SafeArena: leaderboard

Safety benchmark for autonomous web agents over safe and harmful web tasks, including normalized safety, harmful completion, safe completion, and refusal rates.

Metric: Normalized Safety Score (imported). Source: arxiv.org. Source: benchmarklist.com. 5 models tracked.

Top models

#ModelScoreOverall rank
1Claude 3.5 Sonnet (20240620)55#299
2GPT-4o Mini35.7#599
3Llama 3.2 90B Vision Instruct34#622
4GPT-4o31.7#343
5Qwen 2 VL 72B21.5#460

Interactive version: theaggregate.ai/benchmark?slug=safearena · How It Works · Data refreshed daily, snapshot 2026-10-20.