RankingMMMU-Pro · source release snapshot; version not specified
MMMU-Pro · source release snapshot; version not specified
- Bucket
- Multimodal
- Unit
- percent
- Direction
- Higher is better
- Version
- source release snapshot; version not specified
- Display harness
- moonshotai/Kimi-K3
- Board
- https://huggingface.co/moonshotai/Kimi-K3
Compare published benchmark results with category weights →
Models
26–29 of 29 entries
| Model | Score | Harness | Evidence | Source-recorded date |
|---|---|---|---|---|
| GPT-5.6 SolOpenAI | 84.6%Reported settings & sourceTable headers: Kimi K3, GPT-5.6 Sol, Opus 4.8 and GLM-5.2 max; GPT-5.5 xhigh; Fable 5 max with fallbacks. Benchmark-specific footnotes override header settings; cited results are not new Moonshot evaluations. Benchmark-specific tools, harness and budget documented under Evaluation Details. with tools Kimi temp1; single-step top_p.95,agentic top_p1; vision tools=Python,3runs except ZeroBench5runs. First-party reported result. moonshotai/Kimi-K3 · Performance table: MMMU-Pro · reviewed 2026-09-24 | moonshotai/Kimi-K3 | lab self-report | 2026-09-24 |
| Kimi K3Moonshot | 83.4%Reported settings & sourceTable headers: Kimi K3, GPT-5.6 Sol, Opus 4.8 and GLM-5.2 max; GPT-5.5 xhigh; Fable 5 max with fallbacks. Benchmark-specific footnotes override header settings; cited results are not new Moonshot evaluations. Benchmark-specific tools, harness and budget documented under Evaluation Details. with tools Kimi temp1; single-step top_p.95,agentic top_p1; vision tools=Python,3runs except ZeroBench5runs. First-party reported result. moonshotai/Kimi-K3 · Performance table: MMMU-Pro · reviewed 2026-09-24 | moonshotai/Kimi-K3 | lab self-report | 2026-09-24 |
| Kimi-K2.6Moonshot | 79.4%Reported settings & sourceMiniMax launch figure methodology. SWE internal ClaudeCode 4 runs; Terminal 8CPU16GB2h128k Terminus2; Paper/PostTrain Ralph-loop12h; GDPval internal rubric grader; BrowseComp discard64k; OSWorld361tasks. Comparator provider/leaderboard scores where footnoted. First-party reported result; comparator results retain the source evaluation setup. MiniMax M3 model card benchmark figure · figures/benchmark.jpeg · reviewed 2026-09-06 | MiniMax M3 model card benchmark figure | lab self-report | 2026-09-06 |
| MiniMax-M3MiniMax | 78.1%Reported settings & sourceMiniMax launch figure methodology. SWE internal ClaudeCode 4 runs; Terminal 8CPU16GB2h128k Terminus2; Paper/PostTrain Ralph-loop12h; GDPval internal rubric grader; BrowseComp discard64k; OSWorld361tasks. Comparator provider/leaderboard scores where footnoted. First-party reported result; comparator results retain the source evaluation setup. MiniMax M3 model card benchmark figure · figures/benchmark.jpeg · reviewed 2026-09-06 | MiniMax M3 model card benchmark figure | lab self-report | 2026-09-06 |