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HN · launched Aug 18, 2026 · 6 upvotes (top 69%) · 0 views
Niche: ai agent evaluation platforms · 182 launches, 8 in the last 7 days ▼ -50% · Explore this niche →
Category and tags
- Horizontal
- B2C
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 182 launches in ai agent evaluation platforms →
Could you build this?
Yes It is a simple client-side browser app executing a small statistical or lightweight transformer model (e.g., ONNX / Transformers.js) to score text perplexity/burstiness.
Discussion
4 comments analyzed.
Competitors mentioned: ChatGPT
Concerns raised: Only trained on Opus 5, Inaccurate on ChatGPT-generated text
Feature requests: Add animations highlighting sentences, Show scoring visualization
Competitors
Other products that read as similar to this one : 138 launches clear the similarity bar, closest 8 shown.
Attention rank: #102 of 139 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 287 days after the earliest competitor.
- RoboFoundry · github · 2026-09-27 · 30 upvotes · similarity 0.45
- Mr_Robot · github · 2026-09-27 · 12 upvotes · similarity 0.45
- Theseus Robotics: Humanoids for the Retail Aisle · yc · 2026-11-07 · 16 upvotes · similarity 0.44
- Synphony - Automating Agriculture With Robots · yc · 2026-05-21 · 11 upvotes · similarity 0.41
- robotics · github · 2026-10-30 · 38 upvotes · similarity 0.41
- Shepherd Robotics — Robots for Data Centers and Advanced Manufacturing · yc · 2026-10-23 · 63 upvotes · similarity 0.40
- GrazeMate (Now Brumby): Drones that Herd Cattle · yc · 2026-02-02 · 31 upvotes · similarity 0.39
- RoboDawn · github · 2026-09-22 · 22 upvotes · similarity 0.39
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.