Nutrient benchmark

Chart Parsing Leaderboard

Chart image in, structured JSON out: title, chart type, data table, encoding, axes, series, legend, and data labels. Models see the same frozen charts and the same prompt, and are ranked by mean per-chart F1 within 3% tolerance.

Submit or reproduce a result

Generate one raw output per benchmark chart with the shipped prompt, score it with the reference scorer, and submit the resulting JSON for review. The benchmark set is frozen and will not change silently.





Nutrient
Maintained by Nutrient
The deterministic document infrastructure enterprises run their highest-stakes workflows on: replayable output, clear exceptions, and full audit trails on the messy, regulated documents where AI alone breaks.