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Which AI model should you run? We benchmark it

Candidates tested on your tasks and your hardware, numbers shown

From $750

We benchmark the candidates on your tasks and your hardware, then show the numbers.

Vigil Harbor benchmarks candidate AI models on your actual tasks and your actual hardware, then shows you the numbers instead of an opinion.

The proof

These are the same tests we use to pick the models we run ourselves. You get the scores, the speed, and a recommendation you can check.

The same tests we use to pick our own.

PARDON OUR PROGRESS

Pardon our progress, the live demo for this page is not embedded yet. Call us and we will show it to you directly.

Questions we get

Why not just use the biggest model?

Bigger costs more and is often slower, and on many business tasks a smaller model scores the same. The benchmark shows where the line is for your work, so you pay for exactly enough.

What do I get at the end?

A short report with scores per task, speed on your hardware, and a clear recommendation. Numbers you can check, not a vibe.

What does it cost?

From $750.

Popularly paired with

Taking on more than one service can warrant a discount. Ask on the call.

Start with the free audit.

Half a day, a findings sheet you keep, and a fixed quote for which model to run or anything else on the list.