Compare openrouter/sorcererlm-8x22b vs anthropic/claude-sonnet-4

Model Comparison

Metric	sorcererlm-8x22b openrouter	claude-sonnet-4 anthropic
Pricing
Input Price	$4.5 / 1M tokens	$3 / 1M tokens
Output Price	$4.5 / 1M tokens	$15 / 1M tokens
Capabilities
Context Window	16K tokens	200K tokens
Capabilities		tools
Input type	text	text, image
Category Scores
Overall Average	0.0	64.9
Maths	N/A	74.3
Finance	N/A	65.4
Science	N/A	72.7
Writing	N/A	63.5
Academia	N/A	67.1
Marketing	N/A	66.4
Programming	N/A	45.1
Benchmark Tests
HLE	_	9.6
AIME	_	77.3
GPQA	_	77.7
SciCode	_	40.0
MATH-500	_	99.1
MMLU-Pro	_	84.2
LiveCodeBench	_	65.5
AA Math Index	_	74.3
AA Coding Index	_	45.1
AAII	_	56.5

sorcererlm-8x22b Advantages

claude-sonnet-4 Advantages

• Higher benchmark scores (64.9 vs 0.0)
• Lower input token cost ($3 / 1M tokens vs $4.5 / 1M tokens)
• Larger context window (200K tokens vs 16K tokens)

Compare openrouter/sorcererlm-8x22b vs anthropic/claude-sonnet-4