Model profile
Inkling Small
Evidence summary
Safety. Inkling Small has an estimated Safety rank of #18; its 90% source-sensitivity interval is #10–#107. Its behavior-only rank is #9; company governance moves the combined estimate to #18. Published Safety evidence spans 5 eval lineages and 5 of 7 components. Its strongest relative result is SpeciEval (speciesism, #5 of 123); its weakest is Inkling-Small model card — StrongREJECT (safety_rate, #8 of 10).
Freedom. Inkling Small has an estimated Freedom rank of #466; its 90% source-sensitivity interval is #131–#635. Published Freedom evidence spans 2 eval lineages and 1 of 1 components. Its strongest relative result is Inkling-Small model card — StrongREJECT (safety_rate, #3 of 10); its weakest is SpeechMap model completion (complete_pct, #150 of 181).
Compare this model
Only models sharing at least one published sub-eval are listed.
Official and reference links
- Artificial Analysis ↗inkling-small
- Hugging Face ↗thinkingmachines/Inkling-Small
- OpenRouter ↗thinkingmachines/inkling-small
- Inkling-Small model card ↗Exact model document · Thinking Machines Lab · first party
- Release source ↗curated outward evidence
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 | #104 / 345 | ↓0.6299 | Source ↗official | |
| Inkling-Small model card — FORTRESSbenign_answer_rate | #3 / 10 | ↑96.9 | Source ↗official | |
| Inkling-Small model card — FORTRESSharmful_refusal_rate | #7 / 10 | ↑71.6 | Source ↗official | |
| Inkling-Small model card — StrongREJECTsafety_rate | #8 / 10 | ↑98.4 | Source ↗official | |
| Manager Coercion Benchcoercion_ladder_depth | #27 / 37 | ↓8.9 | Source ↗self run | |
| SpeciEvalbelief_animal_sentience | #52 / 123 | ↑6.833 | Source ↗self run | |
| SpeciEvalland_animal_4ns | #10 / 123 | ↓3.95 | Source ↗self run | |
| SpeciEvalsea_animal_4ns | #27 / 123 | ↓4.5 | Source ↗self run | |
| SpeciEvalspeciesism | #5 / 123 | ↓1.175 | Source ↗self run | |
| TACbase_welfare_rate | #20 / 87 | ↑35.26 | Source ↗self run |
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 |
|---|---|---|---|---|
| Inkling-Small model card — FORTRESSbenign_answer_rate | #3 / 10 | ↑96.9 | Source ↗official | |
| Inkling-Small model card — FORTRESSharmful_refusal_rate | #4 / 10 | ↓71.6 | Source ↗official | |
| Inkling-Small model card — StrongREJECTsafety_rate | #3 / 10 | ↓98.4 | Source ↗official | |
| SpeechMap model completioncomplete_pct | #150 / 181 | ↑36.9 | Source ↗official |