Back to GalleryBack

Model Comparison

kat-coder-pro-v2vsgemini-3-pro-preview

Model Comparison

Compare performance, benchmarks, and characteristics

kat-coder-pro-v2

openrouter

Context256K tokens

Input Price$0.3 / 1M tokens

Output Price$1.2 / 1M tokens

View Details →

gemini-3-pro-preview

gemini

Context1M tokens

Input Price$2 / 1M tokens

Output Price$12 / 1M tokens

View Details →

Loading comparison...

Model Comparison

Metric	kat-coder-pro-v2 openrouter	gemini-3-pro-preview gemini
Pricing
Input Price	$0.3 / 1M tokens	$2 / 1M tokens
Output Price	$1.2 / 1M tokens	$12 / 1M tokens
Capabilities
Context Window	256K tokens	1M tokens
Capabilities	tools	tools, reasoning
Input type	text	text, image, audio, video
Category Scores
Overall Average	62.2	74.0
Science	72.9	84.7
Writing	63.5	75.1
Academia	64.7	69.9
Marketing	64.6	74.2
Programming	45.6	46.5
Maths	N/A	95.7
Finance	N/A	72.0
Benchmark Tests
HLE	16.0	37.2
GPQA	85.5	91.3
SciCode	38.3	56.1
MMLU-Pro	_	89.8
LiveCodeBench	_	91.7
AA Math Index	_	95.7
AA Coding Index	45.6	46.5
AAII	43.8	48.4

kat-coder-pro-v2 Advantages

• Lower input token cost ($0.3 / 1M tokens vs $2 / 1M tokens)

gemini-3-pro-preview Advantages

• Higher benchmark scores (74.0 vs 62.2)
• Larger context window (1M tokens vs 256K tokens)

Compare openrouter/kat-coder-pro-v2 vs gemini/gemini-3-pro-preview