Meta's benchmark table puts Gemini 3.1 Pro at 59.2% on biohazard refusals

Meta's May 26th, 2026 Muse Spark report lists Gemini 3.1 Pro at 59.2% in one table and 61.5% in another on SecureBio BioTIER v1 refusals.

By · Published

Primary source: Meta Muse Spark Safety & Preparedness Report

Why it matters

BioTIER refusal rates show how often a tested system declines prompts that biosafety experts say should be refused. Meta's six-model table gives operators and policymakers a rare side-by-side view, while its dual Gemini and GPT figures and unclear competitor configurations limit how far the ranking can be generalized.

A laptop displays a glowing networked head and crossed-circle shield beside a biohazard-marked container and test tubes in a lab.

Meta's May 26th, 2026 Muse Spark report lists Gemini 3.1 Pro at 59.2% in one table and 61.5% in another on SecureBio BioTIER v1 refusals.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

Reader comments

Conversation for this story loads after sign-in.