FLY-EVAL++ - Multi-Step Rollout - Safety Constraints: leaderboard

Metric: M3 D4 safety score (%). Source: arxiv.org. 21 models tracked.

Top models

#ModelScore
1Claude Sonnet 4.575.7
2Gemini 3 Pro75.2
3Claude 3.7 Sonnet (20250219)74.3
4Qwen 2.5 32B74.3
5Qwen 3 32B73.8
6Qwen 3 235B A22B73.8
7Llama 3.1 405B73.8
8GPT-573.3
9DeepSeek V373.3
10DeepSeek R1 052873.3
11DeepSeek V3.2 Exp73.3
12Qwen3-Next-80B73.3
13GPT-4o72.8
14Kimi K2 (Thinking)72.8
15Seed-1.671.4

Interactive version: theaggregate.ai/benchmark?slug=fly-eval-plus-plus-multi-step-rollout-safety-constraints · How It Works · Data refreshed daily, snapshot 2026-09-19.