The Jets have reset expectations, while the Oilers, Leafs, Canadiens, Canucks, Senators and Flames show different early price gaps.
Four days ago, the question was not which Canadian NHL team was best. It was which teams were being asked to live up to expectations they had not earned, and which ones were accomplishing more than the market was pricing in.
The opening week has already started testing those assumptions.
Our first Canadian expectation board had the Canadiens as the clearest team outperforming their price. The Leafs, Jets and Oilers sat at the opposite end because their results had repeatedly failed to justify the expectations built into their numbers. The Senators looked closer to fair, while the Canucks and Flames required much more attention to where they were playing.
Nothing that happens in three or four games should erase a full season. What the first week can reveal is where expectations have moved fastest.
Think of the price data as an expectation meter. A positive return does not simply mean a team has been profitable. It means the team has won more often than the prices attached to it required. A negative return means the opposite: the market expected more than the results delivered.
That distinction becomes especially useful when the standings and the expectation meter disagree.
The Oilers Explain the Entire Idea
The Oilers are 2-0-1. Connor McDavid has nine points. They have scored 17 goals in three games and collected five of six available standings points.
The expectation meter is still negative.
Across those first three games, the Oilers’ moneyline results sit at -13.99%. Last season they finished at -14.36%.
That does not mean Edmonton has played poorly. It means the market already expected Edmonton to be very good.
When McDavid and the Oilers enter games carrying heavy favourite prices, ordinary winning is not enough to exceed expectations. They can take five of six points and still perform almost exactly like the team that spent last season failing to clear a very high market bar.
This is why standings alone cannot tell us whether perception is running ahead of performance. Edmonton is winning. The market expected Edmonton to win.
The more interesting development remains scoring. Two of the Oilers’ first three games have cleared the full-game total, and Edmonton has exceeded its own team total twice. That follows a 2025-26 season in which Oilers games already produced a strong Over profile.
The early message is not that the Oilers are disappointing. It is that expectations remain enormous.
The Jets Have Moved the Most
The Jets are the strongest early challenge to the original board.
Winnipeg finished last season with an -18.15% moneyline return. That was the profile of a team whose reputation and prices demanded significantly more than a 35-35-12 season delivered.
Then the biggest source of that reputation disappeared from the opening roster.
Connor Hellebuyck requested a trade, did not report to training camp and was suspended. The Jets entered the season trying to replace a three-time Vezina winner with Stuart Skinner and Clay Stevenson while coming off a year in which they missed the playoffs.
Expectation fell with him.
The Jets are now 2-0-1 in the standings, and their three tracked moneyline decisions have produced a +39.71% return. More revealingly, they have won both tracked road games at prices generous enough to produce +2.55 units.
That sample is microscopic. The mechanism behind it is more interesting.
Last season the Jets were being priced like a team with Hellebuyck’s credibility still attached to it. This season the uncertainty surrounding him may have pushed expectations down quickly enough that competent hockey can exceed them.
Winnipeg does not have to prove it is secretly elite for the original read to change. It only has to show that the market became too pessimistic while adjusting to life without its franchise goalie.
The Canadiens Are Changing the Question
The original Canadiens case was unusually clean.
They finished last season at +7.78% overall and +22.27% away from home. Montreal was repeatedly treated like a team that needed underdog compensation, then won often enough to make those expectations look too low.
The first week has not continued that pattern neatly.
The Canadiens are 1-1-1 in the standings. The market tracker records that as one win and two losses because an overtime loss still fails to cash a regulation moneyline ticket. That leaves the early moneyline reading at -34.38%.
Three decisions do not overturn 101 from last season. They do suggest the more interesting expectation gap may be moving elsewhere.
All three Canadiens games have produced a first-period Over. Montreal has exceeded its own team total in two of three. The Habs scored five in Pittsburgh and four against Carolina, and their games have become much more open than the old image of a young team simply trying to survive against stronger opponents.
The market may be catching up to Montreal’s ability to win. It may still be catching up to how much offense this roster can create and concede.
That is a different form of being underestimated.
The Senators Are Asking for an Upgrade
The Senators began closest to neutral because last season did not show a dramatic expectation error in either direction.
Ottawa was -5.94% on the moneyline in 2025-26. Through three games this season, the Senators are 2-1 and the same tracker sits at +30.77%.
More interestingly, they have exceeded their team total in all three games.
That does not mean the Senators should suddenly be treated like a contender whose true level has been discovered in a week. It means the early evidence is pushing in one direction: expectations may still be slightly behind the amount of offense Ottawa can generate.
The Detroit loss Tuesday also provides a useful check against getting carried away. Ottawa scored three times and created offense, but defensive mistakes and special teams still gave the Red Wings enough to win 5-3.
The Senators have moved from fair toward interesting. They have not moved far enough to call the market wrong yet.
The Leafs Tax Has Shrunk
The Leafs finished last season with one of Canada’s largest expectation deficits at -19.84%.
That was not an argument that Toronto lacked talent. It was almost the opposite. The Leafs’ stars, fan base and regular-season reputation continually produced prices that demanded a lot from them.
Four games into 2026-27, that gap has narrowed considerably. Toronto is 2-2, and its early moneyline reading is only -3.85%.
The Leafs have therefore come much closer to delivering what was expected of them.
There is also an unusual scoring split developing. Three of four Toronto games have produced a first-period Over, continuing a pattern that was already positive last season. Yet three of four full games have finished Under the closing total, and the Leafs have stayed below their own team total three times.
Toronto’s games have started open without necessarily remaining open.
All four have also been decided by one goal. That is another reason not to read too much into a 2-2 record. The Leafs look closer to market expectations than they did last season, but nothing in four one-goal games suggests the reputation premium has disappeared.
The Canucks Still Depend on Location
The Canucks were the strangest team on the original board because their overall number hid two different expectation environments.
Vancouver finished last season at -27.75% overall and an extraordinary -50.79% at home. On the road, the deficit was only -3.46%.
The first four games have done very little to simplify that story.
The Canucks are 2-2. Their overall market return is positive because their lone tracked road victory came at a large enough price to create a substantial expectation surplus. At home, however, they are 1-2 with a -32.26% return.
One road game cannot establish a new road trend. Three home games can at least remind us why the old split mattered.
Expectations appear to rise quickly when Vancouver is at Rogers Arena. Away from home, skepticism creates a much lower bar.
The offense is also worth watching. The Canucks have exceeded their team total in three of four games, giving the early season a more aggressive scoring profile than the overall 2-2 record implies.
For Vancouver, the useful question remains less “Are the Canucks good?” and more “How much is the market already assuming because of where they are playing?”
The Flames Have Not Reached Pessimism Yet
The Flames entered the season with one of the easiest expectation cases to understand.
They had already underperformed their prices last year, particularly away from home, where the tracker finished at -38.44%.
Calgary is now 0-3. Every tracked moneyline decision has lost. More revealingly, the Flames have stayed below their own team total in all three games.
They have scored three goals while allowing 16.
Two of Calgary’s three games have still cleared the full-game total, which tells us exactly what is happening. The games themselves can become high scoring without the Flames producing much of that offense.
The market entered the season skeptical of Calgary. The first week suggests it may not have been skeptical enough.
That can eventually correct itself. A long losing streak pushes expectations downward, and once prices fall far enough even a flawed team can become underestimated.
The Flames do not appear to be there yet.
What Has Actually Changed?
The most important update is not that one Canadian team won two games and another lost three.
It is how those results compare with what was already expected.
The Jets have moved the most. Their uncertainty pushed expectations down, and their 2-0-1 start has immediately exceeded that lower bar.
The Oilers have done almost the opposite. Their 2-0-1 record looks strong in the standings and ordinary against the expectations attached to McDavid and one of the league’s most respected rosters.
The Leafs are closer to fair than they were last season, although their reputation still prevents expectations from falling very far. The Canucks continue to look like two teams depending on venue. The Senators have earned a small upgrade. The Flames have justified the pessimism and then gone beyond it.
The Canadiens are the most interesting transition. Last season they were primarily a story about winning more often than their prices expected. This week the stronger gap has appeared in how much scoring their games are producing.
That is what an expectation board should do. It should change before the standings make the change obvious.
Three games do not tell us who Canada’s best team will be in April. They can tell us which reputations the market is already reconsidering in October.
Sources
EVAnalytics, NHL team market data through October 7, 2026 | NHL, October 7, 2026 — current team records and statistics | NHL / Winnipeg Jets, August-September 2026 — Connor Hellebuyck trade request and suspension | NHL, October 2026 — Oilers, Canadiens, Senators, Leafs, Canucks, Jets and Flames opening-week game coverage