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The September 2026 results are in: WriteHuman holds #1, and newcomer SupWriter debuts at #5.Read the full analysis →
HumanizerBench

Head to head · September 2026 cycle

Penlify vs WriteHuman

WriteHuman finished 41.7 points ahead of Penlify in the September 2026 cycle, 78.29 to 36.57, ranking #1 against #14 in a field of 14. WriteHuman scored higher on 5 of 5 detectors and 7 of 7 writing categories. Penlify came out ahead on consistency across categories (100.0 vs 82.1) and readability (71.8 vs 56.9).

36.57 /100
overall score
#14 /14
rank -
+41.72
WriteHuman leads →
Detectors
0 5
Categories
0 7
Components
2 3
78.29 /100
overall score
#1 /14
rank -
Last tested
Prompts
33
Methodology
v1.2.0

Score components

What the overall score is made of: bypass rate weighs 42%, meaning preservation 32%, readability 16%, consistency across categories 10%. Output-quality penalties come off the total. How scoring works →

Bypass rate WriteHuman by 90.1
0.0 90.1
Meaning preservation WriteHuman by 9.5
62.7 72.3
Readability Penlify by 14.9
71.8 56.9
Consistency Penlify by 17.9
100.0 82.1
Penalties fewer is better WriteHuman by 5.0
−5.0 None

Detector by detector

Share of each tool's outputs that a detector classified as human-written. WriteHuman took 5 of 5.

GPTZero WriteHuman by 71.8
0.0 71.8
Originality.ai WriteHuman by 91.4
0.0 91.4
Copyleaks WriteHuman by 86.7
0.0 86.7
Winston AI WriteHuman by 83.7
0.4 84.1
ZeroGPT WriteHuman by 34.8
43.0 77.8

Writing categories

Category score per writing context: bypass credit only for real rewrites, blended with the category's own meaning preservation and readability. Small categories swing; the prompt count is shown on each row. How category scores work →

Academic Essay Application Essay Blog Post Business Email Marketing Copy Discussion Board News Article Academic Essay: Penlify 27.0 · WriteHuman 84.1 Application Essay: Penlify 35.9 · WriteHuman 71.6 Blog Post: Penlify 37.3 · WriteHuman 83.9 Business Email: Penlify 39.9 · WriteHuman 56.7 Marketing Copy: Penlify 38.8 · WriteHuman 82.1 Discussion Board: Penlify 32.1 · WriteHuman 78.2 News Article: Penlify 36.6 · WriteHuman 78.3
Penlify WriteHuman Outer ring = 100
Academic Essay 6 prompts WriteHuman by 57.1
27.0 84.1
Application Essay 6 prompts WriteHuman by 35.8
35.9 71.6
Blog Post 6 prompts WriteHuman by 46.6
37.3 83.9
Business Email 3 prompts WriteHuman by 16.8
39.9 56.7
Marketing Copy 6 prompts WriteHuman by 43.2
38.8 82.1
Discussion Board 3 prompts WriteHuman by 46.1
32.1 78.2
News Article 3 prompts WriteHuman by 41.8
36.6 78.3

Where each one wins

Every measure above that one tool won outright, largest margin first within each group.

Penlify

2 wins
  • Consistency Score 100.0 vs 82.1
  • Readability Score 71.8 vs 56.9

WriteHuman

15 wins
  • Bypass rate Score 90.1 vs 0.0
  • Penalties Score None vs −5.0
  • Meaning preservation Score 72.3 vs 62.7
  • Originality.ai Detector 91.4 vs 0.0
  • Copyleaks Detector 86.7 vs 0.0
  • Winston AI Detector 84.1 vs 0.4
  • GPTZero Detector 71.8 vs 0.0
  • ZeroGPT Detector 77.8 vs 43.0
  • Academic Essay Category 84.1 vs 27.0
  • Blog Post Category 83.9 vs 37.3
  • and 5 more

Questions people ask

Is Penlify better than WriteHuman?

WriteHuman finished 41.7 points ahead of Penlify in the September 2026 cycle, 78.29 to 36.57, ranking #1 against #14 in a field of 14. WriteHuman scored higher on 5 of 5 detectors and 7 of 7 writing categories. Both tools ran the same 33 prompts, scored by the same 5 detectors, under methodology v1.2.0; every input, output and verdict is published.

Which bypasses AI detectors better, Penlify or WriteHuman?

WriteHuman posted the higher bypass rate, 90.1 vs 0.0, and scored higher on 5 of 5 detectors. WriteHuman led on GPTZero, Originality.ai, Copyleaks, Winston AI and ZeroGPT.

Do Penlify and WriteHuman keep the original meaning?

WriteHuman preserved meaning better, 72.3 vs 62.7 on our 0–100 similarity scale. On readability, Penlify rated higher, 71.8 vs 56.9. Penalties this cycle: Penlify −5.0, WriteHuman None.