Model Comparison

deepcoder-14b-previewvsclaude-opus-4.5

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$5 / 1M tokens

Output Price$25 / 1M tokens

Model Comparison

Metric	deepcoder-14b-preview openrouter	claude-opus-4.5 anthropic
Pricing
Input Price	$0.01 / 1M tokens	$5 / 1M tokens
Output Price	$0.01 / 1M tokens	$25 / 1M tokens
Capabilities
Context Window	96K tokens	200K tokens
Capabilities
Input type	text	text, image
Category Scores
Overall Average	0.0	76.6
Maths	N/A	91.3
Finance	N/A	80.5
Science	N/A	81.3
Writing	N/A	71.2
Academia	N/A	78.2
Marketing	N/A	73.3
Programming	N/A	60.2
Benchmark Tests
HLE	_	28.4
GPQA	_	86.6
SciCode	_	49.5
MMLU-Pro	_	89.5
LiveCodeBench	_	87.1
AA Math Index	_	91.3
AA Coding Index	_	60.2
AAII	_	69.8

deepcoder-14b-preview Advantages

claude-opus-4.5 Advantages

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Model Comparison

Metric	deepcoder-14b-preview openrouter	claude-opus-4.5 anthropic
Pricing
Input Price	$0.01 / 1M tokens	$5 / 1M tokens
Output Price	$0.01 / 1M tokens	$25 / 1M tokens
Capabilities
Context Window	96K tokens	200K tokens
Capabilities
Input type	text	text, image
Category Scores
Overall Average	0.0	76.6
Maths	N/A	91.3
Finance	N/A	80.5
Science	N/A	81.3
Writing	N/A	71.2
Academia	N/A	78.2
Marketing	N/A	73.3
Programming	N/A	60.2
Benchmark Tests
HLE	_	28.4
GPQA	_	86.6
SciCode	_	49.5
MMLU-Pro	_	89.5
LiveCodeBench	_	87.1
AA Math Index	_	91.3
AA Coding Index	_	60.2
AAII	_	69.8

deepcoder-14b-preview Advantages

claude-opus-4.5 Advantages