Cost tools measure dollars. Eval tools measure quality. Scout's Honor is the only one that tells you whether the two are worth it — quality ÷ cost, scored by an independent judge.
The market can tell you what you spend, or whether a model is good, or which model to call this instant. Nobody tells you whether the whole thing is paying off. That seat is empty — it's the only one that needs both halves.
Attributes spend by team and model. Blind to quality.
Ranks how good an agent is. Blind to cost.
Picks a model in real time. Commoditizing into the clouds.
Quality against cost, across the portfolio. The honest call.
Give it a real task. One model runs it live, an independent judge verifies the quality, and Scout's Honor ranks every contender by value — not just quality — then tells you the honest pick.
Drop in a real task and say what matters — accuracy, or cost, or the balance. That's the whole setup.
Contenders run the task head-to-head. An independent judge verifies quality against your criteria — no self-graded scores.
A leaderboard ranked by value, with the honest call: where you're overpaying, and the model that's actually worth it.
Find out where every dollar of your AI budget is — and isn't — worth it.