Stage 3Market Mastery8 min read

CLV Durability & Edge Decay

How edges change over time and why CLV matters

You should read this if:

You're betting seriously and need to understand the structural realities of the market.

Prerequisites: CLV

What Is This?

Closing Line Value (CLV) is the difference between your bet price and the closing line. Positive CLV over time is the best predictor of long-term profit. But edges decay as markets get smarter and competitors catch on.

How It Works

AspectExplanationImplication
CLV as indicatorBeating closing lines = having edgeTrack CLV, not just wins
Edge decayMarkets incorporate information faster over timeYesterday's edge may not work tomorrow
CompetitionMore sharps = faster edge decayEasy edges disappear first
AdaptationBooks get better at pricingProps may become as efficient as spreads

Reality Check

  • Positive CLV is the best success metric
  • Edges that worked 2 years ago may not work now
  • You must constantly evolve your approach
  • Some edges are structural and last longer

Example: The Decaying Edge

You found an edge in NBA prop openers - lines were soft at open and moved 3% on average. Your CLV: +5%. Two years later, openers are sharper, CLV dropped to +1.5%.

Outcome:

Edge decayed but didn't disappear. You adapted by finding new angles within the same market.

What to Do

  • Track CLV for all your bets
  • Monitor if your CLV is declining over time
  • Continuously look for new edge sources
  • Accept that some edges will expire

What to Avoid

  • ⚠️Don't assume past CLV predicts future CLV
  • ⚠️Don't rely on a single edge forever
  • ⚠️Don't ignore declining CLV trends

Key Takeaways

  • CLV is the true measure of skill
  • Edges decay - continuous improvement required
  • Diversify edge sources to stay ahead

How DMP Helps

DMP tracks opening vs closing lines so you can measure your CLV over time.

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