Can short text skew results?

Yes, short samples are more volatile.

What should teams document?

Sample set, thresholds, and dispute outcomes.

Compare QuillBot AI Detector and GPTZero with a repeatable benchmark and clear review policy.

Benchmark across different text lengths and revision depths, not just one polished sample.

The winner is the tool that supports consistent reviewer decisions for your use case.