Gemini 3.1 Flash-Lite
- Framework: Frontier Safety Framework
- 1 statement about capability levels
- 1 independent or government test
- 6 tests by the provider
- 4 source documents
What the provider states
- Other · CCL (Critical Capability Level) · Not determined
our assessments have shown that gemini 3.1 flash-lite is less capable than gemini 3.1 pro, therefore based on gemini 3.1 pro, we are confident that gemini 3.1 flash-lite is also unlikely to reach any ccls.
Google DeepMind · 3 March 2026 · Read the source
Independent and government tests
- judge evaluation against approximate ground truth severity labels · Apollo Research, independent evaluator · Deception & sabotage
for example, gemini 3.1 flash-lite skips severity grading to score task execution, haiku 4.5 primarily fails to flag violations at all, and gpt-5.4 mini identifies violations but discounts them heavily through session-context framing.
Apollo Research · 7 July 2026 · Read the source
The provider's own tests
- image to text safety · The provider · Harmful content
image to text safety automated content safety evaluation measuring safety policies -21.7%
Google DeepMind · 3 March 2026 · Read the source - manual red teaming · The provider · Harmful content
like 3 pro, the scope of red teaming covered potential issues outside of our strict policies, and found no egregious concerns.
Google DeepMind · 3 March 2026 · Read the source - multilingual safety · The provider · Harmful content
multilingual safety automated safety policy evaluation across multiple languages -1.84%
Google DeepMind · 3 March 2026 · Read the source - text to text safety · The provider · Harmful content
text to text safety automated content safety evaluation measuring safety policies -1.18%
Google DeepMind · 3 March 2026 · Read the source - tone · The provider · Misuse & jailbreak
tone 2 automated evaluation measuring objective tone of model refusal +14.59%
Google DeepMind · 3 March 2026 · Read the source - unjustified-refusals · The provider · Misuse & jailbreak
unjustified-refusals automated evaluation measuring model’s ability to respond to borderline prompts while remaining safe -14.41%
Google DeepMind · 3 March 2026 · Read the source
No document we read states: a release date, a safeguard. No incident on record names this version.
Some documents we hold are stored in lower case only, so their quotes are shown in lower case. The source link opens the original.
Documents listed for this version
- Gemini 3.1 Flash-Lite Model Card · Google DeepMind · 3 March 2026
- Gemini 3.1 Flash-Lite · Google DeepMind · 3 March 2026
- Untrusted advice for AI control: Short, strong advice significantly uplifts weak LLMs · Redwood Research · 27 July 2026
- Evaluating LLM Calibration for Coding-Agent Monitoring · Apollo Research · 7 July 2026