AI IQ
Anthropic

opus-4

Public AI IQ model profile with source-backed benchmark results and derived ranking context.

IQ
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EQ
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Effective Cost
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IQ Rank
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IQ Dimensions

DimensionIQCoverage
Abstract Reasoning762/3
Mathematical Reasoning964/5
Scientific Reasoning1133/4
Frontend Engineeringn/a0/4
Backend Engineering962/9
Computer Usen/a0/7
Reliability881/5

Benchmark Results

BenchmarkScoreDimension
AIME41.25Mathematical Reasoning
ARC-AGI-135.7Abstract Reasoning
ARC-AGI-28.6Abstract Reasoning
BullshitBench v234Reliability
FrontierMath Tier 1-34.1Mathematical Reasoning
FrontierMath Tier 44.2Mathematical Reasoning
GPQA Diamond71.7Scientific Reasoning
Humanity's Last Exam10.7Scientific Reasoning
LiveCodeBench70.2Backend Engineering
MathArena31.6Mathematical Reasoning
SciCode39.8Scientific Reasoning
SWE-Bench Verified73.2Backend Engineering