WMDP Leaderboard

Weapons of Mass Destruction Proxy — benchmark testing knowledge safety boundaries.

Data from LayerLens

Models

Best Score

86.8

Average

68.3

Std Dev

16.8

Categories

Reasoning and Logic

SourceLayerLens

Provider	Model	Input $/M	Output $/M	WMDP	Actions
G Google	Gemini 3 Flash Preview Thinking	$0.500	$3.000	86.8	Try
G Google	Gemini 3 Flash Preview	$0.500	$3.000	86.8	Try
O OpenAI	o3 Mini	$1.100	$4.400	80.5	Try
A Anthropic	Claude 3.7 Sonnet Thinking	$3.000	$15.000	78.2	Try
A Anthropic	Claude 3.7 Sonnet	$3.000	$15.000	78.2	Try
X Xai	Grok 3 Beta	$3.000	$15.000	74.3	Try
G Google	Gemini 2.0 Flash	$0.100	$0.400	72.0	Try
DS Deepseek	DeepSeek V3	$0.320	$0.890	71.8	Try
O OpenAI	GPT-4.1	$2.000	$8.000	71.4	Try
O OpenAI	GPT-4o	$2.500	$10.000	69.8	Try
CO Cohere	Command A	$2.500	$10.000	69.6	Try
M Meta	Llama 3.1 405B Instruct	$4.000	$4.000	67.7	Try
AM Amazon	Nova Pro 1.0	$0.800	$3.200	67.0	Try
MI Mistral	Pixtral Large 2411	$2.000	$6.000	65.3	Try
A Anthropic	Claude 3.5 Haiku	$0.800	$4.000	64.3	Try
MI Mistral	Devstral Small 1.1	$0.100	$0.300	61.0	Try
MS Microsoft Azure	Phi 4	$0.060	$0.140	58.0	Try
M Meta	Llama 3.2 3B Instruct	$0.051	$0.340	6.7	Try

Pricing from OpenRouter. Benchmarks from Artificial Analysis.

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About WMDP

Weapons of Mass Destruction Proxy — benchmark testing knowledge safety boundaries.

This leaderboard shows all models with WMDP benchmark scores, ranked from highest to lowest. Pricing data is included to help you compare performance against cost.