SlopTotal

Plans and prices

Every plan, in full

On the record

API access

The self-hosted API requires neither an account nor an API key.sloptotal.com · read 15 Oct 2026

API endpoints

Documented endpoints include full analysis, quick scoring, paragraph scoring, site scanning, file extraction and report retrieval.sloptotal.com · read 15 Oct 2026

Benchmark AUC

The published held-out benchmark reports an AUC of 0.942.sloptotal.com · read 15 Oct 2026

Benchmark size

SlopBench contains 3,252 texts split evenly between pre-ChatGPT human writing and outputs from 14 AI models.sloptotal.com · read 15 Oct 2026

Browser extension

The SlopTotal Chrome extension can mark AI-looking results in Google Search and LinkedIn.github.com · read 7 Oct 2026

Chrome extension

The extension can mark AI-looking content in Google Search and LinkedIn and can point to a selected SlopTotal backend.github.com · read 15 Oct 2026

Code limitation

SlopTotal states that its natural-language engines are not intended to detect AI-written source code.sloptotal.com · read 15 Oct 2026

Detection methods

The engine set combines neural classifiers, GPT-2-based statistical tests and linguistic heuristics.sloptotal.com · read 15 Oct 2026

Edited-text limitation

Humanized AI text was detected at a 55.4% rate in the benchmark's humanizing-prompt slice.sloptotal.com · read 15 Oct 2026

False positives

At the Likely AI threshold, 1.7% of benchmark human texts were classified as AI.sloptotal.com · read 15 Oct 2026

GPU support

CUDA is optional for faster inference; a GPU is not required.github.com · read 15 Oct 2026

Hosted API

The hosted service is available at api.sloptotal.com and uses a shared queue with 30-day report retention.sloptotal.com · read 15 Oct 2026

Human review

The maker says a detector score is evidence rather than a verdict and should not by itself decide a grade, hire or publication.sloptotal.com · read 7 Oct 2026

Input formats

The repository documents text, URLs and extraction from PDF, DOCX, TXT and Markdown files.github.com · read 15 Oct 2026

Licence

The application code is released under the MIT licence, while model weights retain their own licences.github.com · read 15 Oct 2026

Limit: human misclassification example

Korben reports a 2020 human blog post scoring 56.9 and receiving a Likely AI-generated verdict.korben.info · read 15 Oct 2026

Limit: independent test false positives

Korben's 36-text test classified 4 of 12 human samples as AI, all in English.korben.info · read 15 Oct 2026

Limit: independent test misses

In the same test, 9 of 24 AI-written samples were judged clean, all in French.korben.info · read 15 Oct 2026

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