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

Head to head · October 2026 cycle

Stealth Writer vs StealthGPT

StealthGPT finished 8.5 points ahead of Stealth Writer in the October 2026 cycle, 74.50 to 65.98, ranking #2 against #8 in a field of 14. StealthGPT scored higher on 3 of 6 detectors and 6 of 6 writing categories. Stealth Writer came out ahead on ZeroGPT (90.7 vs 77.3), meaning preservation (71.6 vs 61.8) and Winston AI (99.4 vs 90.4).

65.98 /100
overall score
#8 /14
rank ▼ 6
+8.52
StealthGPT leads →
Detectors
3 – 3
Categories
0 – 6
Components
2 – 2 (1 tie)
74.50 /100
overall score
#2 /14
rank ▲ 7

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 StealthGPT by 16.9
71.3 88.1
Meaning preservation Stealth Writer by 9.8
71.6 61.8
Readability StealthGPT by 30.8
41.8 72.6
Consistency Stealth Writer by 3.8
94.6 90.9
Penalties fewer is better Even
−3.0 −3.0

Detector by detector

Share of each tool's outputs that a detector classified as human-written. Split 3–3.

GPTZero StealthGPT by 53.9
40.9 94.8
Originality.ai Stealth Writer by 3.7
99.9 96.3
Copyleaks StealthGPT by 3.3
96.7 100.0
Winston AI Stealth Writer by 9.0
99.4 90.4
ZeroGPT Stealth Writer by 13.3
90.7 77.3
Pangram StealthGPT by 69.9
0.0 69.9

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 Marketing Copy Discussion Board News Article Academic Essay: Stealth Writer 66.8 · StealthGPT 73.6 Application Essay: Stealth Writer 66.1 · StealthGPT 73.4 Blog Post: Stealth Writer 68.3 · StealthGPT 70.4 Marketing Copy: Stealth Writer 57.4 · StealthGPT 69.7 Discussion Board: Stealth Writer 54.2 · StealthGPT 57.2 News Article: Stealth Writer 55.4 · StealthGPT 84.0
Stealth Writer StealthGPT Outer ring = 100
Academic Essay 6 prompts StealthGPT by 6.8
66.8 73.6
Application Essay 6 prompts StealthGPT by 7.3
66.1 73.4
Blog Post 6 prompts StealthGPT by 2.1
68.3 70.4
Marketing Copy 6 prompts StealthGPT by 12.4
57.4 69.7
Discussion Board 3 prompts StealthGPT by 3.0
54.2 57.2
News Article 3 prompts StealthGPT by 28.6
55.4 84.0

Head-to-head history

Overall score in every cycle both tools were tested. Stealth Writer has finished ahead in 4 of 5 shared cycles.

40 50 60 70 80 90 June 2026 July 2026 August 2026 September 2026 October 2026 June 2026: StealthGPT 71.47 (#7) June 2026: Stealth Writer 84.47 (#1) July 2026: StealthGPT 61.52 (#8) July 2026: Stealth Writer 68.07 (#4) August 2026: StealthGPT 45.55 (#12) August 2026: Stealth Writer 69.83 (#3) September 2026: StealthGPT 65.10 (#9) September 2026: Stealth Writer 75.39 (#2) October 2026: StealthGPT 74.50 (#2) October 2026: Stealth Writer 65.98 (#8) 66.0 74.5
Stealth Writer StealthGPT
Cycle Stealth Writer StealthGPT Margin
October 2026 65.98 #8 74.50 #2 → 8.5
September 2026 75.39 #2 65.10 #9 ← 10.3
August 2026 69.83 #3 45.55 #12 ← 24.3
July 2026 68.07 #4 61.52 #8 ← 6.5
June 2026 84.47 #1 71.47 #7 ← 13.0

Where each one wins

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

Stealth Writer

5 wins
  • Meaning preservation Score 71.6 vs 61.8
  • Consistency Score 94.6 vs 90.9
  • ZeroGPT Detector 90.7 vs 77.3
  • Winston AI Detector 99.4 vs 90.4
  • Originality.ai Detector 99.9 vs 96.3

StealthGPT

11 wins
  • Readability Score 72.6 vs 41.8
  • Bypass rate Score 88.1 vs 71.3
  • Pangram Detector 69.9 vs 0.0
  • GPTZero Detector 94.8 vs 40.9
  • Copyleaks Detector 100.0 vs 96.7
  • News Article Category 84.0 vs 55.4
  • Marketing Copy Category 69.7 vs 57.4
  • Application Essay Category 73.4 vs 66.1
  • Academic Essay Category 73.6 vs 66.8
  • Discussion Board Category 57.2 vs 54.2
  • and 1 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

515 words (input 453)

These are the top 10 mechanical keyboard tips for typists.Below, I list the top 10 mechanical keyboard tips for typists.

If you spend your day writing, coding, or simply sending out legions of emails, you've experienced what it feels like to have a mushy laptop key. Fingers, type speed and as I would say, desk styling, are all impacted from a mode with a mechanical keyboard.

Preparing to make the change? These 10 quick tips will help you achieve the ultimate typing experience.

### 1. Don't fear the Tactile Bump! Avoid the 'twitchy' gamers' preference of 'linux' switches. Cherry MX Browns or Gateron Pro Browns are called tactile switches and they are generally the expert choice for typists. They deliver a subtle “bump” whenever the key is detected which helps to teach the brain to move past the bottom.

### 2. Think Twice About the "Click". The blue switches sound phenomenal in YouTube sound tests… in real life? They are *loud*. Unless you intend to encourage co-worker uprisings, don't use clicky switches if this is the setting you work or live in.

### 3. Choose the Right Layout You can't neglect how much space full-sized boards use. A 75% or Tenkeyless (TKL) keyboard is great for typists. They maintain the vital arrow and direction keys while providing your mouse to be nearer your torso, which is far more ergonomic.

### 4. PBT Keycaps, Is It Worth It? Low cost keyboards usually have ABS plastic keys which become shiny and greasy after months. Keep an eye out for PBT keycaps. These are textured and matte, and feel like a higher quality product, and they do not wear down!

### 5. Get a Wrist Rest Mechanical keyboards have a higher profile than low Profile Chiclet keyboards. Use a simple wooden or foam wrist rest that will keep your hands at a level angle and prevent wrist strain.

### 6. To locate Hot-Swappable Boards. Not sure about switch you like best? Purchase a hot swappable keyboard. It provides switch-action capability and requires a no soldering iron switch popping tool to pop switches in and out.

### 7. Get in touch with a Deeper Profile There are different shapes (known as profiles) of keycaps. Consider OEM, Cherry or sculpted profiles which conform your fingertips naturally. Helps to locate home row very easily.

### 8. Use a Desk Mat They're more than just a large mousepad or a felt desk mat. This will take in some of the low end vibrations that your typing produces, making the typing surface feel softer, and sound much better.

### 9. Detect and record data on the most inconspicuous pages of the site. If high profile mechanicals seem like way too much of a jump from your MacBook, check out one that's low profile (such as from NuPhy with the Air series). Mechanical feel in a much less steep learning curve.

### 10. Learn to "Float" Mechanical keyboards are not as heavy to type on. Do not "mash" the keys, glide over them instead. This will save your joints and typing speed.

Happy typing!

Show the full output
  • GPTZero0.97passed
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.83passed
  • Copyleaks1.00passed
  • Originality.ai1.00passed

Passed 5 of 6 detectors.

Every Stealth Writer run in October 2026 →

517 words (input 453)

Mechanical keyboards are the way to go if you write for a living. After all, you're interacting with them for hours on end. We've tested dozens of the best mechanical keyboards for writers and coders over the past few years. Along the way we've noticed some tips and tricks for mechanical keyboards that are best suited to writers. Here's what you need to know before you start typing away on your new board.

Tips for Mechanical Keyboards for Typists

Embrace the Tactile Bump Gamers love "linear" switches that are extra-twitchy and sensitive to the slightest tap. Writers, on the other hand, should embrace the "bump" of tactile switches like the Cherry MX Browns and Gateron Pro Browns. It indicates to your fingertip when the keystroke has been registered, helping prevent bottoming out the keys.

Don't "Click" All Day Yes, those "clicky" blue switches sound amazing in YouTube videos. But you may not love typing on them all day, nor will any office-mates or house-mates that could potentially be interrupted.

Choose the Right Layout Full-sized boards can take up a ton of desk real estate. Instead, consider a 75% board, or even a larger Tenkeyless (aka TKL) keyboard, both of which still have arrow keys and a navi cluster. This allows you to bring your mouse closer to your body, improving your typing and mousing ergonomics.

PBT Keycaps Are Worth It Plastic ABS keycaps get shiny and grossly greasy-feeling after just a couple months. Spend a little more and get PBT caps that are matte and textured. They're more resistant to wearing out.

Get a Wrist Rest Mechanicals are taller than the chiclet keyboard found on your laptop. That means your wrists will be elevated unless you invest in a wrist rest. Try one made from foam or even better: a nice, solid piece of wood. You want to keep your wrist as straight and neutral as possible.

Hunt for Hot-Swappable Boards Nothing says experimentation like a hot-swappable board! You can switch out key switches as you please using nothing more than a tiny tool that comes in the box. No soldering iron required!

Try a Deeper Profile If you're coming from typing on a MacBook and want an easier transition, try a low-profile mech board like the NuPhy Air series. Otherwise, look for OEM or Cherry profile keycaps. These are sculpted in a way that cradles the tips of your fingers to help you more easily find the home row.

Use a Desk Mat Mechanical boards are prone to transferring vibrations to your desk. To reduce this, place it atop a large mousepad or a felt desk mat. Not only does it make for a more pleasant typing experience, the board itself sounds softer.

Bonus Tip: Float, Don't Slam! Mechanical boards invite you to bottom-out those keys, but it's not healthy for your joints and limits your speed. Keep your touch feather-light. Learn to float your fingertips on top of the keyboard, barely brushing them to send off those keystrokes. It'll take some getting used to, but the faster and healthier typing experience will be worth it.

Show the full output
  • GPTZero1.00passed
  • Pangram1.00passed
  • Winston AI1.00passed
  • ZeroGPT0.77passed
  • Copyleaks1.00passed
  • Originality.ai1.00passed

Passed 6 of 6 detectors.

Every StealthGPT 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 Stealth Writer better than StealthGPT?

StealthGPT finished 8.5 points ahead of Stealth Writer in the October 2026 cycle, 74.50 to 65.98, ranking #2 against #8 in a field of 14. StealthGPT scored higher on 3 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, Stealth Writer or StealthGPT?

StealthGPT posted the higher bypass rate, 88.1 vs 71.3, and scored higher on 3 of 6 detectors. Stealth Writer led on Originality.ai, Winston AI and ZeroGPT; StealthGPT led on GPTZero, Copyleaks and Pangram.

Do Stealth Writer and StealthGPT keep the original meaning?

Stealth Writer preserved meaning better, 71.6 vs 61.8 on our 0–100 similarity scale. On readability, StealthGPT rated higher, 72.6 vs 41.8. Penalties this cycle: Stealth Writer −3.0, StealthGPT −3.0.