Model Comparison

deepcoder-14b-previewvsclaude-sonnet-4

Compare performance, benchmarks, and characteristics

openrouter

Context96K tokens

Input Price$0.01 / 1M tokens

Output Price$0.01 / 1M tokens

anthropic

Context200K tokens

Input Price$3 / 1M tokens

Output Price$15 / 1M tokens

Model Comparison

Metric	deepcoder-14b-preview openrouter	claude-sonnet-4 anthropic
Pricing
Input Price	$0.01 / 1M tokens	$3 / 1M tokens
Output Price	$0.01 / 1M tokens	$15 / 1M tokens
Capabilities
Context Window	96K tokens	200K tokens
Capabilities		tools
Input type	text	text, image
Category Scores
Overall Average	0.0	64.9
Maths	N/A	74.3
Finance	N/A	65.4
Science	N/A	72.7
Writing	N/A	63.5
Academia	N/A	67.1
Marketing	N/A	66.4
Programming	N/A	45.1
Benchmark Tests
HLE	_	9.6
AIME	_	77.3
GPQA	_	77.7
SciCode	_	40.0
MATH-500	_	99.1
MMLU-Pro	_	84.2
LiveCodeBench	_	65.5
AA Math Index	_	74.3
AA Coding Index	_	45.1
AAII	_	56.5

deepcoder-14b-preview Advantages

claude-sonnet-4 Advantages

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Model Comparison

Metric	deepcoder-14b-preview openrouter	claude-sonnet-4 anthropic
Pricing
Input Price	$0.01 / 1M tokens	$3 / 1M tokens
Output Price	$0.01 / 1M tokens	$15 / 1M tokens
Capabilities
Context Window	96K tokens	200K tokens
Capabilities		tools
Input type	text	text, image
Category Scores
Overall Average	0.0	64.9
Maths	N/A	74.3
Finance	N/A	65.4
Science	N/A	72.7
Writing	N/A	63.5
Academia	N/A	67.1
Marketing	N/A	66.4
Programming	N/A	45.1
Benchmark Tests
HLE	_	9.6
AIME	_	77.3
GPQA	_	77.7
SciCode	_	40.0
MATH-500	_	99.1
MMLU-Pro	_	84.2
LiveCodeBench	_	65.5
AA Math Index	_	74.3
AA Coding Index	_	45.1
AAII	_	56.5

deepcoder-14b-preview Advantages

claude-sonnet-4 Advantages