85.4
Overall quality
out of 100
Benchmark hub
What Certentis can substantiate today.
We publish only metrics produced by a documented test. Where no robust accuracy benchmark exists yet, we show the current evidence status instead of inventing a percentage.
Internal, versioned benchmark · Updated July 28, 2026. These results describe this test run. They do not guarantee the same outcome for every text, language, or future product version.
Humanizer · production run with 10 cases
Humanizer · production run with 10 cases
The Humanizer test combines quality review, semantic comparison, language checks, word ratio, citation checks, and an external AI analysis. No single metric decides the outcome.
91.7
Semantic fidelity
out of 100
10/10
Correct language
in this run
8/10
Exact citations
preserved byte for byte
A result needs context.
The Humanizer test combines quality review, semantic comparison, language checks, word ratio, citation checks, and an external AI analysis. No single metric decides the outcome.
0.98 word ratio
On average, the output was almost the same length as its source text.
92.96% Human + Mixed
The mean of an external document-level AI classification. It is not the share of sentences written by a person.
10 source texts
Every provider received the same sources; one provider produced only nine usable outputs.
Evidence status for all three tools
Benchmark published
Humanizer
Quality, semantics, language, length, citations, and external AI classification were checked in one run.
Output documented
AI Detector
Certentis shows document probabilities and sentence signals. We do not claim an independent, proprietary accuracy benchmark.
Report structure documented
Plagiarism Checker
Matches, sources, and overlap are shown transparently. Complete coverage of the web is not promised.
What this page explicitly does not claim
- 01An AI score does not prove authorship.
- 02A plagiarism report may not find every source that exists.
- 03A strong average does not guarantee an error-free individual result.
- 04An internal benchmark is not a substitute for independent scientific validation.
Certentis Evidence
Evidence before promises.
Results, test rules, and limitations are kept separate so it remains clear what was measured and what was not.
