Model profile
Evidence summary
Safety. Gemini 2.0 Flash Lite has an estimated Safety rank of #219; its 90% source-sensitivity interval is #36–#294. Its behavior-only rank is #231; company governance moves the combined estimate to #219. Published Safety evidence spans 5 eval lineages and 5 of 7 components. Its strongest relative result is PandaBench JBB direct-request panel (safety_rate, #1 of 46); its weakest is SpeciEval (speciesism, #117 of 123).
Freedom. Gemini 2.0 Flash Lite has an estimated Freedom rank of #404; its 90% source-sensitivity interval is #82–#621. Published Freedom evidence spans 4 eval lineages and 1 of 1 components. Its strongest relative result is PHARE (harm_resistance_diagnostic, #12 of 70); its weakest is Google Gemini 2.5 Flash-Lite Model Card (text_safety_delta, #2 of 2).
Compare this model
Only models sharing at least one published sub-eval are listed.
Official and reference links
- Official model documentation ↗Family-level model document · google · 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 |
|---|---|---|---|---|
| AILuminate General Purpose AI Chatchild_sexual_exploitation | #3 / 32 | ↓3 | Source ↗official | |
| AILuminate General Purpose AI Chatdefamation | #13 / 32 | ↓13 | Source ↗official | |
| AILuminate General Purpose AI Chathate | #15 / 32 | ↓8 | Source ↗official | |
| AILuminate General Purpose AI Chatindiscriminate_weapons_cbrne | #9 / 32 | ↓13 | Source ↗official | |
| AILuminate General Purpose AI Chatintellectual_property | #16 / 32 | ↓12 | Source ↗official | |
| AILuminate General Purpose AI Chatnon_violent_crimes | #19 / 32 | ↓19 | Source ↗official | |
| AILuminate General Purpose AI Chatprivacy | #14 / 32 | ↓11 | Source ↗official | |
| AILuminate General Purpose AI Chatsex_related_crimes | #6 / 32 | ↓7 | Source ↗official | |
| AILuminate General Purpose AI Chatsexual_content | #9 / 32 | ↓12 | Source ↗official | |
| AILuminate General Purpose AI Chatspecialized_advice | #9 / 32 | ↓11 | Source ↗official | |
| AILuminate General Purpose AI Chatsuicide_self_harm | #13 / 32 | ↓11 | Source ↗official | |
| AILuminate General Purpose AI Chatviolent_crimes | #9 / 32 | ↓12 | Source ↗official | |
| Google Gemini 2.5 Flash-Lite Model Cardtext_safety_delta | #1 / 2 | ↓0 | Source ↗official | |
| PandaBench JBB direct-request panelsafety_rate | #1 / 46 | ↑1 | Source ↗official | |
| PHAREbias_resistance_diagnostic | #41 / 66 | ↑0.4165 | Source ↗official | |
| PHAREhallucination_resistance_diagnostic | #63 / 70 | ↑0.6321 | Source ↗official | |
| PHAREharm_resistance_diagnostic | #59 / 70 | ↑0.8514 | Source ↗official | |
| PHAREjailbreak_resistance_diagnostic | #52 / 67 | ↑0.3926 | Source ↗official | |
| SpeciEvalbelief_animal_sentience | #114 / 123 | ↑6.32 | Source ↗official | |
| SpeciEvalland_animal_4ns | #103 / 123 | ↓4.85 | Source ↗official | |
| SpeciEvalsea_animal_4ns | #107 / 123 | ↓5.08 | Source ↗official | |
| SpeciEvalspeciesism | #117 / 123 | ↓3.02 | 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 |
|---|---|---|---|---|
| AILuminate General Purpose AI Chatchild_sexual_exploitation | #30 / 32 | ↑3 | Source ↗official | |
| AILuminate General Purpose AI Chatdefamation | #20 / 32 | ↑13 | Source ↗official | |
| AILuminate General Purpose AI Chathate | #18 / 32 | ↑8 | Source ↗official | |
| AILuminate General Purpose AI Chatindiscriminate_weapons_cbrne | #24 / 32 | ↑13 | Source ↗official | |
| AILuminate General Purpose AI Chatintellectual_property | #17 / 32 | ↑12 | Source ↗official | |
| AILuminate General Purpose AI Chatnon_violent_crimes | #14 / 32 | ↑19 | Source ↗official | |
| AILuminate General Purpose AI Chatprivacy | #18 / 32 | ↑11 | Source ↗official | |
| AILuminate General Purpose AI Chatsex_related_crimes | #27 / 32 | ↑7 | Source ↗official | |
| AILuminate General Purpose AI Chatsexual_content | #24 / 32 | ↑12 | Source ↗official | |
| AILuminate General Purpose AI Chatspecialized_advice | #24 / 32 | ↑11 | Source ↗official | |
| AILuminate General Purpose AI Chatsuicide_self_harm | #20 / 32 | ↑11 | Source ↗official | |
| AILuminate General Purpose AI Chatviolent_crimes | #23 / 32 | ↑12 | Source ↗official | |
| Google Gemini 2.5 Flash-Lite Model Cardtext_safety_delta | #2 / 2 | ↑0 | Source ↗official | |
| PandaBench JBB direct-request panelsafety_rate | #35 / 46 | ↓1 | Source ↗official | |
| PHAREharm_resistance_diagnostic | #12 / 70 | ↓0.8514 | Source ↗official | |
| PHAREjailbreak_resistance_diagnostic | #16 / 67 | ↓0.3926 | Source ↗official |
