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October 2026 results: WriteHuman holds #1, StealthGPT jumps to #2. Read the analysis →
HumanizerBench

Head to head · October 2026 cycle

SupWriter vs WriteHuman

WriteHuman finished 12.1 points ahead of SupWriter in the October 2026 cycle, 74.89 to 62.75, ranking #1 against #11 in a field of 14. WriteHuman scored higher on 6 of 6 detectors and 6 of 6 writing categories. SupWriter came out ahead on meaning preservation (77.5 vs 60.0).

62.75 /100
overall score
#11 /14
rank ▼ 6
+12.14
WriteHuman leads →
Detectors
0 – 6
Categories
0 – 6
Components
1 – 3 (1 tie)
74.89 /100
overall score
#1 /14
rank -

30 prompts · Last tested · Methodology v1.3.0

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 38.8
50.0 88.8
Meaning preservation SupWriter by 17.5
77.5 60.0
Readability WriteHuman by 6.8
49.2 55.9
Consistency WriteHuman by 3.9
90.8 94.7
Penalties fewer is better Even
None None

Detector by detector

Share of each tool's outputs that a detector classified as human-written. WriteHuman took 6 of 6.

GPTZero WriteHuman by 90.6
8.9 99.5
Originality.ai WriteHuman by 44.5
55.5 100.0
Copyleaks WriteHuman by 15.1
78.2 93.3
Winston AI WriteHuman by 16.5
83.5 100.0
ZeroGPT WriteHuman by 15.6
73.9 89.5
Pangram WriteHuman by 50.3
0.0 50.3

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 Marketing Copy Discussion Board News Article Academic Essay: SupWriter 57.4 · WriteHuman 70.7 Application Essay: SupWriter 59.4 · WriteHuman 73.6 Blog Post: SupWriter 62.0 · WriteHuman 72.4 Marketing Copy: SupWriter 58.4 · WriteHuman 71.8 Discussion Board: SupWriter 57.6 · WriteHuman 71.9 News Article: SupWriter 64.4 · WriteHuman 77.9
SupWriter WriteHuman Outer ring = 100
Academic Essay 6 prompts WriteHuman by 13.3
57.4 70.7
Application Essay 6 prompts WriteHuman by 14.3
59.4 73.6
Blog Post 6 prompts WriteHuman by 10.4
62.0 72.4
Marketing Copy 6 prompts WriteHuman by 13.4
58.4 71.8
Discussion Board 3 prompts WriteHuman by 14.3
57.6 71.9
News Article 3 prompts WriteHuman by 13.5
64.4 77.9

Head-to-head history

Overall score in every cycle both tools were tested. WriteHuman has finished ahead in 2 of 2 shared cycles.

50 60 70 80 90 September 2026 October 2026 September 2026: WriteHuman 78.29 (#1) September 2026: SupWriter 72.80 (#5) October 2026: WriteHuman 74.89 (#1) October 2026: SupWriter 62.75 (#11) 62.8 74.9
SupWriter WriteHuman
Cycle SupWriter WriteHuman Margin
October 2026 62.75 #11 74.89 #1 → 12.1
September 2026 72.80 #5 78.29 #1 → 5.5

Where each one wins

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

SupWriter

1 win
  • Meaning preservation Score 77.5 vs 60.0

WriteHuman

15 wins
  • Bypass rate Score 88.8 vs 50.0
  • Readability Score 55.9 vs 49.2
  • Consistency Score 94.7 vs 90.8
  • GPTZero Detector 99.5 vs 8.9
  • Pangram Detector 50.3 vs 0.0
  • Originality.ai Detector 100.0 vs 55.5
  • Winston AI Detector 100.0 vs 83.5
  • ZeroGPT Detector 89.5 vs 73.9
  • Copyleaks Detector 93.3 vs 78.2
  • Application Essay Category 73.6 vs 59.4
  • and 5 more

Same prompt, both outputs

Both tools were given this AI-written passage in the October 2026 cycle. Below it is what each one returned. This prompt was picked by a fixed rule, not by how the tools scored.

Listicle Blog · Blog Post · written by gemini-3-8-flash · 453 words

# 10 Tips for Mechanical Keyboards for Typists

If you spend your days writing, coding, or just firing off endless emails, you know the struggle of mushy laptop keys. Upgrading to a mechanical keyboard is a total game-changer for your fingers, your speed, and let’s be honest—your desk aesthetic.

Ready to make the jump? Here are 10 quick tips to get the ultimate typing experience.

### 1. Embrace the Tactile Bump Skip the ultra-sensitive "linear" switches favored by twitchy gamers. Typists usually fall in love with **tactile switches** (like Cherry MX Browns or Gateron Pro Browns). They give you a satisfying little "bump" the moment the key registers, which trains your brain to stop bottoming out.

### 2. Think Twice About the "Click" Blue switches sound amazing in YouTube sound tests, but in real life? They are *loud*. If you share a home or work in an office, skip the clicky switches unless you actively want your coworkers to revolt.

### 3. Choose the Right Layout Full-sized boards take up a ton of real estate. Typists often thrive on a **75% or Tenkeyless (TKL)** board. They keep the essential arrow and navigation keys while letting your mouse sit closer to your body for better ergonomics.

### 4. PBT Keycaps Are Worth It Cheap keyboards come with ABS plastic caps that get shiny and greasy after a few months. Look for **PBT keycaps**. They have a textured, matte finish that feels premium and never wears down.

### 5. Get a Wrist Rest Mechanical keyboards sit higher off the desk than low-profile chiclet boards. A simple wooden or foam wrist rest will keep your hands at a neutral angle and save your wrists from strain.

### 6. Hunt for Hot-Swappable Boards Don’t know which switch you like best? Buy a **hot-swappable** keyboard. It lets you pop switches in and out with a tiny tool—no soldering iron required.

### 7. Try a Deeper Profile Keycaps come in different shapes, called profiles. Look into **OEM, Cherry, or sculpted profiles** that naturally cup your fingertips. It makes finding home row effortless.

### 8. Use a Desk Mat A giant mousepad or felt desk mat isn’t just for looks. It absorbs the low-end vibrations of your typing, making the board feel softer and sound way better.

### 9. Don’t Sleep on Low-Profile If high-profile mechanicals feel like too much of a leap from your MacBook, try a low-profile board (like the NuPhy Air series). You get the mechanical feel without the steep learning curve.

### 10. Learn to "Float" Typing on a mechanical keyboard requires a lighter touch. Practice gliding over the keys rather than mashing them into the desk. Your typing speed—and your joints—will thank you.

Happy typing!

Show the full input

455 words (input 453)

# 10 Typing Tips for Mechanical Keyboards

People whose days are spent typing, coding, or just sending a million emails know how the keys on the laptop get mushy. Switching to a mechanical keyboard is a game-changer for your hands and speed, and also your desk setup, let’s admit.

Prepared to take the leap? For the best possible experience for all your typing needs, here are 10 quick tips.

### Welcome the Tactile Bump

Avoid the ultra-sensitive “linear” switches preferred by jittery gamers. Tactile switches like Cherry MX Browns or Gateron Pro Browns are what most typists will adore. Once you register the key, they give you a little “bump” to train your brain not to bottom out.

### Be cautious before you click on anything.

In YouTube sound tests, blue switches sound fantastic, but in real life? They make a *racket*. If you have a shared living room or office, don't opt for clicky switches unless you want your colleagues to revolt.

### Pick the appropriate layout.

Full-sized boards use a lot of space. Typically, typists enjoy a board that is **75% or TKL** They retain the all-important arrow and navigational keys while enabling your mouse to sit closer to your body.

### PBT keycaps are definitely worth the money.

The keycaps on cheap keyboards made out of ABS plastic become shiny and greasy after a few months. Choose **PBT keycaps**. The matte feels great and has a high-quality feel that will never fade.

### Use a wrist rest for protection

Mechanical keyboards position themselves further from the surface than low-profile chiclet boards. A simple wrist rest made of wood or foam reduces strain on your wrists by keeping your hands at neutral angles.

### Look for boards with hot-swappable features.

Uncertain about your favorite switch? Invest in a **hot-swappable** keyboard. A tiny screw driver can pop switches in and out no soldering iron is required.

### Expand Your Profile Further

Different shapes, called profiles, are used for keycaps. Consider OEM, Cherry, or sculpted profiles that naturally curve to your fingertips. Locating the home row is easy.

### Try using a desk mat.

A large mousepad or felt desk mat isn’t just decorative. It takes in the low-end vibrations caused by your typing to make the board softer and sound better.

### Be mindful of low-profile modules.

If high-profile mechanicals seem too far from your MacBook, consider trying a low-profile board (just like the NuPhy Air series). You experience the mechanical touch without the steep required learning.

### Become good at floating.

Mechanical keyboards require a lighter touch when typing. Instead of smashing the keys down on the key desk, just glide over. Typing speed will be great along with joints.

Hope this helps!

Show the full output
  • GPTZero0.00caught
  • Pangram0.00caught
  • Winston AI0.70passed
  • ZeroGPT0.89passed
  • Copyleaks1.00passed
  • Originality.ai0.36caught

Passed 3 of 6 detectors.

Every SupWriter run in October 2026 →

409 words (input 453)

10 Insider Tips For Mechanical Keyboards For Writers

Are you a writer, coder, or email-a-holic and therefore subjected to typing on a laptop with mushy keys? Treat yourself and your coworkers to an improved desk aesthetic and your typing speed to a mechanical keyboard.

Now that you have your board, enhance your experience with these tips.

2. Steer Clear of Sensitivity

Skip “linear” switches. Liners are favorite amongst the gamer ghoulel and do not give the tactile feedback that is desired for typing. Cherry MX Browns are an example of switches that are desired for typing.

2. Now Consider Your Volume

Asides from sound tests on Youtube, when do people actually need to hear your keystrokes? Opt for switches like Cherry MX Reds, which are linear and therefore produce no clicky noise, if you have office mates.

3. Size DOES Matter

Why take up more space on your desk than necessary? You don’t need a full-sized keyboard. A 75% or TKL board suits most.

4. Go PBT

You get what you pay for. ABS keycaps are cheap and accordingly, create a cheap, shiny, greasy mess of a keyboard. Splurge for a keyboard with PBT keycaps.

5. Get a Wrist Rest

Because mechanical keyboards sit higher off the desk than other keyboards, a wrist rest can help keep your arms and hands in a more natural position, especially if you are using your keyboard for long periods of time.

6. Look for Hot-Swappable Keyboards

Not sure which switch you like the most? Buy a hot-swappable keyboard. With these keyboards you don’t even need to know how to solder to test out different switches.

7. Look for a More Natural Keyboard Profile

Keys are also made in different profiles, meaning they can be curved in different ways. Look for keyboards with a more natural profile for your hands and arms.

8. Pick up a Large Mouse Pad

A large mouse pad can help absorb the vibration from your keyboard and help muffle the sound your keyboard makes.

9. Check out Low-Profile Keyboards

If you find mechanical keyboards are still too different from your MacBook keyboard, you can check out a low-profile mechanical keyboard, like the NuPhy Air series.

10. Don't Touch that Keyboard!

To help reduce the strain on your hands and arms while improving your keyboard's actuation and sound, try gliding your fingertips across the keys rather than hitting them down.

Keep this in mind while using your mechanical keyboard!

Show the full output
  • GPTZero1.00passed
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.81passed
  • Copyleaks1.00passed
  • Originality.ai1.00passed

Passed 5 of 6 detectors.

Every WriteHuman run in October 2026 →

Each chip is one detector's score for that output, from 0 (AI) to 1 (human). A score of 0.50 or higher counts as a pass and shows green; below that the detector caught it and the chip shows red.

Questions people ask

Is SupWriter better than WriteHuman?

WriteHuman finished 12.1 points ahead of SupWriter in the October 2026 cycle, 74.89 to 62.75, ranking #1 against #11 in a field of 14. WriteHuman scored higher on 6 of 6 detectors and 6 of 6 writing categories. Both tools ran the same 30 prompts, scored by the same 6 detectors, under methodology v1.3.0; every input, output and verdict is published.

Which bypasses AI detectors better, SupWriter or WriteHuman?

WriteHuman posted the higher bypass rate, 88.8 vs 50.0, and scored higher on 6 of 6 detectors. WriteHuman led on GPTZero, Originality.ai, Copyleaks, Winston AI, ZeroGPT and Pangram.

Do SupWriter and WriteHuman keep the original meaning?

SupWriter preserved meaning better, 77.5 vs 60.0 on our 0–100 similarity scale. On readability, WriteHuman rated higher, 55.9 vs 49.2. Neither tool drew an output-quality penalty this cycle.