Model Comparison

claude-opus-4vsdeepcoder-14b-preview

Compare performance, benchmarks, and characteristics

anthropic

Context200K tokens

Input Price$15 / 1M tokens

Output Price$75 / 1M tokens

openrouter

Context96K tokens

Input Price$0.01 / 1M tokens

Output Price$0.01 / 1M tokens

Model Comparison

Metric	claude-opus-4 anthropic	deepcoder-14b-preview openrouter
Pricing
Input Price	$15 / 1M tokens	$0.01 / 1M tokens
Output Price	$75 / 1M tokens	$0.01 / 1M tokens
Capabilities
Context Window	200K tokens	96K tokens
Capabilities	tools
Input type	text, image	text
Category Scores
Overall Average	62.5	0.0
Maths	73.3	N/A
Finance	63.8	N/A
Science	75.0	N/A
Writing	56.8	N/A
Academia	66.9	N/A
Marketing	57.4	N/A
Programming	44.2	N/A
Benchmark Tests
HLE	11.7	_
AIME	75.7	_
GPQA	79.6	_
SciCode	39.8	_
MATH-500	98.2	_
MMLU-Pro	87.3	_
LiveCodeBench	63.6	_
AA Math Index	73.3	_
AA Coding Index	44.2	_
AAII	54.2	_

claude-opus-4 Advantages

deepcoder-14b-preview Advantages

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Model Comparison

Metric	claude-opus-4 anthropic	deepcoder-14b-preview openrouter
Pricing
Input Price	$15 / 1M tokens	$0.01 / 1M tokens
Output Price	$75 / 1M tokens	$0.01 / 1M tokens
Capabilities
Context Window	200K tokens	96K tokens
Capabilities	tools
Input type	text, image	text
Category Scores
Overall Average	62.5	0.0
Maths	73.3	N/A
Finance	63.8	N/A
Science	75.0	N/A
Writing	56.8	N/A
Academia	66.9	N/A
Marketing	57.4	N/A
Programming	44.2	N/A
Benchmark Tests
HLE	11.7	_
AIME	75.7	_
GPQA	79.6	_
SciCode	39.8	_
MATH-500	98.2	_
MMLU-Pro	87.3	_
LiveCodeBench	63.6	_
AA Math Index	73.3	_
AA Coding Index	44.2	_
AAII	54.2	_

claude-opus-4 Advantages

deepcoder-14b-preview Advantages