Agents' Last Exam v1
Created by UC Berkeley RDI, 3 Jun 2026 · Higher is better · Website
- Other labs
- Reported in a later post or card
Results
| Model | Score | Source | Source check |
|---|---|---|---|
| MiniMax M3.1 Flash19 Oct 2026 · MiniMax | 29.6% | MiniMax M3.1 Flash: Redefining Agent Performance and Cost152 tasks, overall; Claude Code harness; max effortSource image | |
| Gemini 4 Argon30 Sep 2026 · Google | 39.5% | Gemini 4 Argon: our next era of frontier intelligenceALE-Claw harness; 5-hour window; safety filters onSource image | |
| Qwen3.8-Flash-Next26 Aug 2026 · Alibaba | 24.3% | Qwen3.8-Flash-Next: A New Architecture, Towards Ultimate Cost-Efficiencypass@1; harness and subset not statedOur capture | CorroboratedThe same number is printed in 1 other lab document: 1 |
| Gemini 3.7 Flash13 Aug 2026 · Google | 26.3% | Introducing Gemini 3.7 FlashALE-Claw harnessSource image | CorroboratedThe same number is printed in 1 other lab document: 1 |
| Qwen3.8-Max3 Aug 2026 · Alibaba | 27.0% | Qwen3.8-Max: A New Bar for Coding and Coworkharness and subset not stated | |
| Gemini 3.6 Flash21 Jul 2026 · Google | 24.2% | Introducing Gemini 3.7 FlashALE-Claw harness; reported laterSource image | CorroboratedThe same number is printed in 1 other lab document: 1 |
| Qwen3.7-Plus1 Jun 2026 · Alibaba | 13.2% | Qwen3.8-Flash-Next: A New Architecture, Towards Ultimate Cost-Efficiencypass@1; harness and subset not stated; reported laterOur capture | CorroboratedThe same number is printed in 1 other lab document: 1 |
| Qwen3.7-Max20 May 2026 · Alibaba | 11.8% | Qwen3.8-Max: A New Bar for Coding and Coworkharness and subset not stated; reported later |
