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

Head to head · October 2026 cycle

Humbot vs Phrasly

Humbot and Phrasly finished level in the October 2026 cycle, both scoring 61.74 overall, ranked #13 and #12 of 14. Humbot scored higher on 1 of 6 detectors and 3 of 6 writing categories. Phrasly came out ahead on Pangram (85.6 vs 0.0), GPTZero (98.6 vs 65.6) and bypass rate (95.3 vs 71.4).

61.74 /100
overall score
#13 /14
rank -
Even
overall
Detectors
1 – 5
Categories
3 – 3
Components
3 – 2
61.79 /100
overall score
#12 /14
rank ▼ 4

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 Phrasly by 24.0
71.4 95.3
Meaning preservation Humbot by 18.7
68.6 49.9
Readability Humbot by 20.8
65.0 44.2
Consistency Phrasly by 2.9
94.0 96.9
Penalties fewer is better Humbot by 1.0
−10.0 −11.0

Detector by detector

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

GPTZero Phrasly by 33.0
65.6 98.6
Originality.ai Phrasly by 2.5
94.0 96.6
Copyleaks Phrasly by 6.7
93.3 100.0
Winston AI Humbot by 1.1
98.1 97.0
ZeroGPT Phrasly by 17.0
77.3 94.3
Pangram Phrasly by 85.6
0.0 85.6

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 →

Academic Essay Application Essay Blog Post Marketing Copy Discussion Board News Article Academic Essay: Humbot 40.8 · Phrasly 63.7 Application Essay: Humbot 74.0 · Phrasly 63.6 Blog Post: Humbot 37.1 · Phrasly 57.8 Marketing Copy: Humbot 48.7 · Phrasly 45.8 Discussion Board: Humbot 32.7 · Phrasly 52.9 News Article: Humbot 44.9 · Phrasly 16.8
Humbot Phrasly Outer ring = 100
Academic Essay 6 prompts Phrasly by 22.9
40.8 63.7
Application Essay 6 prompts Humbot by 10.4
74.0 63.6
Blog Post 6 prompts Phrasly by 20.7
37.1 57.8
Marketing Copy 6 prompts Humbot by 2.9
48.7 45.8
Discussion Board 3 prompts Phrasly by 20.1
32.7 52.9
News Article 3 prompts Humbot by 28.1
44.9 16.8

Head-to-head history

Overall score in every cycle both tools were tested. Humbot has finished ahead in 3 of 4 shared cycles.

50 60 70 80 90 June 2026 July 2026 August 2026 October 2026 June 2026: Phrasly 71.10 (#8) June 2026: Humbot 80.28 (#4) July 2026: Phrasly 61.47 (#9) July 2026: Humbot 66.42 (#5) August 2026: Phrasly 63.30 (#7) August 2026: Humbot 66.95 (#5) October 2026: Phrasly 61.79 (#12) October 2026: Humbot 61.74 (#13) 61.7 61.8
Humbot Phrasly
Cycle Humbot Phrasly Margin
October 2026 61.74 #13 61.79 #12 even
August 2026 66.95 #5 63.30 #7 ← 3.7
July 2026 66.42 #5 61.47 #9 ← 5.0
June 2026 80.28 #4 71.10 #8 ← 9.2

Where each one wins

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

Humbot

7 wins
  • Readability Score 65.0 vs 44.2
  • Meaning preservation Score 68.6 vs 49.9
  • Penalties Score −10.0 vs −11.0
  • Winston AI Detector 98.1 vs 97.0
  • News Article Category 44.9 vs 16.8
  • Application Essay Category 74.0 vs 63.6
  • Marketing Copy Category 48.7 vs 45.8

Phrasly

10 wins
  • Bypass rate Score 95.3 vs 71.4
  • Consistency Score 96.9 vs 94.0
  • Pangram Detector 85.6 vs 0.0
  • GPTZero Detector 98.6 vs 65.6
  • ZeroGPT Detector 94.3 vs 77.3
  • Copyleaks Detector 100.0 vs 93.3
  • Originality.ai Detector 96.6 vs 94.0
  • Academic Essay Category 63.7 vs 40.8
  • Blog Post Category 57.8 vs 37.1
  • Discussion Board Category 52.9 vs 32.7

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 gemini-3-8-flash · 369 words

[Your Name] [Your Phone Number] | [Your Email Address] [Your Portfolio/Vimeo Link] | [Your Location]

[Date]

[Hiring Manager's Name or Search Committee] [Production Company / Project Name] [Company Address / "Remote"]

Dear [Hiring Manager's Name or "Documentary Production Team"],

I am writing to express my strong interest in the freelance Documentary Editor position for [Project Title or "your upcoming documentary feature"]. Having followed your team's commitment to impactful, character-driven storytelling, I am eager to bring my narrative instincts, technical precision, and passion for non-fiction film to your post-production workflow.

With over [Number] years of experience editing documentary features, shorts, and docuseries, I specialize in transforming hundreds of hours of raw, vérité footage and sprawling interviews into compelling, cohesive three-act structures. I view the documentary editor’s chair as the final rewrite of the script. My approach balances narrative tension and emotional authenticity with rigorous pacing, ensuring the subjects’ genuine voices remain the heartbeat of the film.

Recently, I served as lead editor on *[Title of a Recent Project]*, a [feature/short] documentary exploring [brief topic, e.g., environmental justice / an artist’s legacy]. On this project, I shaped the central narrative arc from over 150 hours of untranscribed footage, designed the temp soundscape, and worked closely with the director to refine the thematic rhythm. The film went on to [mention an achievement, e.g., screen at XYZ Film Festival / secure distribution / achieve strong audience acclaim].

Technically, I am fully equipped for a seamless remote or hybrid workflow. I am an advanced user of Adobe Premiere Pro, DaVinci Resolve, and Avid Media Composer, with extensive experience managing complex multi-cam timelines, archival integration, and offline-to-online finishing pipelines (including roundtripping for color and sound). Beyond the technical execution, my greatest asset is collaboration. Documentary editing is an intimate, iterative process, and I pride myself on being an ego-free creative partner who welcomes feedback, communicates proactively, and solves narrative bottlenecks with patience and resourcefulness.

I would love the opportunity to review your assembly or discuss your vision for [Project Title] in greater detail. Thank you for your time and consideration, and I look forward to the possibility of collaborating to bring this vital story to the screen.

Sincerely,

[Your Name] [Link to Showreel / Website]

Show the full input

475 words (input 369)

[Your Name]

[Your Phone Number] | [Your Email Address]

[Your Portfolio/Vimeo Link] | [Your Location]

[Date]

[Hiring Manager's Name or Search Committee]

[Production Company / Project Title]

[Company Address/Remote]

Hello [Hiring Manager's Name or "Documentary Production Team"],

I am writing to indicate my high level of enthusiasm for the position of freelance documentary editor on [Project Title] (or) [your new documentary feature]. I have been aware of your team's dedication to creating compelling, character-driven stories; therefore, I would love to use my narrative sensibilities, technical accuracy, and love for non-fiction films as a member of your post-production workflow.

With [Number]+ years of editing experience on documentary feature-length films, short-form documentaries, and docuseries, my expertise lies in taking hundreds of hours of raw, observational footage (vérité) and extensive interview material, and shaping them into a coherent, dramatic, and emotionally resonant story that is presented in a three-act structure. To me, the documentary editor’s position is essentially the last revision of the script. In addition to creating an engaging narrative flow through careful pacing, I strive to preserve the integrity of the subjects' voices so that they can be heard loud and clear throughout the film.

Most recently, I worked as the head editor for [Title of most recent project], which is either a short or feature-length documentary about [Insert a short explanation of the subject matter; for example, environmental justice, or the legacy of an artist]. This role allowed me to develop the overall narrative structure of the film using more than 150 hours of un-transcribed footage. Additionally, I developed the temporary soundscape and collaborated with the director in developing the thematic flow of the film. After completing the editing process, the film was able to [Insert what success the film achieved; i.e., screened at XYZ Film Festival, secured distribution, received great reviews from audiences].

Technically, I am well suited to work either as a remote or hybrid editor. I have a high level of expertise in Adobe Premiere Pro, DaVinci Resolve and Avid Media Composer; I have worked on many multi-cam projects, integrated archival footage into projects, and completed offline to online workflows (including round tripping color and sound). My most significant strength lies in collaborating with others. Documentaries are created through a collaborative effort; editing is an iterative process. I take pride in being an editor that doesn't have an ego, is open to receiving input from others, communicates regularly with other team members, and resolves problems that arise during the editing process.

I would appreciate the chance to look over your assembly or have a more in-depth discussion with you regarding your goals for [Project Title]. Thank you for taking the time to read my application and considering me for this position; I look forward to working together to make this important story come alive on screen.

Sincerely,

[Your Name]

[Link to Showreel/Website]

Show the full output
  • GPTZero0.88passed
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT0.67passed
  • Copyleaks1.00passed
  • Originality.ai1.00passed

Passed 5 of 6 detectors.

Every Humbot run in October 2026 →

299 words (input 369)

[Your Name] [Phone Number] [Email] [Portfolio/Vimeo] [Location] [Date] [Hiring Manager/Search Committee] Production Company / Documentary [Address / "Remote"] Dear Hiring Manager/Search Committee I'm reaching out because I would love to edit your next documentary. As someone who has followed many of your work, I feel that my skill set would be a great fit to assist with the editorial needs of your production. I have been editing documentary features and short form documentaries for the past [x] years. Editing large quantities of interview and verite footage down to three acts that make sense is what I do best. When sitting in the editing chair I believe that you are rewriting the script one last time. This is something that I take very seriously and will continue to think about each cut I make. Always trying to keep balance between story and how your subject feels. I recently edited *[Insert recent project here]* which was a [short/feature] about [what your project was about]. During my time on this film I helped shape the story using [amount] hours of dialogue that we had never transcribed. I also created our temp music and sound. We went on to... *You can add more bullets if needed* As for software I know my way around Adobe Premiere Pro, Davinci Resolve and Avid. All of which can be operated remotely. Editing will require you to be able to communicate with others, whether it be the Director or another department. Editing documentaries is very hands on and you should always be able to receive critique. That's why communication is important to me. I am confident that I could be an asset to your team. If you would like to see any footage I have put together please feel free to check out my showreel below. [showreel/website]

Show the full output
  • GPTZero1.00passed
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT1.00passed
  • Copyleaks1.00passed
  • Originality.ai1.00passed

Passed 5 of 6 detectors.

Every Phrasly 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 Humbot better than Phrasly?

Humbot and Phrasly finished level in the October 2026 cycle, both scoring 61.74 overall, ranked #13 and #12 of 14. Humbot scored higher on 1 of 6 detectors and 3 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, Humbot or Phrasly?

Phrasly posted the higher bypass rate, 95.3 vs 71.4, and scored higher on 5 of 6 detectors. Humbot led on Winston AI; Phrasly led on GPTZero, Originality.ai, Copyleaks, ZeroGPT and Pangram.

Do Humbot and Phrasly keep the original meaning?

Humbot preserved meaning better, 68.6 vs 49.9 on our 0–100 similarity scale. On readability, Humbot rated higher, 65.0 vs 44.2. Penalties this cycle: Humbot −10.0, Phrasly −11.0.