HumanizerEval

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September 2026 review · same 50 texts

Humbot vs Ryne

In the September 2026 HumanizerEval review, Humbot and Ryne rewrote the same 50 English texts. Humbot cleared all 5 detectors on 0 of them; Ryne on 0. The difference is mostly Winston AI: on 37 samples Humbot passed it where Ryne failed, and the reverse never happened.

Per-sample agreement

Per-sample agreement, September 2026. Counts are out of the 50 shared samples, computed at the 50% human-score threshold. Margin counts the samples only one tool passed, higher count first.
DetectorPassed more oftenMarginBoth passedNeither passed
Pangram 4.0Ryne11 to 0039
GPTZero 2026-09-13-baseHumbot27 to 0419
Originality.ai turboHumbot35 to 0015
ZeroGPT defaultHumbot19 to 0310
Winston AI 5.0Humbot37 to 0130
All 5 detectorsTied0 to 0050

Every count is computed from scores.csv at build time, not transcribed. “Neither passed” counts the texts that defeated both tools; on Pangram that was 39 of 50 here.

Quality and output discipline

Quality and output discipline, September 2026.
MeasureHumbotRyne
22%44%
0%80%
98%98%
70%94%
1.121.07
00
00
AdvancedAggressive, beast mode
Websitehumbot.ai ryne.ai

On per-sample quality scores, Humbot scored higher on 2 samples, Ryne on 38, and the two tied on 10. Ryne’s output was shorter on 38 of 50 samples; mean length ratios were 1.12 and 1.07, or 12% longer than the input and 7% longer than the input respectively.

Where each one outperforms the other

Humbot

  • GPTZero: passed 31 of 50 against 4, including 27 samples where Ryne failed, against 0 the other way.
  • Originality.ai: passed 35 of 50 against 0, including 35 samples where Ryne failed, against 0 the other way.
  • ZeroGPT: passed 50 of 50 against 31, including 19 samples where Ryne failed, against 0 the other way.
  • Winston AI: passed 50 of 50 against 13, including 37 samples where Ryne failed, against 0 the other way.

Ryne

  • Pangram: passed 11 of 50 against 0, including 11 samples where Humbot failed, against 0 the other way.
  • Factual consistency: 44% against 22%.
  • Naturalness: 80% against 0%.
  • Stance preservation: 94% against 70%.
  • Length: shorter output on 38 of 50 samples, which matters under a word limit.

Humbot vs Ryne FAQ

Is Humbot better than Ryne?

In the September 2026 HumanizerEval review, Humbot cleared all 5 detectors on 0 of the 50 shared samples and Ryne on 0. Quality ran 2 samples to 38, with 10 ties.

Which humanizer is best for Pangram, Humbot or Ryne?

Ryne. In September 2026, Humbot passed Pangram on 0 of the 50 shared samples and Ryne on 11. On 0 samples Humbot passed where Ryne failed; the reverse happened on 11. Both failed on 39.

Which humanizer changes the text less?

Ryne. It scored higher on per-sample quality on 38 of 50 samples, against 2. Humbot’s outputs averaged 1.12× the input length and passed factual consistency on 22%; Ryne’s averaged 1.07× and passed on 44%. On stance preservation the split was 70% to 94%. Ryne produced the shorter output on 38 of 50 samples.

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