short_model,language,Hesitation,Thoroughness,Decisiveness
gemini-3.1-pro-preview,ar,-0.654,0.331,-0.045
gemini-3.1-pro-preview,en,-0.647,0.272,0.107
gemini-3.1-pro-preview,es,-0.649,0.295,0.052
gemini-3.1-pro-preview,he,-0.648,0.337,-0.078
gemini-3.1-pro-preview,ru,-0.647,0.347,0.164
gemini-3.1-pro-preview,zh,-0.641,0.3,0.055
kimi-k2.5,ar,0.136,0.13,1.046
kimi-k2.5,en,0.125,0.537,-0.36
kimi-k2.5,es,0.067,0.524,-0.107
kimi-k2.5,he,0.068,0.759,-0.646
kimi-k2.5,ru,0.085,0.688,-0.568
kimi-k2.5,zh,0.287,-0.532,-0.966
qwen3-235b-a22b,ar,0.33,-0.381,0.054
qwen3-235b-a22b,en,0.404,-0.486,0.374
qwen3-235b-a22b,es,0.352,-0.385,0.036
qwen3-235b-a22b,he,0.329,-0.353,0.173
qwen3-235b-a22b,ru,0.08,-0.441,0.298
qwen3-235b-a22b,zh,-0.671,-0.912,-1.01