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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

Stealth Writer vs SupWriter

Stealth Writer finished 2.6 points ahead of SupWriter in the September 2026 cycle, 75.39 to 72.80, ranking #2 against #5 in a field of 14. Stealth Writer scored higher on 3 of 5 detectors and 5 of 7 writing categories. SupWriter came out ahead on news article prompts (81.1 vs 66.1), penalties (None vs −1.0) and application essay prompts (67.1 vs 62.5). The bypass-rate gap, 86.4 to 80.3, sits inside both tools' 95% confidence intervals, so treat bypass as a draw.

75.39 /100
overall score
#2 /14
rank ▲ 1
+2.59
← Stealth Writer leads
Detectors
3 2
Categories
5 2
Components
3 2
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 CIs overlap Stealth Writer by 6.1
86.4 80.3
Meaning preservation CIs overlap SupWriter by 2.7
76.3 79.0
Readability Stealth Writer by 1.5
47.2 45.7
Consistency Stealth Writer by 16.7
81.4 64.7
Penalties fewer is better SupWriter by 1.0
−1.0 None

CIs overlap marks a gap that sits inside both tools' published 95% confidence intervals for that component; it may not survive another cycle.

Detector by detector

Share of each tool's outputs that a detector classified as human-written. Stealth Writer took 3 of 5.

GPTZero Stealth Writer by 12.9
33.9 21.0
Originality.ai Stealth Writer by 18.9
97.4 78.5
Copyleaks SupWriter by 3.5
81.8 85.3
Winston AI SupWriter by 1.3
80.3 81.5
ZeroGPT Stealth Writer by 3.3
81.1 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: Stealth Writer 83.7 · SupWriter 79.7 Application Essay: Stealth Writer 62.5 · SupWriter 67.1 Blog Post: Stealth Writer 80.1 · SupWriter 78.4 Business Email: Stealth Writer 54.3 · SupWriter 38.7 Marketing Copy: Stealth Writer 82.0 · SupWriter 81.3 Discussion Board: Stealth Writer 84.0 · SupWriter 78.0 News Article: Stealth Writer 66.1 · SupWriter 81.1
Stealth Writer SupWriter Outer ring = 100
Academic Essay 6 prompts Stealth Writer by 4.0
83.7 79.7
Application Essay 6 prompts SupWriter by 4.5
62.5 67.1
Blog Post 6 prompts Stealth Writer by 1.7
80.1 78.4
Business Email 3 prompts Stealth Writer by 15.6
54.3 38.7
Marketing Copy 6 prompts Stealth Writer by 0.7
82.0 81.3
Discussion Board 3 prompts Stealth Writer by 6.0
84.0 78.0
News Article 3 prompts SupWriter by 14.9
66.1 81.1

Where each one wins

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

Stealth Writer

11 wins
  • Consistency Score 81.4 vs 64.7
  • Bypass rate Score 86.4 vs 80.3
  • Readability Score 47.2 vs 45.7
  • Originality.ai Detector 97.4 vs 78.5
  • GPTZero Detector 33.9 vs 21.0
  • ZeroGPT Detector 81.1 vs 77.9
  • Business Email Category 54.3 vs 38.7
  • Discussion Board Category 84.0 vs 78.0
  • Academic Essay Category 83.7 vs 79.7
  • Blog Post Category 80.1 vs 78.4
  • and 1 more

SupWriter

6 wins
  • Penalties Score None vs −1.0
  • Meaning preservation Score 79.0 vs 76.3
  • Copyleaks Detector 85.3 vs 81.8
  • Winston AI Detector 81.5 vs 80.3
  • News Article Category 81.1 vs 66.1
  • Application Essay Category 67.1 vs 62.5

Questions people ask

Is Stealth Writer better than SupWriter?

Stealth Writer finished 2.6 points ahead of SupWriter in the September 2026 cycle, 75.39 to 72.80, ranking #2 against #5 in a field of 14. Stealth Writer scored higher on 3 of 5 detectors and 5 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, Stealth Writer or SupWriter?

Stealth Writer posted the higher bypass rate, 86.4 vs 80.3, and scored higher on 3 of 5 detectors. Stealth Writer led on GPTZero, Originality.ai and ZeroGPT; SupWriter led on Copyleaks and Winston AI. The overall bypass gap is inside both 95% confidence intervals, so it is not a reliable difference.

Do Stealth Writer and SupWriter keep the original meaning?

SupWriter preserved meaning better, 79.0 vs 76.3 on our 0–100 similarity scale, though the confidence intervals overlap. On readability, Stealth Writer rated higher, 47.2 vs 45.7. Penalties this cycle: Stealth Writer −1.0, SupWriter None.