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Lean Score

Sports betting research with the receipts behind every angle

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Player prop hit rates, trends ranked by how unlikely they are by luck, live odds from 13 books and model leans, for the NFL, NBA, NHL, MLB, college football & basketball and soccer. Every number shows the games behind it. Research, not picks.

PH · launched Nov 9, 2026 · 1 upvote (top 65%) · 0 views

Niche: sports betting and analytics platforms · 111 launches, 19 in the last 7 days ▲ +36% · Explore this niche →

Category and tags
  • Media & entertainment
  • Analytics & BI
  • B2C
  • Not AI
  • Commercial product
  • Sports
  • Education
  • Artificial Intelligence

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More like this: all 111 launches in sports betting and analytics platforms →

Could you build this?

Partial The UI, hit-rate calculations, and game-by-game receipts are straightforward to vibe-code. The hard part is the data: reliable historical player stats, live odds from 13 books, and a credible model for leans need licensed sports data feeds and quantitative modeling expertise.

What it would actually take: A real version needs a stack with a web frontend and a Postgres or similar store for historical box scores and odds snapshots. It requires paid feeds such as Sportradar, SportsDataIO, or a licensed odds aggregator, plus ingestion pipelines for six leagues. The statistical layer (significance testing for trends, prop modeling, backtesting) needs a sports analyst or data scientist to validate it.

Competitors

Other products that read as similar to this one : 330 launches clear the similarity bar, closest 8 shown.

Attention rank: #103 of 331 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 360 days after the earliest competitor.

  • bettly · ph · 2026-09-27 · 2 upvotes · similarity 0.59
  • LineScout · ph · 2026-11-07 · 1 upvotes · similarity 0.58
  • Clutchbell · ph · 2026-11-10 · 1 upvotes · similarity 0.57
  • Pickny · ph · 2026-11-03 · 1 upvotes · similarity 0.57
  • SharpCapper · ph · 2026-11-14 · 1 upvotes · similarity 0.56
  • LazyEdge · ph · 2026-10-21 · 1 upvotes · similarity 0.56
  • AiSports · ph · 2026-10-29 · 1 upvotes · similarity 0.55
  • BreadSync · ph · 2026-10-05 · 1 upvotes · similarity 0.53

Related data

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.