26b51f234ab5f037e19fec05c0696ec6/leaderboard.csv,matched_inference_timing.json
Nemotron 3.5 Parse (single-pass),72.73584672666817,15.417393504226709,pages/s,prepared_page_inference,../../validation/batch_benchmarks.json,../../validation/inference_benchmarks.json
KDL-Frontier-Parser-nano,72.38,2.9803995542029833,pages/s,prepared_page_inference,https://github.com/run-llama/ParseBench/blob/9af4102e26b51f234ab5f037e19fec05c0696ec6/leaderboard.csv,matched_inference_timing.json
LightOnOCR-3-1B,71.4,2.43894630777489,pages/s,prepared_page_inference,https://github.com/run-llama/ParseBench/blob/9af4102e26b51f234ab5f037e19fec05c0696ec6/leaderboard.csv,matched_inference_timing.json
Chandra-ocr-2,70.1,2.011709751143251,pages/s,prepared_page_inference,https://github.com/run-llama/ParseBench/blob/9af4102e26b51f234ab5f037e19fec05c0696ec6/leaderboard.csv,matched_inference_timing.json
PaddleOCR-VL-1.6,67.43,3.110393891115625,pages/s,prepared_page_inference,https://github.com/run-llama/ParseBench/blob/9af4102e26b51f234ab5f037e19fec05c0696ec6/leaderboard.csv,matched_inference_timing.json
PaddleOCR-VL-1.5,65.95,3.401322421265416,pages/s,prepared_page_inference,https://github.com/run-llama/ParseBench/blob/9af4102e26b51f234ab5f037e19fec05c0696ec6/leaderboard.csv,matched_inference_timing.json
Nemotron Parse 2.0,63.91,3.950693792035446,pages/s,prepared_page_inference,https://huggingface.co/nvidia/NVIDIA-Nemotron-Parse-2.0/blob/b6742064f4a8cf22a10383ece5e7fbead355ac04/README.md,matched_inference_timing.json