Reasoning
GDP.pdf Leaderboard
GDP.pdf, from Surge AI, tests whether a model can carry out professional document-production work and deliver the result as a PDF. The score is a 0–1 fraction (higher is better), shown as redistributed by Epoch AI.
Source: epoch4 open models ranked+52 proprietaryData through Oct 2026
Open models ranked on GDP.pdf
# shows rank among open models / rank overall (including proprietary).
| # | Model | Score | VRAM @ Q4 |
|---|---|---|---|
| 1 / 31 | DeepSeek V4.1 Flash · 763.2B | 19.8% | ~458 GB |
| 2 / 32 | Kimi K3 · 2779.9B | 19.0% | ~1674 GB |
| 3 / 46 | GLM 5.3 Flash · 321.3B | 14.0% | ~195 GB |
| 4 / 48 | Kimi K2.6 · 1026.9B | 12.0% | ~620 GB |
GDP.pdf: frequently asked questions
- What is the best open LLM on GDP.pdf?
- DeepSeek V4.1 Flash is the top open model on GDP.pdf, scoring 19.8%. Among all models tested — including proprietary ones — it ranks #31. The top model overall is GPT 6.1 Sol Max (OpenAI) at 35.0%.
- Can open models match proprietary models on GDP.pdf?
- Not quite on GDP.pdf: the strongest proprietary model (GPT 6.1 Sol Max) scores 35.0%, ahead of the best open model (DeepSeek V4.1 Flash) at 19.8% — but you can run the open one yourself.
Scores aggregated from epoch. llmrun does not run this benchmark — see the source for methodology, or the about benchmarks for what it measures.