Google Carbon Report - Privacy Safety Security Advice - Total score: leaderboard

Google DeepMind Carbon safety report, Figure 5.18. 450 public single-turn questions, nine topics/50 each; two autoraters: expert helpfulness rubric and 32 high-severity pitfalls. Raw model, no safeguards/search. Positive/negative rubric components and pitfall-free rate remain separate. Metric: Score (%). Higher is better. Source: https://storage.googleapis.com/deepmind-media/gemini/gemini_4_carbon_safety_report.pdf#page=80

Metric: Score (%). Source: storage.googleapis.com. Saturation forecast: Around June 2028. 3 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.8 Flash78.41#36
2Gemini 4 Carbon77.15#2
3Gemini 4 Argon76.45#11

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-privacy-safety-security-advice-total-score · How It Works · Data refreshed daily, snapshot 2026-11-12.