AI IQ
Google

gemma-4-31b

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

IQ
97
EQ
112
Effective Cost
$0.3246
IQ Rank
#62

IQ Dimensions

DimensionIQCoverage
Abstract Reasoning730/3
Mathematical Reasoning970/5
Scientific Reasoning1244/4
Frontend Engineering891/4
Backend Engineering850/9
Computer Use1062/7
Reliability1085/5

Benchmark Results

BenchmarkScoreDimension
AA Long Chain Reasoning62Reliability
AA Omniscience-45Reliability
Arena.ai Overall1451
BullshitBench v225Reliability
CritPt1Scientific Reasoning
EQ-Bench 3 Elo1450.6
FACTS Grounding80.7Reliability
GPQA Diamond86Scientific Reasoning
Humanity's Last Exam23Scientific Reasoning
IFBench76Reliability
SciCode43Scientific Reasoning
Terminal-Bench 2.143Computer Use