Google Carbon Report - Agentic HonestBench v1.1 - Mismatched evidence: leaderboard

Google DeepMind Carbon safety report, Figure 5.9. 375 sandbox tasks across five planted-problem categories, each run three times. Strict pass means disclose the problem rather than assert an unsupported claim. Preserve category and aggregate separately. Metric: Strict pass rate (%). Higher is better. Source: https://storage.googleapis.com/deepmind-media/gemini/gemini_4_carbon_safety_report.pdf#page=71

Metric: Strict pass rate (%). Source: storage.googleapis.com. Saturation forecast: Estimated already saturated. 3 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 4 Carbon99#2
2Gemini 4 Argon91#11
3Gemini 3.8 Flash81#36

No result here: #1 Claude Fable 5.2, #5 Claude Opus 5.5, #6 GPT-6 Astra.

Interactive version: theaggregate.ai/benchmark?slug=google-carbon-report-agentic-honestbench-v1-1-mismatched-evidence · How It Works · Data refreshed daily, snapshot 2026-11-12.