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

Head to head · October 2026 cycle

Clever AI Humanizer vs HIX Bypass

Clever AI Humanizer finished 3.9 points ahead of HIX Bypass in the October 2026 cycle, 69.02 to 65.14, ranking #4 against #9 in a field of 14. Clever AI Humanizer scored higher on 5 of 6 detectors and 4 of 6 writing categories. HIX Bypass came out ahead on penalties (None vs −4.0), discussion board prompts (58.9 vs 39.5) and meaning preservation (78.9 vs 59.5).

69.02 /100
overall score
#4 /14
rank -
+3.88
← Clever AI Humanizer leads
Detectors
5 – 1
Categories
4 – 2
Components
3 – 2
65.14 /100
overall score
#9 /14
rank ▼ 6

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 Clever AI Humanizer by 23.2
80.1 56.8
Meaning preservation HIX Bypass by 19.4
59.5 78.9
Readability Clever AI Humanizer by 26.4
68.6 42.2
Consistency Clever AI Humanizer by 0.9
93.6 92.8
Penalties fewer is better HIX Bypass by 4.0
−4.0 None

Detector by detector

Share of each tool's outputs that a detector classified as human-written. Clever AI Humanizer took 5 of 6.

GPTZero Clever AI Humanizer by 80.0
91.4 11.4
Originality.ai Clever AI Humanizer by 19.6
97.1 77.5
Copyleaks Clever AI Humanizer by 15.0
96.7 81.7
Winston AI HIX Bypass by 3.2
91.8 94.9
ZeroGPT Clever AI Humanizer by 1.6
76.9 75.4
Pangram Clever AI Humanizer by 26.5
26.5 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: Clever AI Humanizer 65.5 · HIX Bypass 62.4 Application Essay: Clever AI Humanizer 70.9 · HIX Bypass 61.2 Blog Post: Clever AI Humanizer 62.7 · HIX Bypass 62.9 Marketing Copy: Clever AI Humanizer 72.0 · HIX Bypass 60.7 Discussion Board: Clever AI Humanizer 39.5 · HIX Bypass 58.9 News Article: Clever AI Humanizer 73.1 · HIX Bypass 67.4
Clever AI Humanizer HIX Bypass Outer ring = 100
Academic Essay 6 prompts Clever AI Humanizer by 3.1
65.5 62.4
Application Essay 6 prompts Clever AI Humanizer by 9.7
70.9 61.2
Blog Post 6 prompts HIX Bypass by 0.2
62.7 62.9
Marketing Copy 6 prompts Clever AI Humanizer by 11.3
72.0 60.7
Discussion Board 3 prompts HIX Bypass by 19.4
39.5 58.9
News Article 3 prompts Clever AI Humanizer by 5.7
73.1 67.4

Where each one wins

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

Clever AI Humanizer

12 wins
  • Readability Score 68.6 vs 42.2
  • Bypass rate Score 80.1 vs 56.8
  • Consistency Score 93.6 vs 92.8
  • GPTZero Detector 91.4 vs 11.4
  • Pangram Detector 26.5 vs 0.0
  • Originality.ai Detector 97.1 vs 77.5
  • Copyleaks Detector 96.7 vs 81.7
  • ZeroGPT Detector 76.9 vs 75.4
  • Marketing Copy Category 72.0 vs 60.7
  • Application Essay Category 70.9 vs 61.2
  • and 2 more

HIX Bypass

5 wins
  • Penalties Score None vs −4.0
  • Meaning preservation Score 78.9 vs 59.5
  • Winston AI Detector 94.9 vs 91.8
  • Discussion Board Category 58.9 vs 39.5
  • Blog Post Category 62.9 vs 62.7

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.

Cover Letter · Application Essay · written by claude-sonnet-5-5 · 414 words

Dear Hiring Team,

I'm writing to apply for the freelance documentary editor position. With eight years of experience shaping nonfiction stories for broadcast, streaming, and festival audiences, I bring both technical precision and a strong narrative instinct to every project I touch.

My career began as an assistant editor on a feature-length documentary about coastal communities facing displacement. Working alongside the director, I logged more than 200 hours of footage and helped build the assembly cut that ultimately secured additional funding. That experience taught me what I still believe today: great documentary editing is about finding the story that already exists in the material, then having the discipline to let it breathe.

Since then, I've edited projects ranging from 8-minute web shorts to a 90-minute feature that premiered at a regional film festival. I'm fluent in Adobe Premiere Pro and DaVinci Resolve, and I'm comfortable with Avid Media Composer when a project demands it. I also handle my own basic color correction, audio cleanup, and motion graphics, which helps keep budgets lean and timelines tight. For archival-heavy projects, I'm experienced in organizing large media libraries, tracking licensing requirements, and working with mixed formats and frame rates without compromising quality.

What I value most in this work is collaboration. I've learned that every director has a different relationship with their footage, and my job is to listen closely before I make a single cut. I provide clear, organized review cuts, welcome candid feedback, and communicate proactively when I see structural problems or opportunities. Producers have told me they appreciate that I meet deadlines and flag issues early rather than late.

Recently, I edited a short documentary profiling a third-generation bakery owner for a nonprofit client. The raw interviews were scattered and emotionally uneven. By restructuring the film around a single morning of work, I created a quiet, intimate piece that was later selected for two festivals and drove a measurable increase in the client's donations.

As a freelancer, I'm accustomed to working remotely and adapting quickly to new teams, workflows, and creative visions. I maintain a reliable editing setup with secure backup systems, and I'm happy to work within your preferred file-sharing and review platforms.

I would welcome the chance to discuss how my skills could support your upcoming projects. My portfolio and reel are available at the link below, and I'm happy to provide references upon request. Thank you for your time and consideration.

Sincerely, [Your Name] [Phone Number] | [Email Address] [Portfolio Link]

Show the full input

530 words (input 414)

I am writing to you to apply for the position of freelance documentary editor. Over the past eight years, I have been working in the documentary field, editing content for traditional broadcasters and online sources. I have developed my skills in documentary editing and storytelling to be able to work with different types of content and genres.

I started my documentary editing career as an assistant editor on a feature-length documentary about coastal climate communities. We spent more than 200 hours editing material, and I managed to help the director to assemble the film’s first cut, which eventually raised additional funds for post-production. Since then, I have edited various documentary projects, from online 8-minute videos to a 90-minute feature film premiered in the local film festival.

I have strong technical skills in documentary editing software such as Adobe Premiere Pro and DaVinci Resolve. I also have some experience working in Avid Media Composer. Being a skilled editor also means being able to do amateur color correction, sound design, and motion graphics to deliver a finished product. I usually manage to find the right balance between the technical perfection of the editing and its artistic flaws, leaving the material as authentic as possible while telling a compelling story. If the task requires me to work with archival footage, I can organize media libraries, collect necessary materials, and follow all legal and technical standards for different types of footage and frame rates.

I believe that documentary editing is a collaborative craft, which means that I am always looking for the best possible way to serve the director’s vision. In my experience, every director has a unique approach to editing, so I always try to understand their workflow and contribute to the project accordingly. I offer linear review cuts to my directors and am open to their feedback, revisions, and suggestions. My colleagues in documentary filmmaking have mentioned that they can always count on me to deliver the cut on time and within the budget while helping to find the main issues in the cut.

When I recently edited a short documentary for a nonprofit organization, the initial rough cut was full of unnecessary repetitions and showcased characters that were totally uninvolved with the main subject. However, by rewatching the raw footage, I managed to identify a particular morning workflow that could serve as a strong narrative spine for the film. In the end, the film was shortlisted in two documentary film festivals and helped the nonprofit organization to raise significantly more donations than planned.

Since most of my editing experience has been freelance, I can work remotely and am constantly looking for new collaborators. I have a reliable editing station and can work with different types of documentary projects, ranging from rough assembly cuts to full-scale post-production. I am also familiar with all the technical and legal details of documentary editing and can work with different file management systems. Please consider my application for the position of a freelance documentary editor. I am happy to discuss the specifics of the task and share my work samples and references from satisfied clients.

Best regards,

[Your Name]

[Phone Number] | [Email Address]

[Portfolio Link]

Show the full output
  • GPTZero0.89passed
  • Pangram0.00caught
  • Winston AI0.99passed
  • ZeroGPT0.75passed
  • Copyleaks0.00caught
  • Originality.ai0.97passed

Passed 4 of 6 detectors.

Every Clever AI Humanizer run in October 2026 →

456 words (input 414)

Dear Hiring Team,

I am applying for the position of freelance documentary editor. After eight years honing my skill as a nonfiction story editor for broadcast, streaming and festival audiences alike, I inject both technical precision and instinctive narrative intuition into any project I'm attached to.

My work story starts off working as an assistant editor on a feature length documentary about coastal communities at risk of being displaced. I pitched in and helped the Director log more than 200 hours of footage which we built an assembly cut to get additional financing to finish the film. That experience gave me a lesson I still believe today; making a good documentary is not about fabrication, it is about finding the story that already lives in the material and giving it space.

Since then, I have edited everything from 8-minute shorts for the web to a 90-minute feature that screened at a local film festival. I am an expert at Adobe Premiere Pro and DaVinci Resolve, while very familiar with Avid Media Composer if the project calls for it. I also do my own basic color correction, audio cleanup and motion graphics to help keep those budgets trim and timelines lean. With projects that are heavy on archival footage, I'm adept at managing large media libraries and documenting license requirements, and can work in mixed formats and frame rates without affecting quality.

Collaboration : I think what I value the most about this work Learning that every director has a relationship with their footage, and it is my role to not touch the media until the closest listening. I have conventionally unambiguous organized review cuts, invite frank comments and speak proactively if I see structural issues or chances. The producers have said they like that I hit the deadlines and bring up issues early rather than late.

For a nonprofit client, I recently edited a short documentary on a third-generation bakery owner. The unedited interviews were disorganized and haphazardly emotional. Re-framing the movie as a single morning of work, I produced an unassuming, sensitive film that was accepted into two festivals and resulted in a measurable increase in donations to the client.

I have been a freelancer for many years, which means I am used to working remotely and merging quickly into new teams, workflows and creative visions. I have a solid editing workflow in place with secure backups, and can accommodate file-sharing and review tools of your choice.

I look forward to the opportunity of speaking with you about how my skill may assist in your future endeavours. You can find my portfolio and reel here (references available upon request): I appreciate your time and consideration!

Sincerely,

[Your Name]

[Phone Number] | [Email Address]

[Portfolio Link]

Show the full output
  • GPTZero0.00caught
  • Pangram0.00caught
  • Winston AI0.97passed
  • ZeroGPT0.92passed
  • Copyleaks0.00caught
  • Originality.ai1.00passed

Passed 3 of 6 detectors.

Every HIX Bypass 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 Clever AI Humanizer better than HIX Bypass?

Clever AI Humanizer finished 3.9 points ahead of HIX Bypass in the October 2026 cycle, 69.02 to 65.14, ranking #4 against #9 in a field of 14. Clever AI Humanizer scored higher on 5 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, Clever AI Humanizer or HIX Bypass?

Clever AI Humanizer posted the higher bypass rate, 80.1 vs 56.8, and scored higher on 5 of 6 detectors. Clever AI Humanizer led on GPTZero, Originality.ai, Copyleaks, ZeroGPT and Pangram; HIX Bypass led on Winston AI.

Do Clever AI Humanizer and HIX Bypass keep the original meaning?

HIX Bypass preserved meaning better, 78.9 vs 59.5 on our 0–100 similarity scale. On readability, Clever AI Humanizer rated higher, 68.6 vs 42.2. Penalties this cycle: Clever AI Humanizer −4.0, HIX Bypass None.