Best-of-7 ยท 1,000,000 simulations ยท 4 data sources

Break the
Chalk.

Monte Carlo simulation optimized for NHL playoff pools. Best-of-7 series modeling, goaltending variance, and EV-optimized picks for your exact scoring format.

๐Ÿ’ 2026 NHL Playoffs โ€” Starts April 12

Get Your Bracket โ€” $7

How ChalkBreaker Works

๐Ÿ“ก
STEP 01

We gather the data

Real-time standings from NHL.com, advanced metrics (xG%, GSAx) from MoneyPuck, power play and penalty kill percentages. All verified, all cited.

๐ŸŽฒ
STEP 02

We simulate 1,000,000 playoffs

Every series modeled game-by-game. 2-2-1-1-1 home ice. Overtime compression. Goaltending variance. Not vibes โ€” statistics.

๐ŸŽฏ
STEP 03

We optimize for YOUR pool

Expected Value optimization means we don't just pick likely winners. We pick the bracket that scores the most points in your specific format.

Why Hockey Pools Are Beatable

Most people just pick the higher seed. Here's what they miss:

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Loser Points Are a Lie

The NHL awards a point for overtime losses. This inflates standings. A team with 90 points and 25 regulation wins is weaker than one with 86 points and 35 regulation wins. We strip the noise.

๐Ÿฅ…

Goaltending Is the Great Equalizer

A hot goalie can steal any series. Our model uses Goals Saved Above Expected (GSAx) to identify which teams have elite or volatile goaltending going into the playoffs.

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Expected Goals > Actual Goals

5-on-5 expected goals percentage (xG%) is a far better predictor of playoff success than raw goal totals. Teams living off unsustainable shooting luck get exposed.

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Seed โ‰  Strength in the NHL

NHL playoff seeding is based on division standing, not pure quality. A wild card team can be stronger than a division runner-up. Our ratings see through the brackets.

Pick Your Pool Format

Your bracket is optimized for your specific pool scoring. Different format = different optimal picks.

One-time payment ยท Instant bracket ยท Includes PDF download

Verified Data Sources

โœ“ NHL Official APIโœ“ NHL Stats APIโœ“ MoneyPuck.comโœ“ All data cited with retrieval dates

chalkbreaker.com โ€” Break the chalk. Beat the pool.

Model predictions are probabilistic estimates based on publicly available data. Not financial or gambling advice.