Alibaba
qwen3.5-4b
Public AI IQ model profile with source-backed benchmark results and derived ranking context. Open Source
IQ
90
EQ
n/a
Effective Cost
$0.3612
IQ Rank
#76
IQ Dimensions
| Dimension | IQ | Coverage |
|---|---|---|
| mathematical reasoning | 91 | 1/5 |
| scientific reasoning | 107 | 4/4 |
| abstract reasoning | 75 | 0/3 |
| app building | 89 | 0/4 |
| production engineering | 89 | 0/7 |
| computer use | 93 | 2/7 |
| reliability | 85 | 2/3 |
Benchmark Results
| Benchmark | Score | Dimension |
|---|---|---|
| AA Omniscience | -57 | reliability |
| CritPt | 0 | scientific-reasoning |
| GPQA Diamond | 77 | scientific-reasoning |
| Humanity's Last Exam | 8 | scientific-reasoning |
| IFBench | 52 | reliability |
| MathArena | 34.5 | mathematical-reasoning |
| SciCode | 16 | scientific-reasoning |
| Terminal-Bench 2.1 | 26 | computer-use |
| Terminal-Bench Hard | 18 | computer-use |