Model Comparison

llama-v3p1-405b-instructvsclaude-opus-4

Compare performance, benchmarks, and characteristics

fireworksai

Context128K tokens

Input Price$3 / 1M tokens

Output Price$3 / 1M tokens

anthropic

Context200K tokens

Input Price$15 / 1M tokens

Output Price$75 / 1M tokens

Model Comparison

Metric	llama-v3p1-405b-instruct fireworksai	claude-opus-4 anthropic
Pricing
Input Price	$3 / 1M tokens	$15 / 1M tokens
Output Price	$3 / 1M tokens	$75 / 1M tokens
Capabilities
Context Window	128K tokens	200K tokens
Capabilities	tools	tools
Input type	text	text, image
Category Scores
Overall Average	0.0	62.5
Maths	N/A	73.3
Finance	N/A	63.8
Science	N/A	75.0
Writing	N/A	56.8
Academia	N/A	66.9
Marketing	N/A	57.4
Programming	N/A	44.2
Benchmark Tests
HLE	_	11.7
AIME	_	75.7
GPQA	_	79.6
SciCode	_	39.8
MATH-500	_	98.2
MMLU-Pro	_	87.3
LiveCodeBench	_	63.6
AA Math Index	_	73.3
AA Coding Index	_	44.2
AAII	_	54.2

llama-v3p1-405b-instruct Advantages

claude-opus-4 Advantages

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Model Comparison

Metric	llama-v3p1-405b-instruct fireworksai	claude-opus-4 anthropic
Pricing
Input Price	$3 / 1M tokens	$15 / 1M tokens
Output Price	$3 / 1M tokens	$75 / 1M tokens
Capabilities
Context Window	128K tokens	200K tokens
Capabilities	tools	tools
Input type	text	text, image
Category Scores
Overall Average	0.0	62.5
Maths	N/A	73.3
Finance	N/A	63.8
Science	N/A	75.0
Writing	N/A	56.8
Academia	N/A	66.9
Marketing	N/A	57.4
Programming	N/A	44.2
Benchmark Tests
HLE	_	11.7
AIME	_	75.7
GPQA	_	79.6
SciCode	_	39.8
MATH-500	_	98.2
MMLU-Pro	_	87.3
LiveCodeBench	_	63.6
AA Math Index	_	73.3
AA Coding Index	_	44.2
AAII	_	54.2

llama-v3p1-405b-instruct Advantages

claude-opus-4 Advantages