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6/10

CapGrade: NHL Contract Value Analyzer

A fantasy and analytics tool that grades every NHL player's contract using point shares, primary assists, and two-way production so fans can instantly see who is a bargain and who is overpaid.

Target user

Fantasy hockey players and analytics-loving NHL fans

Features
  • Player value grade updated nightly from official NHL stats
  • Contract vs production chart that adapts as peers sign bigger deals
  • Fantasy draft optimizer that surfaces underpaid producers
  • Push alerts when a team signs a surprising value contract
Why now

The NHL salary cap is exploding past $100M and recent mega-deals like Eichel and Marner are being judged against a moving market of even pricier peers, fueling nonstop fan debate that needs a calculator to settle it.

Signals · overall 6/10
Demand
6/10

Active fan debate around Marner/Eichel mega-deals drives interest and there are multiple fantasy/analytics sites (FantasySP, Dobber/FrozenPool, DailyFaceoff) targeting NHL fantasy players, but hockey is a much smaller market than fantasy football/baseball so depth is limited.Mitch Marner Fantasy Outlook & StatsMitch Marner - Fantasy Hockey Game Logs, Advanced Stats, NHL Edge

Whitespace
3/10

The market is crowded: BenchRates already ships an 'NHL Contract Analyzer' with Power Score, Contribution, and Paid Contribution metrics that closely mirrors CapGrade's pitch, alongside PuckPedia, Evolving-Hockey, AFP Analytics, PuckVision, CapWages, Benchwarmers, and the now-defunct CapFriendly whose users have largely migrated.NHL Contract Analyzer: Evaluate Value, Cap Hit & Performance | BenchRatesCapfriendly alternatives - Top 19 similar sitesAFP Analytics | NHL

Monetization
5/10

Evolving-Hockey runs paid subscriptions and AFP Analytics sells consulting and Max Stat/Max Term Pod products, proving some fans and teams pay for deeper models; however BenchRates and PuckPedia offer overlapping free tools, capping how much a new entrant can charge before differentiation kicks in.Subscription Options - Evolving-HockeyAFP Analytics | NHL

Longevity
7/10

Every offseason brings new contracts and the same online arguments, so demand resets annually

Feasibility
7/10

NHL contract data is publicly scraped (PuckPedia, CapWages already do it) and stats come from public NHL API/Natural Stat Trick, so a basic Cap Hit % vs. production tool is buildable in weeks; reaching BenchRates/AFP-grade GAR or RAPM-style modeling is meaningfully harder and requires a data engineering and modeling edge.NHL Salary Cap, Player Contracts and Salary Cap Analysis | PuckPediaNHL Contract Analyzer: Evaluate Value, Cap Hit & Performance | BenchRates

mitch marner · 200+ searches · CAGoogle Trends · 2026-07-22 (2d ago)