What’s Real and What’s Random in NHL Preseason Performance

Ultimately, separating signal from noise in early season NHL betting comes down to experience and holding back. It’s tough to just be stoic about it, we know. Puck fans haven’t seen a meaningful game to bet on since June. The offseason has had enough moves and signings to get everyone hyped for the new season.
But the smart money knows that the NHL’s preseason is defined by mixed signals that you can’t use to build a betting foundation on: short samples, mixed motives from coaches, and lineup inconsistencies.
Still, in all that chaos, there are some real signs of what’s to come. If you know where to look.
The Mirage of Preseason Success
Every fall, NHL training camps generate highlight clips, breakout story chatter in the fan forums, and box scores that look like they might mean something. We’re all trained to look at stat lines and wins and losses like they’re real. Same for player talent. That hotshot rookie skating circles around his team during an intra-squad scrimmage? It gets many of us fired up. But we forget that he’s playing against AHL longshots and vets who aren’t interested in pulling a hammy before the season starts. When he gets into the real games, he can disappear against a real defense or spend most games in the press box as the odd man out.
Even seasoned bettors start wondering if a hot preseason run is a legitimate sign of what’s coming when the real games begin. The truth is though, most of it doesn’t translate.
First up, coaches treat preseason like a hockey lab. Not a scoreboard, where they need wins for the team and for their jobs. They’re looking at a mash‑up of prospects, fringe roster guys, and veterans who are more interested in knocking the rust off and getting loose than proving anything. It’s a random Lego box of pieces that he’s trying to fit together.
That’s why a team that goes 5–1 in September can still open the season 3-10 once the lineups are at full strength. Fan bases yelling in early October that they’ve got a shot at the Cup are quickly brought down to earth.
Bottom line: NHL preseason records have shown almost no correlation to regular‑season point totals.
That doesn’t mean you should ignore the preseason completely. Sharps can always find an edge. They just know you have to look in the right places.
The value is in the patterns, not the results. When teams roll out a new power‑play setup, that means something over 3-4 preseason games. You can see it on their local beat writers’ social media feeds when a new unit is really clicking. Same with a new line combo or defensive pairing that clicks. These can carry over into the NHL regular season, and the edge can come in the early games when the sportsbooks and betting public are still getting their data sorted out. Market inefficiencies pop up and the sharps pounce.
For bettors, the box score matters way less than the way the coaches handled player minutes and lines. Watch which lines survive into the final preseason game. Check how special teams did in the last few games before opening night. Even which goalies get a heavier workload in those games can show you who might be primed to post a shutout in the first week of real NHL games.
What’s Real and What’s Random
Preseason scoring leaders? Maybe they offer some value if a new player or a late breakout player from last season has really been putting the work in and has posted big numbers. But generally these are not good indicators. The big dogs – the ones who end up in the top 10 in points scored or defensive minutes – have barely played yet, so those preseason leaders are likely pretenders.
Defensive rankings are also mostly meaningless. Same with goals against. An elite #1 goalie might let in 5-6 in a preseason game. The box score won’t show you that he had a Swiss cheese defense in front of him all game, filled with players who won’t even make the final cuts. Coaches are still settling on pairings and penalty‑kill units too. It’s all too random to base your bets on.
What’s more real when it comes to preseason data?
- Goalie usage late in camp. If the team’s #1 from last season or a big free agent signing gets most of the final preseason work, it’s a good sign the team plans to lean on him early. Don’t look at his GAA in those final 3-4 games of the preseason, for the reasons we just mentioned, but look at his minutes and read what the locals are saying about him.
- Power-Play minutes with real rosters. In the last preseason NHL game or two, when teams are down to their final cuts, power‑play chemistry can be worth paying attention to. You can see a new line clicking and know that it’ll pay off early in the season, when the other team’s penalty kill units are still finding their legs.
Roster stability. Teams with 2, 3, even 4 settled lines and minimal last‑minute drama will start the season cleaner than those that are still juggling players and combos at the last minute.
NHL Betting Intelligence: Using (and Ignoring) Preseason Data
By now we know the betting rules for regular season games based on preseason action: Don’t bet based on scores or wins and losses. Bet based on clues.
Some key areas where the smart money can find an edge or know what to fade:
- Spot undervalued player props. If a young winger logs top‑line minutes in camp alongside a star center, his early‑season point props might open at a soft number.
- Identify power‑play breakouts. A player moving to the first PP unit in the last few games of the preseason can also be worth early Over plays when it comes to points scored.
- Read goalie workloads. If a team gives one goalie heavy minutes late in preseason, it’s a clear signal for save totals and win markets in October.
- Ignore preseason records. We’ve gone over this. If a team crushed weaker lineups in September – even if the teams they beat are playoff contenders – don’t expect a betting edge in October just from that. Same thing applies if a top team went 1-5. You know that they have very few roster spots to fill and they spent the preseason just getting tuned up and avoiding injuries.
When you’re building your betting approach for October, keep preseason in its lane. It’s a sharp’s notebook, not a betting foundation.