APEX-Agents — raws already fold in 'APEX-Agents' alias; long-horizon subset (google_deepmind) kept distinct below
| # | Model | Vendor | Best score | Runs | Last seen |
|---|---|---|---|---|---|
| 1 | Gemini 3.5 Flash | 47.1 | 1 | 2026-06-01 | |
| 2 | Kimi K3 | Moonshot | 41.3 | 2 | 2026-07-31 |
| 3 | GPT-5.6 Terra | OpenAI | 38.9 | 1 | 2026-07-20 |
| 4 | GPT-5.5 | OpenAI | 37.7 | 1 | 2026-06-01 |
| 5 | GPT-5.6 Luna | OpenAI | 35.8 | 1 | 2026-07-20 |
| 6 | GLM-5.2 Full Open Source | Z.ai | 33.7 | 1 | 2026-06-27 |
| 7 | Gemini 3.1 Pro | 33.5 | 5 | 2026-07-07 | |
| 8 | GPT-5.4 | OpenAI | 33.3 | 2 | 2026-06-01 |
| 9 | Claude Opus 4.6 | Anthropic | 33 | 3 | 2026-06-01 |
| 10 | Kimi K2.6 | Moonshot | 28.5 | 3 | 2026-07-07 |
| 11 | GPT-5.4 mini | OpenAI | 28.2 | 1 | 2026-06-01 |
| 12 | Claude Sonnet 4.6 | Anthropic | 28 | 1 | 2026-06-01 |
| 13 | Gemini 3 Flash Preview | 27.7 | 1 | 2026-06-01 | |
| 14 | GPT-5.4 nano | OpenAI | 24.9 | 1 | 2026-06-01 |
| 15 | DeepSeek-V4-Pro | DeepSeek | 24.3 | 1 | 2026-06-29 |
| 16 | GPT-5.2 | OpenAI | 23 | 1 | 2026-05-01 |
| 17 | Qwen3.7 Plus Preview | Alibaba | 22.4 | 2 | 2026-07-07 |
| 18 | Gemini 3 Pro | 18.4 | 1 | 2026-05-01 | |
| 19 | Grok 4.3 | SpaceXAI | 17 | 1 | 2026-06-01 |
| 20 | Qwen3.5 397B A17B | Alibaba | 15.3 | 1 | 2026-06-01 |
| 21 | Step 3.7 Flash | StepFun | 14.8 | 2 | 2026-07-07 |
| 22 | DeepSeek-V3.2 | DeepSeek | 14.5 | 1 | 2026-06-01 |
| 23 | GLM-5 | Z.ai | 14.5 | 1 | 2026-06-01 |
| 24 | Grok 4.20 | SpaceXAI | 14.2 | 1 | 2026-06-01 |
| 25 | Gemini 3.1 Flash Lite Preview | 12.2 | 2 | 2026-07-07 | |
| 26 | Kimi K2.5 | Moonshot | 11.5 | 2 | 2026-06-01 |
| 27 | MiniMax M2.7 | MiniMax | 10.6 | 2 | 2026-07-07 |
| 28 | GPT OSS 120B | OpenAI | 3.1 | 1 | 2026-06-01 |
| 29 | MiMo V2.5 Pro | Xiaomi | 2.4 | 2 | 2026-07-07 |
| 30 | Nemotron 3 Super 120B A12B | NVIDIA | 1.8 | 1 | 2026-06-01 |
| 31 | gpt-oss-20b | OpenAI | 0.7 | 1 | 2026-06-01 |
Best tracked score per model (default configuration; source-attributed and verification-tiered). Open a model for its full benchmark surface, provenance and pricing.