TrueLine Learn
Sharp betting, explained.
CLV methodology, expected value, bankroll strategy, and odds analysis — written for Canadian bettors who want to win long-term.
- ·15 min read
How NHL Starting Goalies Affect Betting Odds: Measuring Line Movement
How much does a starting-goalie announcement move NHL odds? How to measure it properly: no-vig probabilities, projected vs. confirmed starters, and why a line move isn't proof of cause.
NHLCLVStrategy - ·14 min read
How Many Bets Do You Need to Know If You Have an Edge?
Is 100 bets enough to judge a betting strategy? Usually not. Here's how sample size, odds, edge size and CLV decide when your results start to mean something — with real numbers at -110.
CLVStrategyBankroll - ·12 min read
Line Shopping in Sports Betting: How Better Odds Change Your Long-Term ROI
You don't need a better model to raise your ROI — just a better price. We measured 25,082 real MLB odds: shopping nine sportsbooks cut the average price given up to the close by about 75%. Here's how line shopping ties into EV and CLV.
StrategyCLVEV - ·6 min read
Devigging 101: How to Strip Sportsbook Margin and Calculate True Market Probability
Raw betting odds bake in the sportsbook's cut, so they never add up to 100%. Here's how devigging removes the vig — proportional, additive, and Shin/power methods — and how the TrueLine engine uses it to score CLV.
MathStrategyCLVTrueLine Daily - ·5 min read
Key Numbers & Market Efficiency: How to Find CLV in College Football vs. the NFL
The NFL is the most efficient betting market in the world. College football, with 134 FBS teams, is not. Here's the math behind key numbers, the half-point premium, and when closing line value actually forms in each league.
CLVStrategyFootballTrueLine Daily - ·5 min read
The Architecture of Skill: Scaling CLV Across Multi-Sport Slates
Scaling a CLV-based game across WNBA, CFL, MLS, and college football isn't about swapping logos. Here's how we model divergent scoring environments, price step-intervals, and reward edges in inefficient markets.
CLVTrueLine DailyProduct - ·6 min read
Why Closing Line Value Is the True Measure of Betting Skill
Winning a single bet is mostly luck. Consistently beating the closing line is skill. Here's why CLV separates sharp bettors from lucky ones — and how TrueLine Daily lets you test yours in 60 seconds.
CLVFundamentalsTrueLine Daily - ·11 min read
Bankroll Management for Sports Bettors: The Complete Framework
Bankroll management is the difference between bettors who survive variance and bettors who go broke. Here's the complete framework — unit sizing, Kelly Criterion, risk of ruin, and the rules sharp bettors actually follow.
BankrollStrategy - ·9 min read
Expected Value (EV) Betting in Canada: Complete Guide
Expected value is the math that tells you whether a bet is profitable before you place it. Here's exactly how to calculate EV, how to find +EV bets in Canada, and how it pairs with closing line value.
EVFundamentals - ·9 min read
Kelly Criterion for Sports Betting: The Optimal Bet Size Formula
Kelly Criterion is the math behind how much to bet on every wager given your edge. Here's the formula, why most bettors should use fractional Kelly, and a free Kelly calculator built for Canadian bettors.
BankrollFundamentals - ·9 min read
The Best Sports Betting Tracker Apps in Canada (2026)
An honest comparison of the top sports betting tracker apps for Canadian bettors. Pikkit, Betstamp, Action Network, TrueLine — what each one does well, where they fall short, and which is right for your style.
ToolsComparison - ·8 min read
Pinnacle vs. Canadian Sportsbooks: Why Sharps Use Pinnacle as the CLV Benchmark
Pinnacle is the gold standard for closing line value because they don't limit winners and run on the lowest margins in the industry. Here's why that matters for Canadian bettors — and why it's not where you'll place most of your bets.
CLVSportsbooks - ·8 min read
Risk of Ruin in Sports Betting: How to Calculate It (Free Calculator)
Risk of ruin tells you the probability your bankroll goes to zero given your edge, bet size, and starting capital. Here's the math, the formula, and why most bettors get it wrong.
BankrollFundamentals - ·8 min read
What is Closing Line Value? A Canadian Bettor's Guide to CLV
Closing line value is the single best predictor of long-term betting profitability. Here's exactly what CLV means, how to calculate it, and why Pinnacle is the right benchmark for Canadian bettors.
CLVFundamentals