Model Comparison

cogito-v2-preview-deepseek-671bvsclaude-sonnet-4.5

Compare performance, benchmarks, and characteristics

openrouter

Context163840 tokens

Input Price$1.25 / 1M tokens

Output Price$1.25 / 1M tokens

anthropic

Context200K tokens

Input Price$3 / 1M tokens

Output Price$15 / 1M tokens

Model Comparison

Metric	cogito-v2-preview-deepseek-671b openrouter	claude-sonnet-4.5 anthropic
Pricing
Input Price	$1.25 / 1M tokens	$3 / 1M tokens
Output Price	$1.25 / 1M tokens	$15 / 1M tokens
Capabilities
Context Window	163840 tokens	200K tokens
Capabilities		tools, reasoning
Input type	text	text, image
Category Scores
Overall Average	0.0	71.4
Maths	N/A	88.0
Finance	N/A	75.3
Science	N/A	77.7
Writing	N/A	66.9
Academia	N/A	73.0
Marketing	N/A	69.2
Programming	N/A	49.8
Benchmark Tests
HLE	_	17.3
GPQA	_	83.4
SciCode	_	44.7
MMLU-Pro	_	87.5
LiveCodeBench	_	71.4
AA Math Index	_	88.0
AA Coding Index	_	49.8
AAII	_	62.7

cogito-v2-preview-deepseek-671b Advantages

claude-sonnet-4.5 Advantages

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Model Comparison

Metric	cogito-v2-preview-deepseek-671b openrouter	claude-sonnet-4.5 anthropic
Pricing
Input Price	$1.25 / 1M tokens	$3 / 1M tokens
Output Price	$1.25 / 1M tokens	$15 / 1M tokens
Capabilities
Context Window	163840 tokens	200K tokens
Capabilities		tools, reasoning
Input type	text	text, image
Category Scores
Overall Average	0.0	71.4
Maths	N/A	88.0
Finance	N/A	75.3
Science	N/A	77.7
Writing	N/A	66.9
Academia	N/A	73.0
Marketing	N/A	69.2
Programming	N/A	49.8
Benchmark Tests
HLE	_	17.3
GPQA	_	83.4
SciCode	_	44.7
MMLU-Pro	_	87.5
LiveCodeBench	_	71.4
AA Math Index	_	88.0
AA Coding Index	_	49.8
AAII	_	62.7

cogito-v2-preview-deepseek-671b Advantages

claude-sonnet-4.5 Advantages