GDP.PDF

The all-pass rate on business tasks involving PDFs.

Category
Knowledge
Unit
Percent (%)
Higher is better
Comparison groups
3total
All model rankings (records) · Ranked results: 4

All model rankings (records)

These rankings are recalculated by comparison group including legacy models and models unavailable in Claude Code / Codex. They differ from the rankings above because the set of models differs.

Show rankings including legacy and unavailable models (entries: 4)

official results (Gemini 3.8 Flash model card)

RankModeleffortScoreSource cost (metric)measured/reported bysource
1Gemini 3.8 Flashnot stated35.0%—GoogleGemini 3.8 Flash model cardRetrieved 2026-11-12 · Vendor-reported value. Self-reported by Google (model card, as of 2026-09). thinking setting not stated
Source excerptGDP.PDF (all pass rate) | 35.0%

official results (Kimi K3.1 Pro (Hugging Face model card, moonshotai))

RankModeleffortScoreSource cost (metric)measured/reported bysource
1Kimi K3.1 ProMax34.6%—Moonshot AIKimi K3.1 Pro (Hugging Face model card, moonshotai)Retrieved 2026-11-13 · Vendor-reported value (self-reported by Moonshot AI). Table column heading Kimi K3.1 Pro (max), table note: all Kimi K3.1 Pro results use reasoning effort max, temperature 1.0, top-p 0.95. Strict pass rate for answers with all items graded; grading by Gemini-3.5-Flash Medium.
Source excerptGDP.pdf | 34.6Location HF model card "3. Evaluation Results" table, GDP.pdf row, Kimi K3.1 Pro (max) column (leftmost numeric column). Supporting footnote: Reasoning 1

official results (Gemini 3.7 Flash model card)

RankModeleffortScoreSource cost (metric)measured/reported bysource
1Gemini 3.7 Flashnot stated34.0%—GoogleGemini 3.7 Flash model cardRetrieved 2026-11-13 · Vendor-reported value. Table in the Google model card. methodology PDF (deepmind.com/models/evals-methodology/gemini-3-7-flash): All of the results are run with the Gemini API ... with default sampling settings unless indicated otherwise. Gemini computed in-house. Metric name not stated
Source excerptGDP.pdf Expert PDF document comprehension | 34.0%Location Gemini 3.7 Flash model card Evaluation table, GDP.pdf row, Gemini 3.7 Flash column. In-house computation basis: methodology PDF, Multimodal / GDP.PDF
2Gemini 3.6 Flashnot stated22.0%—GoogleGemini 3.7 Flash model cardRetrieved 2026-11-13 · Vendor-reported value. Table in the Google model card. methodology PDF (deepmind.com/models/evals-methodology/gemini-3-7-flash): All of the results are run with the Gemini API ... with default sampling settings unless indicated otherwise. Gemini computed in-house. Metric name not stated
Source excerptGDP.pdf Expert PDF document comprehension | 22.0%Location Gemini 3.7 Flash model card Evaluation table, GDP.pdf row, Gemini 3.6 Flash column. In-house computation basis: methodology PDF, Multimodal / GDP.PDF