Model Comparison

qwen3-coder-480b-a35b-instructvsclaude-sonnet-4

Compare performance, benchmarks, and characteristics

fireworksai

Context262144 tokens

Input Price$0.45 / 1M tokens

Output Price$1.8 / 1M tokens

anthropic

Context200K tokens

Input Price$3 / 1M tokens

Output Price$15 / 1M tokens

Model Comparison

Metric	qwen3-coder-480b-a35b-instruct fireworksai	claude-sonnet-4 anthropic
Pricing
Input Price	$0.45 / 1M tokens	$3 / 1M tokens
Output Price	$1.8 / 1M tokens	$15 / 1M tokens
Capabilities
Context Window	262144 tokens	200K tokens
Capabilities	tools	tools
Input type	text	text, image
Category Scores
Overall Average	48.5	53.5
Academia	52.0	59.9
Finance	56.6	55.7
Marketing	29.7	30.9
Maths	70.9	67.0
Programming	47.2	41.1
Science	61.8	75.4
Writing	20.9	23.7
Vision	N/A	74.4
Benchmark Tests
AIME	47.7	40.7
AA Coding Index	47.2	41.1
AAII	42.3	44.4
AA Math Index	70.9	67.0
GPQA	61.8	75.4
HLE	4.4	4.0
LiveCodeBench	58.5	44.9
MATH-500	94.2	93.4
MMLU-Pro	78.8	83.7
MMMU	_	74.4
SciCode	35.9	37.3

qwen3-coder-480b-a35b-instruct Advantages

claude-sonnet-4 Advantages

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Model Comparison

Metric	qwen3-coder-480b-a35b-instruct fireworksai	claude-sonnet-4 anthropic
Pricing
Input Price	$0.45 / 1M tokens	$3 / 1M tokens
Output Price	$1.8 / 1M tokens	$15 / 1M tokens
Capabilities
Context Window	262144 tokens	200K tokens
Capabilities	tools	tools
Input type	text	text, image
Category Scores
Overall Average	48.5	53.5
Academia	52.0	59.9
Finance	56.6	55.7
Marketing	29.7	30.9
Maths	70.9	67.0
Programming	47.2	41.1
Science	61.8	75.4
Writing	20.9	23.7
Vision	N/A	74.4
Benchmark Tests
AIME	47.7	40.7
AA Coding Index	47.2	41.1
AAII	42.3	44.4
AA Math Index	70.9	67.0
GPQA	61.8	75.4
HLE	4.4	4.0
LiveCodeBench	58.5	44.9
MATH-500	94.2	93.4
MMLU-Pro	78.8	83.7
MMMU	_	74.4
SciCode	35.9	37.3

qwen3-coder-480b-a35b-instruct Advantages

claude-sonnet-4 Advantages