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HN · launched Nov 13, 2026 · 5 upvotes (top 86%) · 0 views
Niche: sports betting and analytics platforms · 111 launches, 18 in the last 7 days ▲ +38% · Explore this niche →
Category and tags
- Media & entertainment
- Analytics & BI
- B2C
- Not AI
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 111 launches in sports betting and analytics platforms →
Could you build this?
Partial The UI (team pages, schedules, model comparison tables) is straightforward to vibe-code. The predictive value depends on reliable, licensed game and box-score data and on tuned rating models, which AI coding alone won't supply.
What it would actually take: A real version needs a dependable feed of play-by-play and box-score data, either from a licensed provider or a robust scraper with ongoing maintenance. The rating systems (Bradley-Terry, Massey, adjusted efficiency) are well documented, but calibrating them and backtesting against historical results requires statistical expertise. The web app itself can be a standard stack such as a Python or Node backend with a database and a scheduled ingestion job.
Discussion
2 comments analyzed.
Competitors
Other products that read as similar to this one : 123 launches clear the similarity bar, closest 8 shown.
Attention rank: #105 of 124 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 380 days after the earliest competitor.
- freethrow-open-data · github · 2026-11-10 · 13 upvotes · similarity 0.49
- HoopsCall · ph · 2026-11-10 · 1 upvotes · similarity 0.49
- Recruit My Game · ph · 2026-09-30 · 1 upvotes · similarity 0.48
- Roster · github · 2026-10-12 · 77 upvotes · similarity 0.46
- Basketlog · ph · 2026-11-12 · 1 upvotes · similarity 0.44
- StudentPerformanceAnalyser · ph · 2026-10-24 · 1 upvotes · similarity 0.43
- Prediction Market Data Aggregate · hn · 2025-11-14 · 5 upvotes · similarity 0.43
- Lean Score · ph · 2026-11-09 · 1 upvotes · similarity 0.43
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.