Ghost-2

Our new humanization model that rewrites AI text to read like it was written by a human.

01
Model card

Ghost-2 at a glance.

The numbers behind the model. What it is, what it does, and where it runs.

Model family
Ghost
Version
2.0
Type
Humanization (text-to-text)
Languages
EN primary · 100+ supported
Detectors covered
10+ (GPTZero, Originality.ai, ZeroGPT, Turnitin, Quillbot, Grammarly, and more)
Mean pass rate
98.3%
Released
Live
Previous version
Ghost-1 · available via API and model settings
02
Performance

Tested where it counts.

Every Ghost release runs the same eval: pass rate (scored <30% AI) on a large fixed set of unique English texts, scored independently by six detectors.

98.3%
mean pass rate across all detectors
DetectorGhost-1
at launch (%)
Ghost-1
today (%)
Ghost-2 (%)Δ
GPTZero
ML classifier
92.5
86.2
96.3
+10.1
ZeroGPT
Perplexity
94.3
94.3
96.9
+2.6
Originality.ai
ML classifier
95.4
90.8
98.4
+7.6
Turnitin*
Academic
97.0
95.8
98.8
+3.0
Quillbot
ML classifier
98.1
91.5
99.7
+8.2
Grammarly
ML classifier
99.8
99.8
99.9
+0.1

Evaluated on deduplicated English-only texts, each scored by six independent detectors. "Pass" = detector returns <30% AI probability. *Turnitin was evaluated on a smaller sample due to its gated access. Ghost-1 launch figures come from its original eval run; several detectors have since updated, which lowered Ghost-1's rates today. Δ compares Ghost-2 with Ghost-1 today, on the same test set.

Output quality

Stealth is only half the eval. Every release is also judged on how the writing holds up, and Ghost-2 improved on all three fronts.

87.6composite quality scoreup from 73.2 on Ghost-1
MetricGhost-1 (%)Ghost-2 (%)Δ
Meaning preservation
87.8
88.2
+0.4
Readability
76.1
87.3
+11.2
Consistency
82.2
91.5
+9.3

Quality is scored by general-purpose LLMs on the same eval set: each rewrite is judged on preserved meaning, fluency, and stability across runs.

AI Humanizer Benchmark
#1

of 11 humanizers · September 2026

UndetectedGPT rank badge, AI Humanizer Benchmark
Detectors used7

GPTZero · Originality.ai · Winston AI · ZeroGPT · Grammarly · QuillBot · Copyleaks

Quality metrics3

Meaning · readability · consistency

Independent benchmark

Ranked #1 of 11 humanizers in the September 2026 AI Humanizer Benchmark, scored across 7 detectors with a fixed public methodology.

See the leaderboard

Why are the pass rates above higher than the benchmark's scores?

The test sets are different. The benchmark scores every tool on deliberately hard-to-humanize inputs, so scores there run lower for everyone. The pass rates above are measured on text typical of everyday use.

03
Changelog

From Ghost-1 to Ghost-2.

Detectors change constantly, so a model frozen in time slowly goes stale. Every Ghost release re-runs the same benchmark, and the next model is already in the works while the current one ships.

  1. nextIn training

    The next Ghost

    Training never stops. The next generation is already in the works against the newest detector releases.

  2. v2.0Now

    Ghost-2

    Second-generation model, retrained end to end against the newest detector versions. Mean pass rate 98.3% across six detectors, up from Ghost-1's 96.2%. Writing quality moved with it: tighter meaning preservation and steadier output across writing styles.

  3. v1.0Previous generation

    Ghost-1

    First stable release. Mean pass rate 96.2% across six detectors. Still available through the API and model settings.

  4. v0.9Last cycle

    Tone preserve

    Reduced semantic drift on long-form academic and technical text.

  5. v0.8Earlier

    Turnitin push

    Added Turnitin to the eval set; pass rate moved 91 → 97%.

  6. v0.7Earlier

    Citation lock

    References, footnotes, and inline citations are no longer rewritten.

04
Methodology

How we evaluate.

The same eval runs every release. No per-detector tuning, no hand-picked samples.

  1. 01

    Source

    A large sample of AI-generated English texts spanning essays, technical docs, blog posts, and conversational prose.

  2. 02

    Humanize

    Each text is rewritten by Ghost-2 with default settings (no per-detector tuning or retries).

  3. 03

    Detect

    Outputs are scored independently by six detectors. We never see scores during humanization.

  4. 04

    Score quality

    Outputs are also scored by general-purpose LLMs to check that each rewrite preserves meaning, structure, and fluency.

  5. 05

    Pass / fail

    A text passes a detector if it returns less than 30% AI probability. Mean pass rate is averaged across detectors, not texts.

05
Capability

Two generations in, still one job:sounding human.

Ghost-2 is the second generation of Ghost, our proprietary humanization model. Like every Ghost model, it rewrites AI-generated text so it reads like it was written by a human, bypassing every major AI detector while preserving meaning, tone, and fluency.

It is now the default model behind every humanization on UndetectedGPT: the web app, the API, and Ghost Writer. Ghost-1 stays available for anyone who wants to keep their existing setup.

01

Built to beat detectors

Ghost-2 isn't a generic paraphraser. It was purpose-built to bypass GPTZero, Originality.ai, ZeroGPT, Turnitin, Quillbot, Grammarly, and more.

02

Preserves meaning and tone

Ghost-2 rewrites how something is said, not what is said, keeping your original meaning, structure, references, and citations.

03

Continuously improving

As detectors evolve, so does Ghost-2. We constantly evaluate and update the model to stay ahead.

06
Availability

Live everywhere we ship.

Ghost-2 is the default for every UndetectedGPT user, in every surface. Ghost-1 stays available through the API and the humanizer's model settings.

07
FAQ

Frequently asked questions

Ghost-2 is the second generation of UndetectedGPT's proprietary humanization model. It rewrites AI-generated text so it bypasses AI detectors like GPTZero, Originality.ai, ZeroGPT, Turnitin, Quillbot, and Grammarly while keeping your original meaning, references, and citations intact.

Yes. Ghost-2 is now the default everywhere, but Ghost-1 stays available: API users can pin it with the model parameter, and subscribers can switch models in the humanizer settings. Previous generations stay online so a new release never breaks your workflow.

Ghost-2 is benchmarked against the strictest AI detectors on the market: GPTZero, Originality.ai, ZeroGPT, Turnitin, Quillbot, and Grammarly. It runs the exact same eval as Ghost-1 and passes with a 98.3% average pass rate, up from 96.2%. Other detectors tend to be similar or easier to bypass.

No. Ghost-2 rewrites how something is said, not what is said. Your original meaning, structure, references, and citations are preserved.

The test sets are different. The benchmark scores every tool on deliberately hard-to-humanize inputs, so scores there run lower for everyone. The pass rates on this page are measured on text typical of everyday use.