Stock BCS Leaderboard

Stock market benchmark testing financial analysis capabilities.

Data from LayerLens

Models

Best Score

100.0

Average

54.2

Std Dev

29.9

Categories

Financial Reasoning

SourceLayerLens

Provider	Model	Input $/M	Output $/M	Stock BCS	Actions
AL Alibaba	Qwen2.5 72B Instruct	$0.120	$0.390	100.0	Try
DS DeepSeek	R1	$0.700	$2.500	91.7	Try
O OpenAI	GPT-4.1	$2.000	$8.000	91.7	Try
O OpenAI	o3 Mini	$1.100	$4.400	83.3	Try
AL Alibaba	Qwen3 235B A22B Thinking	$0.455	$1.820	83.3	Try
AL Alibaba	Qwen3 235B A22B	$0.455	$1.820	83.3	Try
AL Alibaba	Qwen3 30B A3B Thinking	$0.080	$0.280	83.3	Try
AL Alibaba	Qwen3 30B A3B	$0.080	$0.280	83.3	Try
AL Alibaba	Qwen3 32B Thinking	$0.080	$0.240	75.0	Try
AL Alibaba	Qwen3 32B	$0.080	$0.240	75.0	Try
DS Deepseek	DeepSeek V3	$0.320	$0.890	66.7	Try
AL Alibaba	QwQ 32B	$0.150	$0.400	66.7	Try
A Anthropic	Claude 3.7 Sonnet Thinking	$3.000	$15.000	58.3	Try
A Anthropic	Claude 3.7 Sonnet	$3.000	$15.000	58.3	Try
G Google	Gemini 2.5 Flash Thinking	$0.300	$2.500	58.3	Try
G Google	Gemini 2.5 Flash	$0.300	$2.500	58.3	Try
A Anthropic	Claude 3.5 Haiku	$0.800	$4.000	50.0	Try
X Xai	Grok 3 Beta	$3.000	$15.000	50.0	Try
O OpenAI	o4 Mini High	$1.100	$4.400	50.0	Try
MI Mistral	Devstral Small 1.1	$0.100	$0.300	41.7	Try
M Meta	Llama 3.1 405B Instruct	$4.000	$4.000	33.3	Try
AM Amazon	Nova Pro 1.0	$0.800	$3.200	25.0	Try
MS Microsoft Azure	Phi 4	$0.060	$0.140	25.0	Try
MI Mistral	Pixtral Large 2411	$2.000	$6.000	16.7	Try
M Meta	Llama 3.2 3B Instruct	$0.051	$0.340	8.3	Try
IF Inflection	Inflection 3 Pi	$2.500	$10.000	-	Try
M Meta	Llama 4 Scout	$0.080	$0.300	-	Try
M Meta	Llama 4 Maverick	$0.150	$0.600	-	Try

Pricing from OpenRouter. Benchmarks from Artificial Analysis.

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93 out of our 301 tracked models have had a price change in March.

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About Stock BCS

Stock market benchmark testing financial analysis capabilities.

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