SlopTotal
VirusTotal for AI text. 23 engines, self-hosted on CPU.
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This is 1 of 58 launches in ai content detection software — see how it stacks up on momentum and crowding →
36 other launches read as similar to this one →
Details
- External ID
- 1274718
- Source
- PH
- Company
- —
- Product
- SlopTotal
- Website domain
- producthunt.com
- Launched
- Oct. 10, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.76
- Tags
- Open Source, Artificial Intelligence, GitHub
Description
VirusTotal for AI slop 🛡️ SlopTotal is an open-source, self-hosted AI text detector. Instead of relying on one model, it runs 23 independent detection engines in parallel locally on CPU to compute one calibrated score. ⚡ 23 Engines: Blends neural classifiers, perplexity & heuristics 🔒 100% Local: Runs on CPU (4-8GB RAM) with zero API calls 📚 Validated: Tested on pre-1920 prose to fix false positives 💻 Open Source: MIT-licensed with live demo & Docker setup
Enrichment
- Niche
- ai content detection software
- Vertical
- Security
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- multi-engine ai text detector for developers
- Manually corrected
- False
Could you build this?
Partial Connecting off-the-shelf NLP models to a local web interface is doable, but orchestrating and calibrating 23 independent engines efficiently on CPU requires ML optimization expertise.
What it would actually take: Requires Python with FastAPI, PyTorch, and ONNX Runtime running quantized transformer models alongside n-gram statistical and perplexity evaluators. The main technical hurdle is parallelizing execution across CPU threads and memory constraints without severe latency, as well as developing a calibrated ensemble weighting scheme. ML systems engineers are needed to optimize model quantization and prevent memory exhaustion under continuous scanning.
Competitors
Other products that read as similar to this one — 36 launches clear the similarity bar, closest 8 shown.
Attention rank: #12 of 37 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 311 days after the earliest competitor.
- anti-ai-slop · github · 2026-09-14 · 68 upvotes · similarity 0.49
- slop-grader · ph · 2026-09-21 · 84 upvotes · similarity 0.46
- ai-slop-detector · github · 2026-10-12 · 58 upvotes · similarity 0.40
- Isitslop.xyz, a free AI-writing detector built on latest research · hn · 2026-06-15 · 5 upvotes · similarity 0.40
- AISlop, a CLI for catching AI generated code smells · hn · 2026-05-29 · 73 upvotes · similarity 0.38
- Slop or not · hn · 2026-03-12 · 19 upvotes · similarity 0.38
- Orislop · ph · 2026-10-11 · 2 upvotes · similarity 0.38
- AI Slop Detector · ph · 2026-09-30 · 2 upvotes · similarity 0.38
Other launches for this product
- No other launches for this product.