Model Comparison

gemini-3-pro-previewvscogito-v2-preview-deepseek-671b

Compare performance, benchmarks, and characteristics

gemini

Context1M tokens

Input Price$2 / 1M tokens

Output Price$12 / 1M tokens

openrouter

Context163840 tokens

Input Price$1.25 / 1M tokens

Output Price$1.25 / 1M tokens

Model Comparison

Metric	gemini-3-pro-preview gemini	cogito-v2-preview-deepseek-671b openrouter
Pricing
Input Price	$2 / 1M tokens	$1.25 / 1M tokens
Output Price	$12 / 1M tokens	$1.25 / 1M tokens
Capabilities
Context Window	1M tokens	163840 tokens
Capabilities	tools, reasoning
Input type	text, image, audio, video	text
Category Scores
Overall Average	80.1	0.0
Maths	95.7	N/A
Finance	84.3	N/A
Science	84.7	N/A
Writing	75.1	N/A
Academia	82.1	N/A
Marketing	76.6	N/A
Programming	62.3	N/A
Benchmark Tests
HLE	37.2	_
GPQA	91.3	_
SciCode	56.1	_
MMLU-Pro	89.8	_
LiveCodeBench	91.7	_
AA Math Index	95.7	_
AA Coding Index	62.3	_
AAII	72.8	_

gemini-3-pro-preview Advantages

cogito-v2-preview-deepseek-671b Advantages

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Model Comparison

Metric	gemini-3-pro-preview gemini	cogito-v2-preview-deepseek-671b openrouter
Pricing
Input Price	$2 / 1M tokens	$1.25 / 1M tokens
Output Price	$12 / 1M tokens	$1.25 / 1M tokens
Capabilities
Context Window	1M tokens	163840 tokens
Capabilities	tools, reasoning
Input type	text, image, audio, video	text
Category Scores
Overall Average	80.1	0.0
Maths	95.7	N/A
Finance	84.3	N/A
Science	84.7	N/A
Writing	75.1	N/A
Academia	82.1	N/A
Marketing	76.6	N/A
Programming	62.3	N/A
Benchmark Tests
HLE	37.2	_
GPQA	91.3	_
SciCode	56.1	_
MMLU-Pro	89.8	_
LiveCodeBench	91.7	_
AA Math Index	95.7	_
AA Coding Index	62.3	_
AAII	72.8	_

gemini-3-pro-preview Advantages

cogito-v2-preview-deepseek-671b Advantages