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.