‹ PublicAI Index
The LLM benchmark aggregator.
ClassOne Qwen 3.5 4B
Alibaba · 4B
Strongest in Routing & classification (#127 of 192), weakest in Calibration (#178 of 192). Above par in 0 of 3 scopes. Among the models it meets almost everywhere, it finishes behind Chon 1.0 12B and vLLM-SR d3 and ahead of Open Jev Deberta V3 Large and WaterSheep.
§ 1 · Profile
What it is good at
Bars run from 50 — the average of the models each source lists — so right of the line is above par. The middle column is the gap to whoever leads that scope.
Decisions38−28.9#166/1921/1
Routing & classification45.4−28.6#127/1921/1
Calibration30.5−31.3#178/1921/1
§ 2 · Head to head
What it beats, and what beats it
The same models turn up scope after scope. Counted once: where both were placed, who finished higher. Bars run right for ClassOne Qwen 3.5 4B, left for the other.
§ 3 · Sources
Where the numbers come from
1 publication, 2 figures. Every one links to the page it was read from.
JevBench · Intelligence 27.3%JevBench · Calibration 48.8%
Badge
[](https://publicai.io/model-index/m/classone-qwen-3-5-4b)