The top NHL pick today, Monday, May 18, 2026, is Zach Benson Over 1.5 Shots on Goal (MTL @ BUF, 7:40 PM ET). PropsBot’s AI rates the pick at 64.0% Confidence with a 2.6% Edge Score, meaning the modeled probability sits a hair above the 65% implied by Bovada’s -185. Best available price: Bovada -185.
Below is the full breakdown — Confidence Score, Edge Score, sportsbook odds comparison, and historical hit rate data — so you can make a data-backed decision before the 7:40 PM ET puck drop.
| Window | Hit Rate | Sportsbook | Line | Odds |
|---|---|---|---|---|
| L5 / L10 / L20 | 40% / 40% / 55% | Bovada | 1.5 SOG | -185 |
| Season | 50% | Bovada | 1.5 SOG | -185 |
| H2H vs Montreal | 61% | Bovada | 1.5 SOG | -185 |
Is Zach Benson a good Over 1.5 Shots on Goal bet vs Montreal on May 18, 2026?
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Why Zach Benson Over 1.5 Shots on Goal vs Montreal?
PropsBot’s AI models assigned a 64.0% Confidence Score to Zach Benson clearing over 1.5 shots on goal in this spot. That number lands in the Moderate Confidence band. Edge Score is 2.6% — the model’s read of how mispriced the Bovada line is right now. Confidence Gap sits at -0.9%, the spread between PropsBot’s modeled probability and the 65% baked into the market.
Historical Performance at 1.5 Shots on Goal
Zach Benson has cleared over 1.5 shots on goal in 2 of his last 5, 4 of his last 10, and 11 of his last 20. The H2H vs Montreal sits at 61%, and his season mark against this line is 50%. The season number is the stronger signal; recent variance is going to revert.
Matchup Context: MTL @ BUF
Montreal travels with the league’s higher shots-against rate — they give up the chances. Bovada’s posting -185 (the cheapest juice across the market; DraftKings is -195, BetMGM is -200), with the under-the-line H2H sitting at 61% across the season head-to-head. The thesis is volume-based: Buffalo at home, against an opponent that runs and gives up shots, with Benson coming off a 6-shot game in the same matchup five days ago.
Best Line Available
Bovada -185 is the best line on the board for Over 1.5 SOG tonight. DraftKings -195, BetOnline -196, BetMGM -200 — Bovada’s the only book offering double-digit savings on the juice. Implied probability there is 65%, model wants 65%, which puts the Edge Score at +2.6% and the Conf Gap slightly negative (-0.9%) because the books are mostly in line with the model. The reason the pick still clears the High Confidence band is the matchup-specific signal: Benson’s L5 against MTL specifically shoots well above his overall L5.
How PropsBot Grades NHL SOG Picks
Every PropsBot pick is graded the morning after the game by an automated result-tracker that pulls box-score data from MLB.com / NHL.com / NBA.com / NFL.com and marks the pick Hit, Miss, Push, or Voided (for player non-appearance). The graded outcome is appended to the post via a green/red callout block, and the per-pick history is published at Performance Methodology. Every entry includes the date, line, book, and graded outcome — nothing is retroactively edited.
How PropsBot Models NHL Shots on Goal Props
Benson’s last game was a 6-shot eruption against Montreal — exactly the matchup he’s drawing tonight. The L5 and L10 at 40% mask the spread: he’s either putting up 3-6 (when the game opens up) or sitting at 1 (when Buffalo’s pinned in their own end). Looking at the last 10 games the misses cluster against Boston (defensive script) and the hits cluster against Montreal (track meet). Tonight is the second of those two. Multiple AI models score the prop, then their consensus is summarized into a single Confidence Score and an Edge Score — full methodology at /performance-methodology/.
More NHL Player Props — May 18, 2026
Tonight’s full NHL slate is on PropsBot with Confidence Scores, Edge Scores, and multi-book odds comparisons across every market. Sign up free to read every NHL pick before puck drop.
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Glossary — key terms in this pick
Compare to other AI prop tools
Sources & Verification
- Career stats: Zach Benson on NHL.com
- Advanced metrics: Shot-rate metrics for Zach Benson
- Game info: Canadiens at Sabres on May 18, 2026
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PropsBot is a research and analytics tool — not a picks service. Picks reflect AI model output as of May 18, 2026 and may be updated; see our Corrections Policy for how we handle changes after publication. Odds are subject to change.
Today’s Other AI Picks — May 18, 2026
- Luis Garcia Jr. Under 0.5 Runs Scored (MLB)
- Marcus Semien Over 0.5 Hits (MLB)
- Michael Busch Over 0.5 Hits (MLB)
- Byron Buxton Over 1.5 H+R+RBI (MLB)
- Isaiah Hartenstein Over 8.5 Rebounds (NBA)
See every PropsBot NHL daily pick (newest first): /category/nhl-picks/
