[fnord123]

> the AA-Omniscience Hallucination Rate Benchmark which puts 3.0 Pro among the higher hallucinating models. 3.1 seems to be a noticeable improvement though.

As sibling comment says, AA-Omniscience Hallucination Rate Benchmark puts Gemini 3.0 as the best performing aside from Gemini 3.1 preview.

https://artificialanalysis.ai/evaluations/omniscience

[holbrad]

You are misreading the benchmark.

https://artificialanalysis.ai/#aa-omniscience-hallucination-...

If you look at the results 3.0 hallucinates an awful lot, when it's wrong.

It's just not wrong that often.

(And it looks like 3.1 does better on both fronts)