Stock BCS Leaderboard

Stock market benchmark testing financial analysis capabilities.

As of June 4, 2026, the top-scoring model on Stock BCS is Qwen2.5 72B Instruct at 100.0%, followed by R1 at 91.7% and GPT-4.1 at 91.7%. 28 models have been evaluated on this benchmark.

Last updated: June 4, 2026

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	$0.360	$0.400	100.0	Try
DS DeepSeek	R1	$0.550	$2.000	91.7	Try
O OpenAI	GPT-4.1	$2.000	$8.000	91.7	Try
O OpenAI	o3 Mini	$0.550	$2.200	83.3	Try
AL Alibaba	Qwen3 235B A22B Thinking	$0.455	$0.900	83.3	Try
AL Alibaba	Qwen3 235B A22B	$0.455	$0.900	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	$0.280	75.0	Try
AL Alibaba	Qwen3 32B	$0.080	$0.280	75.0	Try
DS Deepseek	DeepSeek V3	$0.014	$0.028	66.7	Try
AL Alibaba	QwQ 32B	$0.900	$0.900	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	$0.070	$0.280	41.7	Try
M Meta	Llama 3.1 405B Instruct	$0.900	$0.900	33.3	Try
AM Amazon	Nova Pro 1.0	$0.800	$3.200	25.0	Try
MS Microsoft	Phi 4	$0.065	$0.140	25.0	Try
MI Mistral	Pixtral Large 2411	$2.000	$6.000	16.7	Try
M Meta	Llama 3.2 3B Instruct	$0.030	$0.050	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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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.