Agent Arena - Steerability: leaderboard

Agent Arena submetric measuring how well models adapt to user steering during tool-use sessions.

Metric: Steerability (%). Source: arena.ai. Saturation forecast: Around January 2028. 51 models tracked.

Top models

#ModelScoreOverall rank
1GPT-6 Sol (Max)11.92#14 (GPT-6 Sol)
2Gemini 4 Argon (High)11.64#8 (Gemini 4 Argon)
3Claude Fable 5 (High)9.49#16 (Claude Fable 5)
4GPT-6 Astra (Max)8.85#6 (GPT-6 Astra)
5Claude Fable 5.1 (Max)8.84#9 (Claude Fable 5.1)
6GPT-6.1 Sol (Max)8.52#7 (GPT-6.1 Sol)
7Claude Opus 4.8 (High)8.41#37 (Claude Opus 4.8)
8Claude Opus 5.5 (Max)8.2#3 (Claude Opus 5.5)
9GPT-5.4 (High)6.5#79 (GPT-5.4)
10GPT-5.6 Sol (xHigh)6.46#19 (GPT-5.6 Sol)
11Claude Sonnet 5.5 (Max)5.1#11 (Claude Sonnet 5.5)
12Muse Spark 1.3 (Max)4.82#24 (Muse Spark 1.3)
13Claude Sonnet 5 (High)4.57#57 (Claude Sonnet 5)
14Claude Opus 5 (Max)4.22#12 (Claude Opus 5)
15GPT-5.5 (xHigh)4.08#31 (GPT-5.5)

No result here: #10 Muse Wonder Full.

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