Model profile
OLMo 3.1 32B Think
Evidence summary
Safety. OLMo 3.1 32B Think has an estimated Safety rank of #286; its 90% source-sensitivity interval is #102–#331. Its behavior-only rank is #292; company governance moves the combined estimate to #286. Published Safety evidence spans 3 eval lineages and 2 of 7 components. Its strongest relative result is AA-Omniscience (hallucination_rate, #124 of 358); its weakest is Arena Factuality — Text Arena (factuality-only weighting) (factuality_bt_rating, #103 of 111).
Freedom. OLMo 3.1 32B Think has an estimated Freedom rank of #641; its 90% source-sensitivity interval is #456–#660. Published Freedom evidence spans 1 eval lineages and 1 of 1 components. Its strongest relative result is SpeechMap model completion (complete_pct, #163 of 181); its weakest is SpeechMap model completion (complete_pct, #163 of 181).
Compare this model
Only models sharing at least one published sub-eval are listed.
Official and reference links
- Artificial Analysis ↗olmo-3-1-32b-think
- Hugging Face ↗allenai/Olmo-3.1-32B-Think
- OpenRouter ↗allenai/olmo-3.1-32b-think
- Official model page ↗Exact model document · Reviewed official Hugging Face owner · official repository
- Release source ↗repository created at proxy
Safety evals
Rank and direction are specific to the Safety portfolio. Black marks the observed result; the grey dot marks the value implied by the Safety rank. Values stay on each source’s native scale.
| Eval / sub-eval | Rank | Value | Distribution | Source |
|---|---|---|---|---|
| AA-Omnisciencehallucination_rate | #124 / 358 | ↓0.6629 | Source ↗official | |
| Arena Factuality — Text Arena (factuality-only weighting)factuality_bt_rating | #103 / 111 | ↑1392.0 | Source ↗official | |
| HUMAINE Trust, Ethics and Safetytrust_ethics_safety_score | #37 / 54 | ↑25.83 | Source ↗official |
Freedom evals
Rank and direction are specific to the Freedom portfolio. Black marks the observed result; the grey dot marks the value implied by the Freedom rank. Values stay on each source’s native scale.
| Eval / sub-eval | Rank | Value | Distribution | Source |
|---|---|---|---|---|
| SpeechMap model completioncomplete_pct | #163 / 181 | ↑32.5 | Source ↗official |