How to Calculate the Optimal Bet Based on Past Performance

Why Past Performance Matters

The numbers on the screen aren’t just numbers; they’re a story about momentum, discipline, and edge. Look: if you ignore the last ten races, you’re basically gambling blindfolded. The past tells you where the odds have tilted, and that tilt is the sweet spot where your bankroll can grow.

Gather the Data

First, pull every result you’ve logged in the last 30 days. No cherry‑picking. Include wins, losses, stakes, and odds. By the way, a spreadsheet is your best friend—drag‑and‑drop those rows until they scream consistency. Then, sort by sport, by market, by any variable that matters to you. The less noise, the clearer the signal.

Crunch the Numbers

Now comes the math. Compute your win‑rate (wins ÷ total bets). Next, calculate the average odds you’ve received—decimal, not fractional. Multiply win‑rate by average odds, subtract the complementary loss factor, and you have your expected value (EV). If EV is positive, you’ve got an edge; if it’s negative, stop betting. Simple as that.

But stop there. Kelly’s Criterion is the holy grail for stake sizing. Formula: (BP – Q) / B, where B is odds minus 1, P is win probability, Q is 1‑P. Plug your EV-derived probability in, and the result tells you the fraction of your bankroll to risk on the next play. Don’t over‑kill it—most pros cap Kelly at half to tame volatility.

Adjust for Variance

Betting isn’t a straight line; it’s a roller coaster. Variance can wreck a perfect Kelly plan in a single losing streak. Here’s the deal: apply a volatility buffer. Subtract a few percentage points from the Kelly fraction, especially if you’re on a short bankroll. That buffer is your insurance against the inevitable swing.

Another trick—use a rolling window. Instead of a static 30‑day frame, shift the window by one day after each bet. This keeps the model fresh, responsive, and less prone to outdated trends. The numbers will shift, but the method stays the same.

Final Actionable Advice

Take your last 30 results, feed them into the Kelly formula, trim the stake by 20%, and place that exact amount on your next high‑EV wager—now go. cesarewitchbetting.com