I really, really don't find the Artificial Analysis Intelligence Index credible anymore. It's some weighted score of benchmarks, and benchmarks increasingly don't reflect how good a model is.

That should be obvious if you compare Gemini 3.8 Flash (which is an _excellent_ model especially for its price and TPS!! but 10min of prompting in any harness) will tell you it's nowhere near close to Sol/Astra.

But AA scores Gemini 3.8 Flash at 59, and Astra at 61.

Many people claim that the Artificial Analysis Index is highly contaminated - I have not personally looked into it.

Though, unlike the creators of benchmarks like Terminal Bench or ARC AGI, the Artificial Analysis Index team does not seem to have deep technical or ML backgrounds. They are ex-strategy consultants, McKinsey, et. al.

If you scroll down in the Artificial Analysis page you linked, you'll see all the individual benchmarks.