RankingMCP-Atlas · source release snapshot; version not specified
MCP-Atlas · source release snapshot; version not specified
- Bucket
- Agentic
- 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
| Model | Score | Harness | Evidence | Source-recorded date |
|---|---|---|---|---|
| Claude Fable 5Anthropic | 84.7%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. 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: MCP-Atlas · reviewed 2026-09-12 | moonshotai/Kimi-K3 | lab self-report | 2026-09-12 |
| Kimi K3Moonshot | 84.2%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. 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: MCP-Atlas · reviewed 2026-09-12 | moonshotai/Kimi-K3 | lab self-report | 2026-09-12 |
| Claude Opus 4.8Anthropic | 83.6%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. 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: MCP-Atlas · reviewed 2026-09-12 | moonshotai/Kimi-K3 | lab self-report | 2026-09-12 |
| GPT-5.6 SolOpenAI | 83.6%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. 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: MCP-Atlas · reviewed 2026-09-12 | moonshotai/Kimi-K3 | lab self-report | 2026-09-12 |
| GPT-5.5OpenAI | 82.8%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. 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: MCP-Atlas · reviewed 2026-09-12 | moonshotai/Kimi-K3 | lab self-report | 2026-09-12 |
| GLM-5.2Z.ai | 82.6%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. 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: MCP-Atlas · reviewed 2026-09-12 | moonshotai/Kimi-K3 | lab self-report | 2026-09-12 |