Google
gemini-3.1-flash-lite
Public AI IQ model profile with source-backed benchmark results and derived ranking context. Proprietary
IQ
92
EQ
n/a
Effective Cost
n/a
IQ Rank
#68
IQ Dimensions
| Dimension | IQ | Coverage |
|---|---|---|
| mathematical reasoning | 98 | 1/5 |
| scientific reasoning | 121 | 4/4 |
| abstract reasoning | 71 | 0/3 |
| app building | 77 | 2/4 |
| production engineering | 81 | 1/7 |
| computer use | 103 | 3/7 |
| reliability | 95 | 2/3 |
Benchmark Results
| Benchmark | Score | Dimension |
|---|---|---|
| AIME | 83.333 | mathematical-reasoning |
| Arena.ai Overall | 1432 | |
| BullshitBench v2 | 11 | reliability |
| CritPt | 1 | scientific-reasoning |
| FrontierCode Diamond | 0.7 | production-engineering |
| GPQA Diamond | 82 | scientific-reasoning |
| Humanity's Last Exam | 16 | scientific-reasoning |
| IFBench | 77 | reliability |
| MCP Atlas | 57.1 | computer-use |
| SciCode | 42 | scientific-reasoning |
| Terminal-Bench 2.1 | 31 | computer-use |
| Terminal-Bench Hard | 24 | computer-use |