Head-to-head · September 2026
StealthGPT vs NoteGPT AI Humanizer
StealthGPT finished 29.90 points ahead in the September 2026 cycle, 81.14 to 51.27, ranking #2 against #7 in a field of 7. StealthGPT led 4 of 4 published detector results and 5 of 5 use cases. NoteGPT AI Humanizer still came out ahead on Meaning preservation and Readability.
Result at a glance
StealthGPT wins overall
Both tools processed the same 150 source texts under methodology version 2.1.0.
September 2026 cycle · dataset humanizer-sept-2026-v1 · scores on a 100-point scale.
Core measurements
Score components
StealthGPT is listed first in every card. Overall scores include the benchmark's documented quality penalties.
Detector bypass
StealthGPT 86.2 · NoteGPT AI Humanizer 18.4 — StealthGPT +67.8.
Meaning preservation
StealthGPT 78.9 · NoteGPT AI Humanizer 81.2 — NoteGPT AI Humanizer +2.3.
Readability
StealthGPT 84.1 · NoteGPT AI Humanizer 86.5 — NoteGPT AI Humanizer +2.4.
Consistency
StealthGPT 82.6 · NoteGPT AI Humanizer 62.9 — StealthGPT +19.7.
Detector results
Detector by detector
These are the published September scores available for both tools. Each score uses the same underlying cycle and sample rules.
GPTZero
StealthGPT 90.3 · NoteGPT AI Humanizer 19.6 — StealthGPT +70.7.
Originality.ai
StealthGPT 84.2 · NoteGPT AI Humanizer 14.3 — StealthGPT +69.9.
Winston AI
StealthGPT 85.1 · NoteGPT AI Humanizer 17.8 — StealthGPT +67.3.
Turnitin
StealthGPT 87 · NoteGPT AI Humanizer 22.1 — StealthGPT +64.9. This is a benchmark proxy based on academic and essay subsets, not a direct Turnitin API result.
Use cases
Writing categories
Use-case scores reweight the benchmark measurements for the needs of each writing task.
Students
StealthGPT 88.6 · NoteGPT AI Humanizer 52.4 — StealthGPT +36.2.
Essays
StealthGPT 85.4 · NoteGPT AI Humanizer 58.9 — StealthGPT +26.5.
Academic writing
StealthGPT 83.7 · NoteGPT AI Humanizer 55.1 — StealthGPT +28.6.
SEO content
StealthGPT 91.6 · NoteGPT AI Humanizer 49.8 — StealthGPT +41.8.
Marketing copy
StealthGPT 90.4 · NoteGPT AI Humanizer 48.5 — StealthGPT +41.9.
Strengths by tool
Where each one wins
Every outright win from the score components, detector results and writing categories above.
StealthGPT
Core: Detector bypass and Consistency. Detectors: GPTZero, Originality.ai, Winston AI and Turnitin. Use cases: Students, Essays, Academic writing, SEO content and Marketing copy.
NoteGPT AI Humanizer
Core: Meaning preservation and Readability. Detectors: no outright wins. Use cases: no outright wins.
How we test
Methodology
See the configurations, scoring rules, consistency checks and limitations behind these results.
StealthGPT vs NoteGPT AI Humanizer FAQ
- Which is better overall, StealthGPT or NoteGPT AI Humanizer?
- StealthGPT ranked higher in the September 2026 cycle, scoring 81.14 versus 51.27.
- Does StealthGPT win every use case?
- It leads every published use-case score available for this pair.
- Is the Turnitin score a direct Turnitin API result?
- No. It is a benchmark proxy based on academic and essay subsets under the strictest settings in the five-detector pool.
- Do these results guarantee detector bypass?
- No. They describe average measured performance in one fixed cycle. Detectors and humanizers change, and individual documents can produce different results.
Keep comparing
More matchups
Explore another published head-to-head or browse the comparison index.