Benchmarks

Birds Don't Fly Like Planes. Neither Does AI.

A local model that generates tokens 2.2x faster than the incumbent finished later in wall-clock, because it emitted 3.1x more tokens. Tokens per second is the wrong metric. Time to answer is the right one.

Birds Don't Fly Like Planes. Neither Does AI.

Why AI Can't Crack Your Database

Explore why AI excels at complex math but struggles with SQL queries, with benchmark data showing a 60% accuracy ceiling in database operations across leading models.

Why AI Can't Crack Your Database

The Mispricing of Software Companies

Explore how public SaaS companies are valued: from 5-10x multiples a decade ago to 2-60x+ today. New data reveals surprising growth-value disconnects in tech.