Model Comparison

gemini-3.1-flash-lite-previewvsclaude-opus-4.5

Compare performance, benchmarks, and characteristics

openrouter

Context1048576 tokens

Input Price$0.25 / 1M tokens

Output Price$1.5 / 1M tokens

anthropic

Context200K tokens

Input Price$5 / 1M tokens

Output Price$25 / 1M tokens

Model Comparison

Metric	gemini-3.1-flash-lite-preview openrouter	claude-opus-4.5 anthropic
Pricing
Input Price	$0.25 / 1M tokens	$5 / 1M tokens
Output Price	$1.5 / 1M tokens	$25 / 1M tokens
Capabilities
Context Window	1048576 tokens	200K tokens
Capabilities	tools, reasoning	tools, reasoning
Input type	text, image	text, image
Category Scores
Overall Average	59.0	71.6
Science	72.1	81.3
Writing	66.6	71.2
Academia	59.0	68.2
Marketing	67.1	71.3
Programming	30.1	47.8
Maths	N/A	91.3
Finance	N/A	70.5
Benchmark Tests
HLE	16.2	28.4
GPQA	84.5	86.6
SciCode	41.9	49.5
MMLU-Pro	_	89.5
LiveCodeBench	_	87.1
AA Math Index	_	91.3
AA Coding Index	30.1	47.8
AAII	33.5	49.7

gemini-3.1-flash-lite-preview Advantages

claude-opus-4.5 Advantages

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Model Comparison

Metric	gemini-3.1-flash-lite-preview openrouter	claude-opus-4.5 anthropic
Pricing
Input Price	$0.25 / 1M tokens	$5 / 1M tokens
Output Price	$1.5 / 1M tokens	$25 / 1M tokens
Capabilities
Context Window	1048576 tokens	200K tokens
Capabilities	tools, reasoning	tools, reasoning
Input type	text, image	text, image
Category Scores
Overall Average	59.0	71.6
Science	72.1	81.3
Writing	66.6	71.2
Academia	59.0	68.2
Marketing	67.1	71.3
Programming	30.1	47.8
Maths	N/A	91.3
Finance	N/A	70.5
Benchmark Tests
HLE	16.2	28.4
GPQA	84.5	86.6
SciCode	41.9	49.5
MMLU-Pro	_	89.5
LiveCodeBench	_	87.1
AA Math Index	_	91.3
AA Coding Index	30.1	47.8
AAII	33.5	49.7

gemini-3.1-flash-lite-preview Advantages

claude-opus-4.5 Advantages