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Model Comparison

olmo-3.1-32b-thinkvsclaude-sonnet-4.5

Model Comparison

Compare performance, benchmarks, and characteristics

olmo-3.1-32b-think

openrouter

Context65536 tokens

Input Price$0.15 / 1M tokens

Output Price$0.5 / 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	olmo-3.1-32b-think openrouter	claude-sonnet-4.5 anthropic
Pricing
Input Price	$0.15 / 1M tokens	$3 / 1M tokens
Output Price	$0.5 / 1M tokens	$15 / 1M tokens
Capabilities
Context Window	65536 tokens	200K tokens
Capabilities	reasoning	tools, reasoning
Input type	text	text, image
Category Scores
Overall Average	45.4	66.7
Maths	77.3	88.0
Finance	45.8	65.5
Science	59.9	77.7
Writing	45.0	66.9
Academia	36.6	63.1
Marketing	43.3	67.2
Programming	9.8	38.6
Benchmark Tests
HLE	6.0	17.3
GPQA	59.1	83.4
SciCode	29.3	44.7
MMLU-Pro	76.3	87.5
LiveCodeBench	69.5	71.4
AA Math Index	77.3	88.0
AA Coding Index	9.8	38.6
AAII	14.2	42.9

olmo-3.1-32b-think Advantages

• Lower input token cost ($0.15 / 1M tokens vs $3 / 1M tokens)

claude-sonnet-4.5 Advantages

• Higher benchmark scores (66.7 vs 45.4)
• Larger context window (200K tokens vs 65536 tokens)

Compare openrouter/olmo-3.1-32b-think vs anthropic/claude-sonnet-4.5