Head to head · October 2026 cycle
AI Humanize io vs WriteHuman
WriteHuman finished 6.7 points ahead of AI Humanize io in the October 2026 cycle, 74.89 to 68.24, ranking #1 against #6 in a field of 14. WriteHuman scored higher on 6 of 6 detectors and 6 of 6 writing categories. AI Humanize io came out ahead on meaning preservation (68.6 vs 60.0) and readability (56.9 vs 55.9).
- Detectors
- 0 – 6
- Categories
- 0 – 6
- Components
- 2 – 2 (1 tie)
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 →
Detector by detector
Share of each tool's outputs that a detector classified as human-written. WriteHuman took 6 of 6.
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 →
Head-to-head history
Overall score in every cycle both tools were tested. WriteHuman has finished ahead in 5 of 5 shared cycles.
| Cycle | AI Humanize io | WriteHuman | Margin |
|---|---|---|---|
| October 2026 | 68.24 #6 | 74.89 #1 | → 6.7 |
| September 2026 | 72.94 #4 | 78.29 #1 | → 5.4 |
| August 2026 | 64.57 #6 | 76.69 #1 | → 12.1 |
| July 2026 | 59.66 #10 | 73.07 #1 | → 13.4 |
| June 2026 | 72.95 #6 | 83.59 #2 | → 10.6 |
Where each one wins
Every measure above that one tool won outright, largest margin first within each group.
AI Humanize io
2 wins- Meaning preservation Score 68.6 vs 60.0
- Readability Score 56.9 vs 55.9
WriteHuman
14 wins- Bypass rate Score 88.8 vs 66.5
- Consistency Score 94.7 vs 92.6
- Pangram Detector 50.3 vs 0.0
- GPTZero Detector 99.5 vs 70.0
- Copyleaks Detector 93.3 vs 73.6
- ZeroGPT Detector 89.5 vs 75.4
- Winston AI Detector 100.0 vs 89.9
- Originality.ai Detector 100.0 vs 90.2
- News Article Category 77.9 vs 60.4
- Application Essay Category 73.6 vs 63.0
- and 4 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.
AI-written input
Every tool on this prompt →Listicle Blog · Blog Post · written by claude-sonnet-5-5 · 408 words
# 10 Tips for Mechanical Keyboards for Typists
If you type all day, your keyboard isn't just a tool. It's basically your best coworker. Here are ten tips to help you pick and enjoy a mechanical keyboard that actually works for you.
**1. Get to know your switches.** Switches are the heart of the keyboard. Linear ones (like Reds) are smooth and quiet, tactile ones (like Browns) give a little bump, and clicky ones (like Blues) sound like a tiny typewriter. Try before you buy if you can.
**2. Don't ignore actuation force.** Lighter switches need less pressure, which can reduce finger fatigue during long sessions. Heavier ones can help if you tend to mistype.
**3. Pick the right size.** Full-size boards have a number pad, while tenkeyless (TKL) and 75% layouts free up desk space. If you don't enter numbers much, going compact can improve your posture by keeping your mouse closer.
**4. Think about your office.** Clicky switches are satisfying, but your coworkers may disagree. If you share a space, go with quieter switches or add O-rings and foam dampening.
**5. Use a wrist rest.** Keeping your wrists neutral matters over thousands of keystrokes. A comfy padded rest can make a real difference.
**6. Consider keycap profile and material.** PBT keycaps resist shine and feel nicely textured, while ABS ones are smoother but wear faster. Low-profile caps may feel better if you're coming from a laptop.
**7. Try a split or ergonomic layout.** It looks weird at first, but splitting the keyboard lets your shoulders relax. Give yourself a couple of weeks to adjust.
**8. Look for hot-swappable sockets.** These let you swap switches without soldering. If you buy the wrong ones, you're not stuck. You can experiment freely.
**9. Keep it clean.** Crumbs, dust, and mystery gunk build up fast. Pop off the keycaps every few months, brush out the debris, and wipe things down.
**10. Customize your layout.** Many mechanical boards support programmable keys and macros. Remap rarely used keys to shortcuts you actually use, like copy, paste, or your most-typed phrases.
## Final Thoughts
The best mechanical keyboard is the one that feels good to *you*. Don't get too caught up in the hype or the endless forum debates. Start with a solid, affordable board, figure out what you like, and tweak from there. Your fingers will thank you, and you might even find yourself looking for excuses to type more.
Happy typing!
Show the full input Show less
395 words (input 408)
# 10 Suggestions for Mechanical Keyboards for Typists
If typing is your daily routine, then your keyboard can be likened to that best coworker of yours. Below are ten suggestions to help you find an ideal mechanical keyboard that would work well for you.
**1. Familiarize yourself with the switches.** The switches are at the core of the keyboard. There are linear switches (Reds) that are soft and silent, tactile switches (Browns) that give a slight bump, and clicky switches (Blues) that sound like a typewriter. Therefore, it is crucial to try out different switches before purchase.
**2. Do not forget about actuation force.** A lighter switch needs less force to actuate, which therefore decreases finger fatigue after lengthy typing sessions. On the contrary, a heavier switch could suit those who tend to mistype.
**3. Choose the correct size.** Full-size keyboards have numeric keypads, while tenkeyless (TKL) and 75% keyboards do not have them. If you do not type numbers a lot, smaller keyboards bring the mouse closer to you, which positively impacts your posture.
**4. Think about your workplace.** Clicky switches produce satisfying clicks, however, the same sound could disturb your coworkers. Therefore, if you work with a team, you should choose a quieter switch or use O-rings and foam dampening.
**5. Use a wrist rest.** During typing sessions, you should keep your wrists straight. An ergonomic wrist rest can definitely help you with this.
**6. Think about the material and profile of the keycap.** Keycaps made of PBT are more resistant to shine and are slightly textured, while ABS keycaps are much smoother but deteriorate quickly. In addition to that, low-profile caps may be more comfortable in use for those who switch from laptop keyboard.
**7. Think of an ergonomic or split layout.** Although it looks weird, splitting the keyboard allows relaxing the shoulders. It may take a couple of weeks to adjust to the new layout.
**8. Look for hot-swappable sockets.** Having such sockets enables changing switches without soldering. If you make a wrong choice, you can try something else.
**9. Keep it clean.** Crumbs, dust, and other dirt accumulate very quickly. Therefore, you should remove keycaps several times a year, take dust out, and wipe the surface.
**10. Customize your layout.** A lot of mechanical keyboards have programmable keys and macros. The remapping is essential if you want to ease typing.
Show the full output Show less
- GPTZero0.98passed
- Pangram0.00caught
- Winston AI0.81passed
- ZeroGPT0.35caught
- Copyleaks1.00passed
- Originality.ai0.87passed
Passed 4 of 6 detectors.
Every AI Humanize io run in October 2026 →289 words (input 408)
10 Mechanical Keyboard Tips For People That Type A Lot
A quality keyboard is essential for a person that types a lot. Here are ten mechanical keyboard tips to improve your typing experience.
1. You will need to get used to the switches. The three main switch types are linear, tactile and clicky switches. 2. Actuation force is the other important factor that determines how easy it is to press a switch. 3. If you want a compact keyboard, go with a TKL board. 4. Consider your workplace. If you work alone, a keyboard with clicky switches is a good option. 5. A good quality wrist rest will help improve your posture. 6. Thicker profile keycaps are a good option.
These 6 tips should help you on your mechanical keyboard journey.
7. Consider a split or ergonomic layout. Many people report that this layout style relieved stress in their shoulders and arms. It may take a couple weeks to fully adjust to this style.
8. Look for keyboards with hot-swappable sockets. These allow for easier switch replacement. If you buy a keyboard and the switches are not to your liking, you can simply change them.
9. Try to keep your keyboard free of debris. A buildup of dirt and crumbs can eventually impede the functionality of your keyboard.
10. Consider modifying your keyboard. Some mechanical keyboards allow you to change the functionality of keys to be more convenient for you.
Note that the advice in this document is mostly geared toward helping you find switches and boards that you may like. Once you've purchased a solid, mechanical keyboard, you can begin to modify to your heart's content and truly hone in on the layout and switches that you prefer!
Show the full output Show less
- GPTZero1.00passed
- Pangram1.00passed
- Winston AI1.00passed
- ZeroGPT0.84passed
- Copyleaks1.00passed
- Originality.ai1.00passed
Passed 6 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 AI Humanize io better than WriteHuman?
WriteHuman finished 6.7 points ahead of AI Humanize io in the October 2026 cycle, 74.89 to 68.24, ranking #1 against #6 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, AI Humanize io or WriteHuman?
WriteHuman posted the higher bypass rate, 88.8 vs 66.5, and scored higher on 6 of 6 detectors. WriteHuman led on GPTZero, Originality.ai, Copyleaks, Winston AI, ZeroGPT and Pangram.
Do AI Humanize io and WriteHuman keep the original meaning?
AI Humanize io preserved meaning better, 68.6 vs 60.0 on our 0–100 similarity scale. On readability, AI Humanize io rated higher, 56.9 vs 55.9. Neither tool drew an output-quality penalty this cycle.