Skip to content
November 2026 results: WriteHuman first, Phrasly climbs to fifth. Read the analysis →
HumanizerBench

Head to head · November 2026 cycle

HIX Bypass vs Ryne AI

Ryne AI finished 3.8 points ahead of HIX Bypass in the November 2026 cycle, 61.24 to 57.47, ranking #8 against #14 in a field of 16. Ryne AI scored higher on 3 of 6 detectors and 4 of 6 writing categories. HIX Bypass came out ahead on GPTZero (56.9 vs 10.6), readability (68.1 vs 47.3) and Copyleaks (91.8 vs 83.0).

57.47 /100
overall score
#14 /16
rank ▼ 5
+3.77
Ryne AI leads →
Detectors
2 – 3 (1 tie)
Categories
2 – 4
Components
2 – 2 (1 tie)
61.24 /100
overall score
#8 /16
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 HIX Bypass by 7.4
53.4 45.9
Meaning preservation Even
77.1 77.1
Readability HIX Bypass by 20.8
68.1 47.3
Consistency Ryne AI by 2.3
94.9 97.2
Penalties fewer is better Ryne AI by 10.0
−10.0 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. Ryne AI took 3 of 6, with 1 tied.

GPTZero HIX Bypass by 46.3
56.9 10.6
Originality.ai Ryne AI by 4.4
5.0 9.3
Copyleaks HIX Bypass by 8.7
91.8 83.0
Winston AI Ryne AI by 2.0
94.7 96.6
ZeroGPT Ryne AI by 4.0
72.0 75.9
Pangram Even
0.0 0.0

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: HIX Bypass 51.9 · Ryne AI 57.0 Application Essay: HIX Bypass 61.9 · Ryne AI 57.6 Blog Post: HIX Bypass 60.5 · Ryne AI 55.5 Marketing Copy: HIX Bypass 58.0 · Ryne AI 59.6 Discussion Board: HIX Bypass 36.1 · Ryne AI 60.5 News Article: HIX Bypass 36.7 · Ryne AI 52.5
HIX Bypass Ryne AI Outer ring = 100
Academic Essay 6 prompts Ryne AI by 5.2
51.9 57.0
Application Essay 6 prompts HIX Bypass by 4.3
61.9 57.6
Blog Post 6 prompts HIX Bypass by 5.0
60.5 55.5
Marketing Copy 6 prompts Ryne AI by 1.6
58.0 59.6
Discussion Board 3 prompts Ryne AI by 24.4
36.1 60.5
News Article 3 prompts Ryne AI by 15.8
36.7 52.5

Where each one wins

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

HIX Bypass

6 wins
  • Readability Score 68.1 vs 47.3
  • Bypass rate Score 53.4 vs 45.9
  • GPTZero Detector 56.9 vs 10.6
  • Copyleaks Detector 91.8 vs 83.0
  • Blog Post Category 60.5 vs 55.5
  • Application Essay Category 61.9 vs 57.6

Ryne AI

9 wins
  • Penalties Score None vs −10.0
  • Consistency Score 97.2 vs 94.9
  • Originality.ai Detector 9.3 vs 5.0
  • ZeroGPT Detector 75.9 vs 72.0
  • Winston AI Detector 96.6 vs 94.7
  • Discussion Board Category 60.5 vs 36.1
  • News Article Category 52.5 vs 36.7
  • Academic Essay Category 57.0 vs 51.9
  • Marketing Copy Category 59.6 vs 58.0

Same prompt, both outputs

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

Landing Copy · Marketing Copy · written by gpt-6-sol · 297 words

# Make every keystroke feel right

You spend hours at your keyboard. It should feel as good at the end of the day as it did at the start.

**Keyform** helps typists find a mechanical keyboard setup that fits the way they work. Tell us what you like, what bothers you, and how you use your keyboard. We’ll help you compare switches, layouts, and keycaps without getting lost in forums or spec sheets.

## Find your feel

Love a light touch? Prefer a firm, satisfying press? Keyform turns your preferences into clear recommendations, so you can spend less time guessing and more time writing. Explore options by sound, feel, and layout, then save your favorites in one place.

## Fine-tune your setup

A great keyboard is personal. Use Keyform to plan your build, track the parts you’re considering, and see how each choice fits together. Whether you’re buying your first mechanical keyboard or refining your tenth, you’ll have a simpler way to make confident decisions.

## Stay focused on the words

Your keyboard shouldn’t interrupt your flow. Keyform helps you think through the details that matter to you: a layout that suits your desk, switches that suit your hands, and a sound you can live with all day. No gatekeeping. No endless tabs. Just a better path to a keyboard you’ll want to use.

**Find a setup that keeps up with your thoughts.**

Start with a few quick questions and get a shortlist built around your preferences. Come back whenever your needs change, compare new ideas, and keep your next upgrade organized from first thought to final choice.

Because the right keyboard doesn’t write for you. It makes sitting down to write feel a little easier, day after day.

**Find your keyboard fit with Keyform.**

[Get started]

Show the full input

438 words (input 297)

Make every keystroke feel right

As you type for hours each day, your keyboard should still look great and function properly when you finish using it.

Keyform will assist typists in finding the best mechanical keyboard for their specific working style. Let us know what features are most important to you, what issues you experience with keyboards, and what type of work you perform on your keyboard. We will then provide you with options for comparing switches, layouts, and keycaps, while saving you from being overwhelmed by forum discussions or technical specifications.

Find your feel

Like a softer feel? Do you want to use more force when pressing the keys? Keyform will make recommendations based upon what you prefer so that you may have less guesswork while writing. You can look at different types of keyboards based on how they sound, how they feel, and how the keys are arranged, and then save those you like best in a single location.

Fine-tune your setup

A good keyboard is a very individual thing. When using Keyform, you can begin to design the layout of the keyboard that you wish to create; track all of the different components that you are thinking about purchasing for the creation of the keyboard; and then see how well those component choices work together. No matter if this is the first mechanical keyboard that you will ever purchase or if this is the 10th mechanical keyboard that you will have designed, you will find it much easier to make informed decisions regarding what parts to use in order to achieve the results that you desire.

Stay focused on the words

Your keyboard should be a natural extension of yourself. With Keyform, you can find the right keyboard for you by considering what matters most to you: layout, switch type, and sound. There are no restrictions on the types of keyboards available, nor do you need to spend hours searching through dozens of websites. Instead, with Keyform, you have a simple and direct route to finding a keyboard you will enjoy using every single day.

Find a setup that keeps up with your thoughts.

Start by answering some simple questions and create a short list of options based on what you want. You can come back at any time when your needs have changed, look into different possibilities, and manage the whole process of upgrading your next device from the very initial idea through to the final decision.

A correct keyboard will never do the writing for you. However, it can make writing everyday a bit easier.

Find your keyboard fit with Keyform.

[Get started]

Show the full output
  • GPTZero1.00passed
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.74passed
  • Copyleaks1.00passed
  • Originality.ai0.06caught

Passed 4 of 6 detectors.

Every HIX Bypass run in November 2026 →

325 words (input 297)

# Ensure each keystroke feels just right.

Students spend hours at their keyboards. Your garment should feel as pleasant to wear at the end of the day as at the start.

With Keyform, typists can find a mechanical keyboard setup that suits their work style. Share with us what you like, what annoys you and how you use a keyboard. We will take you through switch, layout and keycap comparisons without overwhelming you with forum jargon or specs.

## Discover What you Like

Enjoy a gentle touch? Do you enjoy a firm pressure? Keyform provides clear recommendations specific to your preferences, helping you spend less time guessing and more time writing. Look through alternative by sound, feel, and arrangement, and then save them in one place.

## Adjust your configuration.

A fantastic keyboard is personal. Employ Keyform to arrange your construction project. Monitor your collection of components. Determine how all the items work together. Whether you’re buying your first or perfecting your tenth mechanical keyboard, you’ll have an easier time making confident choices.

## Keep your focus on the words.

The use of your keyboard shouldn’t break your flow. Keyform ensures that you can establish the details that matter to you. The layout that suits your desk, the switches that suit your hands, and the sound that you can tolerate all day. Do not gatekeep. No eternal tabs. There is a better way to a keyboard you will use.

**Discover a configuration to accompany your thoughts.**

Answer a few simple questions and get a shortlist tailored to your requirements. Whether you’re running out of space in your home or starting to furnish a new place, come back any time your needs change compare new ideas, and keep your next upgrade organized from first thought to final choice.

A keyboard helps humans operate a computer. Sitting down to write is gradually becoming easier day after day.

**Keyform assists in finding your keyboard fit.**

Begin your journey

Show the full output
  • GPTZero0.00caught
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.60passed
  • Copyleaks1.00passed
  • Originality.ai0.07caught

Passed 3 of 6 detectors.

Every Ryne AI run in November 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 HIX Bypass better than Ryne AI?

Ryne AI finished 3.8 points ahead of HIX Bypass in the November 2026 cycle, 61.24 to 57.47, ranking #8 against #14 in a field of 16. Ryne AI scored higher on 3 of 6 detectors and 4 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, HIX Bypass or Ryne AI?

HIX Bypass posted the higher bypass rate, 53.4 vs 45.9, and scored higher on 2 of 6 detectors. HIX Bypass led on GPTZero and Copyleaks; Ryne AI led on Originality.ai, Winston AI and ZeroGPT.

Do HIX Bypass and Ryne AI keep the original meaning?

Both scored 77.1 on our 0–100 meaning-preservation scale. On readability, HIX Bypass rated higher, 68.1 vs 47.3. Penalties this cycle: HIX Bypass −10.0, Ryne AI None.