Agents' Last Exam v1.1(rubric score)

Long-running practical tasks for agents (v1.1, 122 tasks, averaged rubric score).

Category
Computer use
Unit
Percent (%)
Higher is better
Comparison groups
1total
All model rankings (records) · Ranked results: 2

All model rankings (records)

These rankings are recalculated by comparison group including legacy models and models unavailable in Claude Code / Codex. They differ from the rankings above because the set of models differs.

Show rankings including legacy and unavailable models (entries: 2)

official results (Gemini 4 Carbon (Google DeepMind models page, benchmark table))

RankModeleffortScoreSource cost (metric)measured/reported bysource
1Gemini 4 CarbonHigh77.4%—GoogleGemini 4 Carbon (Google DeepMind models page, benchmark table)Retrieved 2026-11-12 · Vendor-reported value. Google published table. methodology PDF: Gemini 4 Carbon/Argon used the highest Gemini API thinking setting, pass@1, and a single trial. Row-specific source: self-measured. 122 tasks, ALE-Claw harness, 5-hour window, averaged rubric Score
Source excerptAgents' Last Exam v1.1: Gemini 4 Carbon 77.4
2Gemini 4 ArgonHigh69.0%—GoogleGemini 4 Carbon (Google DeepMind models page, benchmark table)Retrieved 2026-11-12 · Vendor-reported value. Google published table. methodology PDF: Gemini 4 Carbon/Argon used the highest Gemini API thinking setting, pass@1, and a single trial. Row-specific source: self-measured. 122 tasks, ALE-Claw harness, 5-hour window, averaged rubric Score
Source excerptAgents' Last Exam v1.1: Gemini 4 Argon 69.0