How do we know if AI is actually good at data analytics?
Most AI benchmarks test whether a model can write SQL that runs against a public dataset. That's not the same as trusting it with real analysis.
We built a benchmark that grades models on having the type of analytical judgment your best data analyst has. We're scoring each model on accuracy, cost and, latency since the "right answer" and "worth what it costs" arenโt the same thing. โโ โโ
Izzy Miller (AI Engineer) and Rachel Herrera (Product Evangelist) share what we learned building a new benchmark testing whether AI can actually be trusted with data analysis. โโ โโ
You'll walk away knowing โโ โโ โ โโ
- What "trustworthy AI analysis" actually looks like
- Where todayโs models land
- What it means for how you evaluate and roll out AI on your own team
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