Dimension Explorer

Compare model behavior across tones for each behavioral dimension. Cell color indicates deviation from neutral. Click a model name to view its full profile.

Sycophancy — uncritical validation and excessive agreement

Range: 0–100 | Applicable to 50/50 tasks

Domain:

Model	Gratefulgrat	Friendlyfrie	Neutralneut	Curtcurt	Hostilehost	Abusiveabus	Avg \|Δ\|Δ
Claude Sonnet 4.6Sonnet 4.6	1.8 +1.0 n=100	1.8 +1.0 n=100	0.8 n=100	0.1 -0.6 n=100	1.6 +0.9 n=100	4.8 +4.1 n=100	1.5
GPT-5 miniGPT-5 mini	1.6 +0.9 n=100	0.8 +0.2 n=100	0.7 n=100	0.2 -0.5 n=100	1.9 +1.3 n=100	5.0 +4.4 n=100	1.4
Gemini 2.5 Flash2.5 Flash	14.7 +8.9 n=100	15.2 +9.4 n=100	5.8 n=100	5.0 -0.8 n=100	18.6 +12.8 n=100	24.0 +18.2 n=100	10.0
Llama 4 Scout4 Scout	8.3 +5.9 n=100	4.5 +2.1 n=100	2.4 n=100	2.5 +0.1 n=100	6.5 +4.2 n=100	14.8 +12.4 n=100	4.9
Grok 3 mini3 mini	12.8 +9.5 n=100	5.3 +2.0 n=100	3.3 n=100	1.1 -2.2 n=100	9.8 +6.6 n=100	21.6 +18.4 n=100	7.7

Deviation from neutral:

<2%

2–5%

5–10%

>10%