Model profile
Googledeveloper
2026-07-21release date
#111 / 309overall rank
8eval lineages
Evidence summary
Gemini 3.5 Flash Lite has an estimated overall rank of #111; its 90% source-sensitivity interval is #41–#204. Its behavior-only rank is #123; company governance moves the combined estimate to #111. Published evidence spans 8 evals and 5 of 7 behavior components. Its strongest relative result is SM-Bench (eq_boundaries, #5 of 79); its weakest is Pokee-Isaac model card — DTAP (combined_attack_success_rate, #6 of 6).
Compare this model
Only models sharing at least one published sub-eval are listed.
Official and reference links
- Artificial Analysis ↗gemini-3-5-flash-lite
- OpenRouter ↗google/gemini-3.5-flash-lite
- Official model documentation ↗Family-level model document · google · first party
- Release source ↗curated outward evidence
Published eval results
Rank is within that sub-eval. Black marks the observed result; the grey dot marks the value implied by the global rank. Values stay on each source’s native scale.
| Eval / sub-eval | Rank | Value | Distribution | Source |
|---|---|---|---|---|
| AA-Omnisciencehallucination_rate | #30 / 328 | ↓0.3436 | Source ↗official | |
| BullshitBench v2clear_pushback_rate | #16 / 106 | ↑0.62 | Source ↗official | |
| Inkling-Small model card — FORTRESSbenign_answer_rate | #5 / 10 | ↑95.5 | Source ↗official | |
| Inkling-Small model card — FORTRESSharmful_refusal_rate | #8 / 10 | ↑70.7 | Source ↗official | |
| Inkling-Small model card — StrongREJECTsafety_rate | #9 / 10 | ↑97.6 | Source ↗official | |
| Olam Social Poker — Social Lie Ratesocial_lie_rate_per_10000_turns | #13 / 19 | ↓13 | Source ↗official | |
| Pokee-Isaac model card — DTAPbenign_task_success_rate | #2 / 6 | ↑0.833 | Source ↗official | |
| Pokee-Isaac model card — DTAPcombined_attack_success_rate | #6 / 6 | ↓0.663 | Source ↗official | |
| SM-Benchadversarial | #6 / 79 | ↑89.76 | Source ↗official | |
| SM-Benchambiguous_interpretation | #50 / 79 | ↑82.44 | Source ↗official | |
| SM-Benchanti_hallucination | #57 / 79 | ↑86.91 | Source ↗official | |
| SM-Bencheq_boundaries | #5 / 79 | ↑76.12 | Source ↗official | |
| SM-Benchoverfit | #32 / 79 | ↑78.14 | Source ↗official | |
| SpeciEvalbelief_animal_sentience | #47 / 113 | ↑6.85 | Source ↗official | |
| SpeciEvalland_animal_4ns | #67 / 113 | ↓4.62 | Source ↗official | |
| SpeciEvalsea_animal_4ns | #49 / 113 | ↓4.7 | Source ↗official | |
| SpeciEvalspeciesism | #94 / 113 | ↓2.58 | Source ↗official | |
| TACbase_welfare_rate | #51 / 76 | ↑23.72 | Source ↗self run |
