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Testing Standards

Evaluation Records

A Hands-On Tested label means something only if you can check the test behind it. Each record below documents one test in enough detail for a reader to repeat it. Our methodology explains the labels.

What every record contains

Test identity
The product and the exact model or app version tested.
Test date
When the tests were run, since AI products change quickly.
Environment
Plan, platform, settings, and tools enabled.
Tasks
The prompts or reproducible task descriptions, with the number of runs for each.
Scoring
The rubric and weights, scored by dimension and overall.
Results
The outcome of each task, stated plainly, including failures.
Limitations
Known confounders, sample size, and uncertainty.
Evaluators and sources
Who ran the tests and the documentation relied on.

Published records

No hands-on evaluation records have been published yet. Until they are, products on TheBestSI are labelled Editorial Analysis or Documented Research, and we show no numerical scores.