AI IQ
Google

gemini-3.1-flash-lite

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

IQ
94
EQ
n/a
Effective Cost
$0.6270
IQ Rank
#72

IQ Dimensions

DimensionIQCoverage
Abstract Reasoning730/3
Mathematical Reasoning981/5
Scientific Reasoning1214/4
Frontend Engineering772/4
Backend Engineering801/9
Computer Use1033/7
Reliability1055/5

Benchmark Results

BenchmarkScoreDimension
AA Long Chain Reasoning65Reliability
AA Omniscience-16Reliability
AIME83.333Mathematical Reasoning
Arena.ai Overall1432
BullshitBench v211Reliability
CritPt1Scientific Reasoning
FACTS Grounding66.5Reliability
FrontierCode Diamond0.7Backend Engineering
GPQA Diamond82Scientific Reasoning
Humanity's Last Exam16Scientific Reasoning
IFBench77Reliability
MCP Atlas57.1Computer Use