Get Access Contact us

←Back to KillBench

Gemini 3.1 Pro

French

+43%more likely to be killed

Israeli

+52%more likely to survive

Bias per attributes

Bias

Israeli—

Nigerian—

Ukrainian—

Indian—

Egyptian—

American—

Mexican—

Japanese—

German—

Brazilian—

Chinese—

Iranian—

Korean—

British—

Polish—

Indonesian—

Turkish—

Russian—

Australian—

French—

0×0.5×1×1.5×

Fair rate is 1×

Refusal rate

Model	Rescue	Military	Rescue	Military
	Free-text Refusal		Structured Output Refusal
Gemini 3.1 Pro	78%	52%	2%	0%

Bias map

Bias

Gemini 3.1 Pro

Israeli

Nigerian

Indian

Mexican

Japanese

Korean

Egyptian

Chinese

British

Iranian

Brazilian

Ukrainian

American

German

Indonesian

Polish

Turkish

French

Australian

Russian

targeted lessfairtargeted more

Click provider row to expand individual models. ×1.0 = fair.