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

Head to head · November 2026 cycle

Clever AI Humanizer vs Ryne AI

Clever AI Humanizer finished 7.2 points ahead of Ryne AI in the November 2026 cycle, 68.48 to 61.24, ranking #3 against #8 in a field of 16. Clever AI Humanizer scored higher on 6 of 6 detectors and 6 of 6 writing categories. Ryne AI came out ahead on meaning preservation (77.1 vs 65.8) and consistency across categories (97.2 vs 96.5).

68.48 /100
overall score
#3 /16
rank ▲ 1
+7.24
← Clever AI Humanizer leads
Detectors
6 – 0
Categories
6 – 0
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 Clever AI Humanizer by 20.8
66.7 45.9
Meaning preservation Ryne AI by 11.3
65.8 77.1
Readability Clever AI Humanizer by 13.6
60.9 47.3
Consistency Ryne AI by 0.7
96.5 97.2
Penalties fewer is better Even
None None

Detector by detector

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

GPTZero Clever AI Humanizer by 85.0
95.5 10.6
Originality.ai Clever AI Humanizer by 14.7
24.0 9.3
Copyleaks Clever AI Humanizer by 13.6
96.7 83.0
Winston AI Clever AI Humanizer by 0.1
96.8 96.6
ZeroGPT Clever AI Humanizer by 8.7
84.6 75.9
Pangram Clever AI Humanizer by 2.7
2.7 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 64.1 · Ryne AI 57.0 Application Essay: Clever AI Humanizer 68.8 · Ryne AI 57.6 Blog Post: Clever AI Humanizer 63.5 · Ryne AI 55.5 Marketing Copy: Clever AI Humanizer 64.3 · Ryne AI 59.6 Discussion Board: Clever AI Humanizer 66.9 · Ryne AI 60.5 News Article: Clever AI Humanizer 65.5 · Ryne AI 52.5
Clever AI Humanizer Ryne AI Outer ring = 100
Academic Essay 6 prompts Clever AI Humanizer by 7.1
64.1 57.0
Application Essay 6 prompts Clever AI Humanizer by 11.2
68.8 57.6
Blog Post 6 prompts Clever AI Humanizer by 8.0
63.5 55.5
Marketing Copy 6 prompts Clever AI Humanizer by 4.7
64.3 59.6
Discussion Board 3 prompts Clever AI Humanizer by 6.5
66.9 60.5
News Article 3 prompts Clever AI Humanizer by 13.0
65.5 52.5

Where each one wins

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

Clever AI Humanizer

14 wins
  • Bypass rate Score 66.7 vs 45.9
  • Readability Score 60.9 vs 47.3
  • GPTZero Detector 95.5 vs 10.6
  • Originality.ai Detector 24.0 vs 9.3
  • Copyleaks Detector 96.7 vs 83.0
  • ZeroGPT Detector 84.6 vs 75.9
  • Pangram Detector 2.7 vs 0.0
  • Winston AI Detector 96.8 vs 96.6
  • News Article Category 65.5 vs 52.5
  • Application Essay Category 68.8 vs 57.6
  • and 4 more

Ryne AI

2 wins
  • Meaning preservation Score 77.1 vs 65.8
  • Consistency Score 97.2 vs 96.5

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.

News Article · News Article · written by gemini-3-8-flash · 379 words

**Title: The New Watchdogs: How Independent Journalism is Surviving and Thriving in the Social Media Age**

**By Alex Rivera**

In an era dominated by algorithmic feeds, viral soundbites, and 280-character hot takes, the media landscape is undergoing its most radical transformation since the invention of the printing press. As traditional legacy outlets shutter bureaus and lay off staff to satisfy corporate shareholders, a decentralized wave of independent journalists is stepping in to fill the void—leveraging the very platforms that disrupted their industry to hold power accountable.

Historically, investigative reporting required the backing of well-funded media conglomerates. Today, platforms like Substack, YouTube, and Patreon have enabled individual reporters to build direct, subscription-funded relationships with their audiences. Unshackled from corporate advertising pressures and editorial mandates dictated by billionaire owners, independent journalists are pursuing niche, high-impact stories that mainstream outlets often overlook.

"Social media broke the traditional business model of news, but it also democratized distribution," says Dr. Elena Vance, a digital media analyst at the Center for Information Resilience. "We are seeing investigative reporters crowdfund months-long investigations into corporate malfeasance, local government corruption, and war crimes. The gatekeepers are gone."

During recent geopolitical conflicts and civil rights protests, independent reporters using platforms like X (formerly Twitter) and TikTok have frequently beaten traditional broadcast networks to the punch. Armed with smartphones and open-source intelligence (OSINT) tools, these citizen-reporters provide raw, unfiltered coverage, often fact-checking corporate news broadcasts in real-time.

However, the ecosystem presents significant hazards. Without the institutional shield of a major network, independent creators face doxxing, digital harassment, and costly legal threats from the subjects of their reporting. Furthermore, the pressure to maintain audience engagement within engagement-driven algorithms risks pushing some creators toward sensationalism, blurring the line between rigorous reporting and partisan commentary.

The financial reality is equally volatile. For every breakout success generating six figures on Substack, hundreds of reporters struggle with unstable incomes in the "gig economy of news," while local communities increasingly become "news deserts."

Despite these challenges, the demand for independent, verified information has never been higher. As public trust in legacy media plummets to historic lows, consumers are actively seeking voices they deem authentic. In the digital town square, independent journalists are no longer an alternative—they are becoming the cornerstone of a new, decentralized fourth estate.

Show the full input

369 words (input 379)

The New Watchdogs: How Independent Journalism is Surviving and Flourishing in the Social Media Era

By Alex Rivera

With the rise of social media, the media industry is undergoing the biggest shift in history since the creation of the printing press. With traditional news outlets closing down offices and laying off employees to appease their investors, independent journalists are stepping up to the plate thanks to the very same technology.

Traditionally investigative journalism would require investment from big media companies. However new platforms such as Substack, YouTube and Patreon allow independent reporters to establish direct relationships with their audiences through subscriptions. Independent journalism has no restrictions from advertising and is able to publish their own reports. This has allowed them to report on niche stories that main stream media may not cover.

“Social media has broken the traditional model of journalism however it has allowed more people to publish their work. We’re seeing a rise in investigative journalism with reporters raising money through crowdfunding for months long investigations into corporate wrongdoing, local government corruption and war crimes. There is no gate keeper anymore.” Dr. Elena Vance, Digital Media Analyst at the Centre for Information Resilience.

In recent political conflicts and civil rights protests independent reporters have often been the first to break news on platforms such as X (formerly Twitter) and TikTok. Independent reporters are able to use their smart phones and OSINT software to give raw coverage. Often fact checking corporate news.

However this can pose many risks. As independent journalists are not backed by a major media outlet they risk being doxxed, harassed and prosecuted at a cost. They also risk becoming sensationalist due to the pressure to keep engagement up on social media.

Financially there is also a lot of uncertainty. Whilst some reporters are making six figures on their Substack account, hundreds of reporters are struggling to make consistent income in the gig economy of news. Local communities are also becoming news deserts.

However there has never been a bigger demand for independent and verified information. With trust in traditional media reaching record low levels people are looking for voices they can trust. Independent journalism is now becoming the mainstay of a new fourth estate.

Show the full output
  • GPTZero1.00passed
  • Pangram0.00caught
  • Winston AI1.00passed
  • ZeroGPT1.00passed
  • Copyleaks1.00passed
  • Originality.ai0.35caught

Passed 4 of 6 detectors.

Every Clever AI Humanizer run in November 2026 →

391 words (input 379)

**The same Media which is the in the sandal; and lift the sandals out of Henderson mountains.**

**Written by Alex Rivera.**

As algorithms, viral sound bites, and hot takes of 280 characters increasingly dominate the news feeds, the media is now experiencing the biggest disruption since the printing press. As old legacy news organizations shut down bureaus and lay off staff to appease corporate stockholders; a grassroots movement of independent journalists is showing up in the spaces that legacy news organizations left behind. They are increasingly using the same platforms that disrupted their industry to hold power to account.

In the past, investigative reporting required funding from media giants. Currently, reporters can create individual, subscriber-funded relationships with their audience through platforms like Substack, YouTube, and Patreon. No longer beholden to the financial dictates of advertising or slave to the editorial commands of billionaire owners, independent journalist finds their own high-impact niche stories that mainstream media doesn’t cover.

"According to Dr. Elena Vance, a digital media analyst at the Center for Information Resilience, social media distorted the traditional business model of news, but it also democratized distribution." Investigative journalists are now crowdfunding long practices that focus on corporate misconduct, local governmental corruption as well as war crimes.

In recent geopolitical conflicts and civil rights protests, independent reporters on X (formerly Twitter) and TikTok have often outdone broadcast networks in news coverage. Equipped with smartphones and OSINT, these citizen-reporters give raw footage and fact-check corporations' newsgathering live on air.

Nevertheless, the ecosystem comes with lethal risks. Independent creators and content-makers are more likely to get doxxed, harassed online, and sued by the people they report on without a major network’s institutional protection. The pressure to keep audiences engaged within engagement-driven algorithms means some creators risk sensationalism, or worse yet, confuse serious reporting with partisan commentary.

The economic situation is equally unstable. As many journalists are struggling to make a living, the local community increasingly becomes a news desert despite Substack creating a new universe that can build up to six-figure success.

In spite of all these challenges, there is a greater need than ever for independent verified information. The public loses trust in legacy media which is sharper than before as they will find authenticity elsewhere. Independent journalists are not an alternative but the new decentralized fourth estate in the digital town square.

Show the full output
  • GPTZero0.00caught
  • Pangram0.00caught
  • Winston AI0.97passed
  • ZeroGPT1.00passed
  • 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 Clever AI Humanizer better than Ryne AI?

Clever AI Humanizer finished 7.2 points ahead of Ryne AI in the November 2026 cycle, 68.48 to 61.24, ranking #3 against #8 in a field of 16. Clever AI Humanizer 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, Clever AI Humanizer or Ryne AI?

Clever AI Humanizer posted the higher bypass rate, 66.7 vs 45.9, and scored higher on 6 of 6 detectors. Clever AI Humanizer led on GPTZero, Originality.ai, Copyleaks, Winston AI, ZeroGPT and Pangram.

Do Clever AI Humanizer and Ryne AI keep the original meaning?

Ryne AI preserved meaning better, 77.1 vs 65.8 on our 0–100 similarity scale. On readability, Clever AI Humanizer rated higher, 60.9 vs 47.3. Neither tool drew an output-quality penalty this cycle.