About

PayingForAI exists because AI pricing pages and AI benchmarks answer the wrong question. Price lists say what a token costs. Leaderboards say who writes the nicest answer. Buyers need to know what a finished, verified result costs — failures, repairs, and human review included.

The Test Lab is the evidence engine: a reusable fight platform where models, agents, and frameworks run identical frozen workloads under deterministic judging, and every run — accepted or failed — is preserved, hashed, and published.

It is built by OverpayingForAI, which turns this evidence into buying advice: whether the model, plan, or agent you're paying for is worth paying for.