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DeepSeek

deepseek-v3.1

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

IQ
90
EQ
n/a
Effective Cost
$1.2985
IQ Rank
#74

IQ Dimensions

DimensionIQCoverage
mathematical reasoning1012/5
scientific reasoning1143/4
abstract reasoning730/3
app building740/4
production engineering932/7
computer use901/7
reliability841/3

Benchmark Results

BenchmarkScoreDimension
AIME49.7mathematical-reasoning
Arena.ai Overall1417
BrowseComp30computer-use
GPQA Diamond73.5scientific-reasoning
Humanity's Last Exam6.3scientific-reasoning
IFBench37.8reliability
LiveCodeBench57.7production-engineering
MathArena40.5mathematical-reasoning
SciCode36.7scientific-reasoning
SWE-Bench Verified66production-engineering