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AIHT Rating Leaderboard

The AIHT Rating is our editorial score out of 100. Explore the published edition, compare component figures, and follow each rating to its review or reusable badge.

Edition
October 2026
Rated tools
16
Published
Record type
Editorial baseline

16 rated tools

Rank follows the overall AIHT Rating. Sorting a component changes the view, not the official rank. Scroll horizontally to see all columns.

October 2026 · Published editorial scores. Metric definitions and evidence status follow the table.
RankHumanizerAIHT RatingDetector figureMeaningReadabilityPenaltiesRecord
1Walter Writes AI89.6/10094.5%881000Cite / embed ↗
2Stealth Writer84.47/10089.5%79.8100-1Cite / embed ↗
3WriteHuman AI83.59/10084.5%82.11000Cite / embed ↗
4HIX Bypass83.52/10085.2%80.4100-1Cite / embed ↗
5Humbot AI80.28/10076.9%84.31000Cite / embed ↗
6Undetectable AI80.09/10094.1%72.2100-8Cite / embed ↗
7Bypass AI76.84/10078.2%76.5100-2Cite / embed ↗
8StealthGPT71.47/10082.9%67.7100-9Cite / embed ↗
9Phrasly AI71.1/10076.9%71.4100-6Cite / embed ↗
10BypassGPT69.31/10071.3%73.8100-4Cite / embed ↗
11GPTHumanizer65.82/10068.4%70.1100-3Cite / embed ↗
12Humanize AI64.19/10066.1%69.8100-4Cite / embed ↗
13GPTinf61.53/10063.8%66.2100-5Cite / embed ↗
14Ryne AI58.71/10059.2%64.1100-6Cite / embed ↗
15TextFix.ai55.88/10056.3%62.4100-7Cite / embed ↗
16WriteHybrid52.14/10052.8%58.9100-8Cite / embed ↗

Reading the board

What each metric means

01 / Overall

AIHT Rating

The published editorial score on a 100-point scale. It determines rank. The original weighting formula is not available, so the displayed components cannot independently reproduce this edition's overall score.

02 / Detection

Detector figure

The existing aggregate detector percentage retained from the comparison records. Sample counts, thresholds and run logs are not published. It is not a probability that a new passage will pass a detector.

03 / Meaning

Meaning preservation

The recorded component for retaining the input's meaning. Higher values represent a stronger assessment in the existing record. The underlying rubric and samples are unavailable for independent verification.

04 / Readability

Readability

The recorded readability component. Several tools share 100; that does not establish perfect writing or statistically identical quality. Compare actual outputs before choosing.

05 / Adjustments

Recorded penalties

Point deductions recorded with the original comparison values. They are already part of the historical record. Do not subtract them again from the displayed AIHT Rating.

06 / Interpretation

Precision is not certainty

Decimals preserve the source values. They are not confidence intervals. Small differences cannot establish a meaningful performance advantage without sample-level evidence.

Publication record

What supports this edition

Published on 8 October 2026, this edition consolidates the site's existing comparison figures. It does not represent a new test cycle.

Read the full methodology →
Published
Overall scores, component figures, tool reviews and edition-specific badges.
Not published
Source prompts and outputs, sample counts, detector versions, run logs and the original weighting formula.
Before a new edition
A dated record, supporting evidence and an explanation of rating changes are required. No trends are inferred from a single edition.

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