Benchmark
A public, standardised test for comparing models.
01In short
A public, standardised test for comparing models.
In productionGood for a shortlist. Useless as proof that a model works in your process.
02Video
slot · videoBenchmark in 90 secondsadd: GUIDES['benchmark'].video
03Guide
slot · guide
A step-by-step guide for “Benchmark” goes here. Suggested outline:
- What it is — in one paragraph
- Why it matters in production
- How to do it — 3 to 7 steps
- Pitfalls we see in the field
04Checklist
slot · checklist
Four to eight things a team can tick before go-live.
05FAQ
slot · FAQ
The three questions clients actually ask about “Benchmark”.
06Related terms
EvaluationEval setA fixed collection of real inputs with known good outputs, scored automatically.EvaluationDriftPerformance degrading over time because data, users or the model change.EvaluationEvalsSystematic tests of an AI system’s outputs against expected results, run automatically after every change.
Where we help · Secure