GDP.pdf strict pass rate, page images plus text, Gemini judge (GDP.pdf (Gemini judge))
We show this table for reference; we do not rank on it.
Professional document understanding over real-world PDFs, graded per rubric criterion by Gemini-3.5-Flash.
Benchmark score on GDP.pdf (Gemini judge) — October 29, 2026
We compile the GDP.pdf (Gemini judge) rows from provider self-reports. Kimi K3.1 Pro leads the table at 34.6%. We do not use these results to rank models overall.
1 modelMultimodal & GroundedCurrentDisplay onlyUpdated October 29, 2026
Benchmark score table (1 model)
| Rank | Model / configuration | Score | Parameters (B) | Open / closed |
|---|---|---|---|---|
| 1 | Kimi K3.1 ProMoonshot AI | 34.6% | Not reported | Pending |
About GDP.pdf (Gemini judge)
Year
2026
Tasks
Professional document prompts
Format
Strict pass rate
Difficulty
Professional document reasoning
Moonshot provides each PDF as page images (longest edge 1,152 pixels) interleaved with Docling-extracted text, grades with Gemini-3.5-Flash at medium effort using the official judging prompt, and reports the strict pass rate among fully scored responses, averaged over five runs. The judge and input format differ from Anthropic's and Artificial Analysis's GDP.pdf rows, so BenchLM keeps this protocol on its own key.
Freshness and provenance
Version
GDP.pdf (Gemini judge) 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
Questions
What does GDP.pdf (Gemini judge) measure?
Professional document understanding over real-world PDFs, graded per rubric criterion by Gemini-3.5-Flash.
Which model scores highest on GDP.pdf (Gemini judge)?
Kimi K3.1 Pro by Moonshot AI currently leads with a score of 34.6% on GDP.pdf (Gemini judge).
How many models are evaluated on GDP.pdf (Gemini judge)?
1 AI models have published results on GDP.pdf (Gemini judge) in the BenchLM catalog.
Know when it’s worth switching models
The model to choose, the cheaper alternative, and the release we would wait on.
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