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Model Comparison

gemma-4-31b-itvsclaude-sonnet-4.5

Model Comparison

Compare performance, benchmarks, and characteristics

gemma-4-31b-it

openrouter

Context262144 tokens

Input Price$0.14 / 1M tokens

Output Price$0.4 / 1M tokens

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claude-sonnet-4.5

anthropic

Context200K tokens

Input Price$3 / 1M tokens

Output Price$15 / 1M tokens

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Model Comparison

Metric	gemma-4-31b-it openrouter	claude-sonnet-4.5 anthropic
Pricing
Input Price	$0.14 / 1M tokens	$3 / 1M tokens
Output Price	$0.4 / 1M tokens	$15 / 1M tokens
Capabilities
Context Window	262144 tokens	200K tokens
Capabilities	tools, reasoning	tools, reasoning
Input type	text, image	text, image
Category Scores
Overall Average	64.1	66.7
Science	78.2	77.7
Writing	70.7	66.9
Academia	62.1	63.2
Marketing	70.8	67.2
Programming	38.7	38.6
Maths	N/A	88.0
Finance	N/A	65.5
Benchmark Tests
HLE	22.7	17.3
GPQA	85.0	83.4
SciCode	43.4	44.7
MMLU-Pro	85.2	87.5
LiveCodeBench	_	71.4
AA Math Index	_	88.0
AA Coding Index	38.7	38.6
AAII	39.2	43.0

gemma-4-31b-it Advantages

• Lower input token cost ($0.14 / 1M tokens vs $3 / 1M tokens)
• Larger context window (262144 tokens vs 200K tokens)

claude-sonnet-4.5 Advantages

• Higher benchmark scores (66.7 vs 64.1)

Compare openrouter/gemma-4-31b-it vs anthropic/claude-sonnet-4.5