AI IQ
Anthropic

sonnet-4.6

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

IQ
119
EQ
109
Effective Cost
$28.09
IQ Rank
#17

IQ Dimensions

DimensionIQCoverage
Abstract Reasoning922/3
Mathematical Reasoning1204/5
Scientific Reasoning1304/4
Frontend Engineering1314/4
Backend Engineering1236/9
Computer Use1254/7
Reliability1165/5

Benchmark Results

BenchmarkScoreDimension
AA Long Chain Reasoning71Reliability
AA Omniscience12Reliability
AIME92.292Mathematical Reasoning
ARC-AGI-186.5Abstract Reasoning
ARC-AGI-260.4Abstract Reasoning
Arena.ai Overall1472
AttuneBench Composite50.3
BrowseComp74.7Computer Use
BullshitBench v291Reliability
CritPt3.1Scientific Reasoning
DeepSWE v1.129.93Backend Engineering
DeepSWE31.77Backend Engineering