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

Head to head · November 2026 cycle

Ryne AI vs StealthGPT

StealthGPT finished 8.2 points ahead of Ryne AI in the November 2026 cycle, 69.47 to 61.24, ranking #2 against #8 in a field of 16. StealthGPT scored higher on 4 of 6 detectors and 6 of 6 writing categories. Ryne AI came out ahead on Winston AI (96.6 vs 81.1), ZeroGPT (75.9 vs 63.6) and penalties (None vs −1.0).

61.24 /100
overall score
#8 /16
rank -
+8.23
StealthGPT leads →
Detectors
2 – 4
Categories
0 – 6
Components
3 – 2
69.47 /100
overall score
#2 /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 StealthGPT by 20.0
45.9 66.0
Meaning preservation Ryne AI by 9.8
77.1 67.3
Readability StealthGPT by 30.4
47.3 77.7
Consistency Ryne AI by 9.2
97.2 88.0
Penalties fewer is better Ryne AI by 1.0
None −1.0

Detector by detector

Share of each tool's outputs that a detector classified as human-written. StealthGPT took 4 of 6.

GPTZero StealthGPT by 60.8
10.6 71.4
Originality.ai StealthGPT by 19.4
9.3 28.8
Copyleaks StealthGPT by 7.0
83.0 90.0
Winston AI Ryne AI by 15.5
96.6 81.1
ZeroGPT Ryne AI by 12.3
75.9 63.6
Pangram StealthGPT by 60.9
0.0 60.9

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: Ryne AI 57.0 · StealthGPT 69.7 Application Essay: Ryne AI 57.6 · StealthGPT 63.4 Blog Post: Ryne AI 55.5 · StealthGPT 75.4 Marketing Copy: Ryne AI 59.6 · StealthGPT 60.6 Discussion Board: Ryne AI 60.5 · StealthGPT 67.5 News Article: Ryne AI 52.5 · StealthGPT 65.6
Ryne AI StealthGPT Outer ring = 100
Academic Essay 6 prompts StealthGPT by 12.7
57.0 69.7
Application Essay 6 prompts StealthGPT by 5.8
57.6 63.4
Blog Post 6 prompts StealthGPT by 19.9
55.5 75.4
Marketing Copy 6 prompts StealthGPT by 0.9
59.6 60.6
Discussion Board 3 prompts StealthGPT by 7.0
60.5 67.5
News Article 3 prompts StealthGPT by 13.1
52.5 65.6

Where each one wins

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

Ryne AI

5 wins
  • Penalties Score None vs −1.0
  • Meaning preservation Score 77.1 vs 67.3
  • Consistency Score 97.2 vs 88.0
  • Winston AI Detector 96.6 vs 81.1
  • ZeroGPT Detector 75.9 vs 63.6

StealthGPT

12 wins
  • Readability Score 77.7 vs 47.3
  • Bypass rate Score 66.0 vs 45.9
  • Pangram Detector 60.9 vs 0.0
  • GPTZero Detector 71.4 vs 10.6
  • Originality.ai Detector 28.8 vs 9.3
  • Copyleaks Detector 90.0 vs 83.0
  • Blog Post Category 75.4 vs 55.5
  • News Article Category 65.6 vs 52.5
  • Academic Essay Category 69.7 vs 57.0
  • Discussion Board Category 67.5 vs 60.5
  • and 2 more

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.

Lit Review · Academic Essay · written by gemini-3-8-flash · 413 words

In recent years, the global media landscape has experienced a profound structural shift, characterized by the steady erosion of trust in legacy news institutions and the fragmentation of audiences across digital platforms. Amid this disruption, long-form podcasting has emerged not merely as a supplementary medium for entertainment, but as a primary news source for a growing and demographically diverse audience. Defined by extended runtimes, conversational spontaneity, and in-depth thematic exploration, long-form audio journalism offers a stark counterpoint to the brevity, sensationalism, and algorithmic pacing typical of conventional broadcast and digital news. As audio streaming infrastructure has matured and digital content consumption has surged, the podcast medium has transformed from an experimental niche into an influential journalistic ecosystem capable of setting public agendas and reshaping democratic discourse.

A central focus of contemporary scholarly inquiry is the mechanism through which long-form podcasts establish cognitive authority and media trust. Traditional journalistic theory has long emphasized detached objectivity, gatekeeping, and standardized editorial oversight as the bedrock of news credibility. In contrast, emerging literature suggests that the communicative architecture of podcasting fosters an unprecedented sense of "parasocial intimacy" between hosts and listeners. The perceived authenticity of unscripted, long-form dialogue—combined with the direct, immersive nature of headphone listening—creates an affective bond that often eclipses the perceived reliability of institutional news anchors. Rather than relying on rigid editorial filters, audiences increasingly grant epistemic authority to independent podcasters and niche specialists who present information through personal transparency, vulnerability, and sustained intellectual engagement.

Consequently, the ascendance of long-form news podcasts presents profound sociopolitical implications, serving simultaneously as an egalitarian forum for democratic deliberation and a conduit for ideological insularity. Proponents within media studies argue that the expansive format democratizes expertise, allowing for nuanced analyses of complex policy, science, and geopolitical issues that soundbite-driven formats inherently flatten. Conversely, critical scholars express growing concern over the absence of formal fact-checking and accountability mechanisms within the podcasting ecosystem. This institutional vacuum can facilitate the unchecked spread of political polarization, epistemic bubbles, and conspiratorial narratives, particularly when charismatic hosts leverage listener loyalty to disseminate unverified claims.

To better understand this transformative phase of mass communication, this literature review critically synthesizes existing research on the rise of long-form podcasts as a primary news medium. Specifically, it examines three core areas: the structural limitations of legacy media that precipitated this migration; the communicative mechanics of audio intimacy and audience retention; and the resulting implications for journalistic ethics, public knowledge, and democratic participation in an increasingly audio-mediated public sphere.

Show the full input

443 words (input 413)

Global media landscape has undergone structural shift in recent years as audience trust in legacy news institutions keeps declining and becoming more fragmented across platforms. In the heart of all this upheaval, long-form podcasting is now more than a secondary platform for entertainment; it has become a primary source of news for an expanding and more diverse audience. Long-form audio journalism, characterized by longer durations, more spontaneous conversations, and in-depth discussions of topics, is the antithesis of the short, sensational, and algorithmically paced world of regular audio and digital news. With the maturation of audio streaming infrastructure and the growing consumption of digital content, the podcast medium has evolved from being an experimental and niche content to becoming a journalistic ecosystem that sets public agendas and modifies the terms of the democratic discourse.

A contemporary hot topic in the scholarship is how long-form podcasts generate cognitive authority and trust in the media. For a long time, standard journalism theory has supported detached objectivity, gatekeeping, and standardized editorial control as the basis of news credibility. On the other hand, a growing body of literature indicates that the communicative architecture of podcasting creates an unprecedented “parasocial intimacy” between hosts and listeners. The authenticity of unscripted long-form dialogue and the immersive headphone experience can create affective relationships that many people feel trump the reliability of news anchors and other institutional sources. Instead of relying on strictly enforced journalistic filters, audiences increasingly grant epistemic authority to independent podcasters and niche specialists who offer information through personal transparency, vulnerability, and sustained intellectual engagement.

The success of long-form news podcasts has important socio-political consequences. These podcasts are an equal opportunity platform for democratic deliberation. In addition, they can also serve as a platform for echo chambers. Within the field of media studies, supporters hold the belief that longer formats open up expertise, allowing for more sophisticated but still vulnerable analyses of complex policy, science, and geo-political issues that are rendered flat by sound-bite formats. On the other hand, critical scholars are receiving increasing concerns about the lack of formal fact-checking and accountability in the podcasting. This absence of safeguards facilitates unchecked escalation of political polarization, epistemic bubbles, and conspiratorial narratives especially when charismatic hosts exploit listener loyalty to propagate unverified claims.

This literature review critically synthesizes a variety of research, discussion and writing that assesses and comments upon the emergence of long-form podcasts as a news medium. In particular, the paper studies three issues: the structural constraints of legacy media that enabled this shift; the communicative mechanics of audio intimacy and audience retention; and the consequences for journalism, public knowledge and democratic participation, in a growing audio public sphere.

Show the full output
  • GPTZero0.00caught
  • Pangram0.00caught
  • Winston AI0.90passed
  • ZeroGPT0.79passed
  • Copyleaks0.35caught
  • Originality.ai0.04caught

Passed 2 of 6 detectors.

Every Ryne AI run in November 2026 →

357 words (input 413)

The rise of long-form podcasts as a primary source of news reflects significant shifts in media consumption habits, audience expectations, and the broader information ecosystem. Defined by their extended runtimes, in-depth exploration of themes, and often conversational or unscripted styles, long-form podcasts challenge traditional models of news delivery characterized by brevity, producer-centric authority, and algorithmic curation. As audiences increasingly fragment across digital platforms and trust in legacy media continues to erode, long-form podcasts are carving out an influential niche, not just as a form of entertainment, but as a significant conduit for news and current events.

A critical area of study concerns how long-form podcasts cultivate media trust and cognitive authority. Podcasts’ intimate and immersive audio environment, particularly when experienced through headphones, can foster parasocial intimacy and a heightened sense of authenticity and relatability compared with conventional media. The spontaneous, extended dialogues typical of the format lend hosts an air of transparency and vulnerability. These qualities resonate with listeners, often endowing independent podcasters and niche experts with epistemic authority that can rival or even surpass that of traditional news institutions anchored by perceived objectivity, gatekeeping, and standardized oversight.

At the same time, the ascendancy of long-form podcasts raises critical questions about journalistic standards, fact-checking, and accountability. Without institutional editorial structures, podcasts can inadvertently or deliberately amplify unverified claims, conspiracy theories, and polarizing viewpoints. This dynamic may deepen epistemic bubbles and political fragmentation, challenging the democratic potential of podcasts as platforms for diverse and substantive public discourse.

In this context, this literature review critically examines the factors underpinning the rise of long-form podcasts as a source of news. It explores the structural and perceptual weaknesses of traditional media that have created space for podcasts, and analyzes how the distinctive communicative features of long-form audio contribute to audience trust and retention. Furthermore, the review assesses the implications of podcast growth for media authority, democratic discourse, and public knowledge, recognizing podcasts as both a democratizing force and a potential vector for disinformation and ideological insularity. Ultimately, this synthesis illuminates how the ascendancy of long-form podcasts is reconfiguring power relations in journalism and reshaping the dynamics of the contemporary information landscape.

Show the full output
  • GPTZero0.00caught
  • Pangram0.00caught
  • Winston AI0.00caught
  • ZeroGPT0.00caught
  • Copyleaks0.00caught
  • Originality.ai0.04caught

Passed 0 of 6 detectors.

Every StealthGPT 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 Ryne AI better than StealthGPT?

StealthGPT finished 8.2 points ahead of Ryne AI in the November 2026 cycle, 69.47 to 61.24, ranking #2 against #8 in a field of 16. StealthGPT scored higher on 4 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, Ryne AI or StealthGPT?

StealthGPT posted the higher bypass rate, 66.0 vs 45.9, and scored higher on 4 of 6 detectors. Ryne AI led on Winston AI and ZeroGPT; StealthGPT led on GPTZero, Originality.ai, Copyleaks and Pangram.

Do Ryne AI and StealthGPT keep the original meaning?

Ryne AI preserved meaning better, 77.1 vs 67.3 on our 0–100 similarity scale. On readability, StealthGPT rated higher, 77.7 vs 47.3. Penalties this cycle: Ryne AI None, StealthGPT −1.0.