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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 SupWriter

SupWriter finished 36.2 points ahead of Penlify in the September 2026 cycle, 72.80 to 36.57, ranking #5 against #14 in a field of 14. SupWriter scored higher on 5 of 5 detectors and 6 of 7 writing categories. Penlify came out ahead on consistency across categories (100.0 vs 64.7), readability (71.8 vs 45.7) and business email prompts (39.9 vs 38.7).

36.57 /100
overall score
#14 /14
rank -
+36.23
SupWriter leads →
Detectors
0 5
Categories
1 6
Components
2 3
72.80 /100
overall score
#5 /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 SupWriter by 80.3
0.0 80.3
Meaning preservation SupWriter by 16.3
62.7 79.0
Readability Penlify by 26.1
71.8 45.7
Consistency Penlify by 35.3
100.0 64.7
Penalties fewer is better SupWriter by 5.0
−5.0 None

Detector by detector

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

GPTZero SupWriter by 21.0
0.0 21.0
Originality.ai SupWriter by 78.5
0.0 78.5
Copyleaks SupWriter by 85.3
0.0 85.3
Winston AI SupWriter by 81.1
0.4 81.5
ZeroGPT SupWriter by 34.8
43.0 77.9

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 · SupWriter 79.7 Application Essay: Penlify 35.9 · SupWriter 67.1 Blog Post: Penlify 37.3 · SupWriter 78.4 Business Email: Penlify 39.9 · SupWriter 38.7 Marketing Copy: Penlify 38.8 · SupWriter 81.3 Discussion Board: Penlify 32.1 · SupWriter 78.0 News Article: Penlify 36.6 · SupWriter 81.1
Penlify SupWriter Outer ring = 100
Academic Essay 6 prompts SupWriter by 52.7
27.0 79.7
Application Essay 6 prompts SupWriter by 31.2
35.9 67.1
Blog Post 6 prompts SupWriter by 41.2
37.3 78.4
Business Email 3 prompts Penlify by 1.3
39.9 38.7
Marketing Copy 6 prompts SupWriter by 42.4
38.8 81.3
Discussion Board 3 prompts SupWriter by 45.9
32.1 78.0
News Article 3 prompts SupWriter by 44.5
36.6 81.1

Where each one wins

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

Penlify

3 wins
  • Consistency Score 100.0 vs 64.7
  • Readability Score 71.8 vs 45.7
  • Business Email Category 39.9 vs 38.7

SupWriter

14 wins
  • Bypass rate Score 80.3 vs 0.0
  • Penalties Score None vs −5.0
  • Meaning preservation Score 79.0 vs 62.7
  • Copyleaks Detector 85.3 vs 0.0
  • Winston AI Detector 81.5 vs 0.4
  • Originality.ai Detector 78.5 vs 0.0
  • ZeroGPT Detector 77.9 vs 43.0
  • GPTZero Detector 21.0 vs 0.0
  • Academic Essay Category 79.7 vs 27.0
  • Discussion Board Category 78.0 vs 32.1
  • and 4 more

Questions people ask

Is Penlify better than SupWriter?

SupWriter finished 36.2 points ahead of Penlify in the September 2026 cycle, 72.80 to 36.57, ranking #5 against #14 in a field of 14. SupWriter scored higher on 5 of 5 detectors and 6 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 SupWriter?

SupWriter posted the higher bypass rate, 80.3 vs 0.0, and scored higher on 5 of 5 detectors. SupWriter led on GPTZero, Originality.ai, Copyleaks, Winston AI and ZeroGPT.

Do Penlify and SupWriter keep the original meaning?

SupWriter preserved meaning better, 79.0 vs 62.7 on our 0–100 similarity scale. On readability, Penlify rated higher, 71.8 vs 45.7. Penalties this cycle: Penlify −5.0, SupWriter None.