Penguins vs Oilers Prediction — AI Finds CAN'T MISS NHL Lines & Props (Jan 22)
Updated: 2026-01-20T03:31:50.923562ZBy Remi at Leans.AI — AI picks for ATS, ML, OU & props
The Pittsburgh Penguins travel to Rogers Place to take on the Edmonton Oilers on January 22, 2026, in a matchup featuring high‑octane offenses and star forwards like Sidney Crosby and Connor McDavid facing off. Edmonton is favored at home, but recent trends suggest goals could be plentiful as both clubs have shown tendencies toward over in recent games.
Get key insights, betting trends, and AI-powered predictions to help incorporate into your betting strategies.
GAME INFO
Date: Jan 22, 2026
Start Time: 10:00 PM EST
Venue: Rogers Place
Oilers Record: (25-18)
Penguins Record: (24-14)
OPENING ODDS
PIT Moneyline: +161
EDM Moneyline: -194
PIT Spread: +1.5
EDM Spread: -1.5
Over/Under: 6.5
PIT
Betting Trends
- Pittsburgh has been strong ATS as a road favorite, going 21–7 in their last 28 games as a road favorite of –201 or greater, but they struggle as longer underdogs with a 9–24 mark in their last 33 games as a +201 or longer underdog.
EDM
Betting Trends
- Edmonton has been solid ATS as a home favorite in the –151 to –200 range, with 12 overs in 17 such games, showing that while they frequently cover, they also get involved in higher‑scoring contests.
MATCHUP TRENDS
- Recent trends show both teams’ games frequently hitting the over, with the Penguins having the over in 14 of their last 21 Thursday games and the Oilers with the over in 9 of their last 14 Thursday games, pointing toward a high‑scoring night on both sides.
PIT vs. EDM
Best Prop Bet
- Remi's searched hard and found the best prop for this matchup: E. Bouchard over 24 Time on Ice.
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Pittsburgh vs Edmonton Prediction & Odds:
Free NHL Betting Insights for 1/22/26
On January 22, 2026, a marquee NHL matchup unfolds as the Pittsburgh Penguins face off against the Edmonton Oilers at Rogers Place in a game that combines star power, high scoring potential, and intriguing betting dynamics. Pittsburgh enters this contest following a solid recent performance, including a 4–1 win over the Calgary Flames, showcasing their ability to generate offense and ride momentum into tough road environments. Sidney Crosby remains a centerpiece for the Penguins, producing points consistently and offering a veteran presence capable of tilting tight games. However, Pittsburgh’s ATS history reveals a team that performs better in specific scenarios—especially as a strong road favorite—yet one that can struggle as an underdog, making their betting profile somewhat nuanced. Edmonton, on the other hand, comes into this game with considerable offensive firepower and home advantage that has often translated into ATS success. The Oilers have been productive in recent outings, with a 5–0 shutout of the Blues highlighting their ability to dominate both ends of the ice when clicking offensively and defensively.
Connor McDavid and Zach Hyman have been central to Edmonton’s scoring, with McDavid consistently influencing momentum and outcome through his elite playmaking. Betting markets have positioned the Oilers as favorites, but totals trends strongly favor the over, as both teams’ Thursday games have frequently exceeded expected totals. Historical head‑to‑head data further supports offensive expectations; Edmonton has won the majority of recent meetings, including a 6–4 victory in December, and many of those contests have seen multiple goals from both sides. Special teams and goaltending will play significant roles: if Edmonton’s power play can pressure Pittsburgh’s penalty kill and the Oilers’ goalie holds up in key moments, Edmonton can control pace. Conversely, Pittsburgh’s road resilience and offensive depth could exploit lapses and make this a back‑and‑forth affair. With those elements combined, this game projects as not just a win‑loss battle, but a high‑scoring thriller with multiple tactical layers for fans and bettors alike.
Get live NHL odds and precise AI NHL picks, predictions, and cover probabilities.
VICTORY IN CALGARY. pic.twitter.com/F8n9TBgtl9
— Pittsburgh Penguins (@penguins) January 22, 2026
Pittsburgh Penguins NHL Preview
The Pittsburgh Penguins travel to Edmonton with a mix of momentum and tactical challenges as they prepare to take on one of the league’s most offensively potent squads. Pittsburgh’s recent performances have showcased an ability to generate offense and find chemistry among scoring lines, especially with veterans like Sidney Crosby continuing to produce at a high level. Crosby’s leadership and multi‑point games provide a backbone for this Penguins lineup, complemented by secondary scoring from players like Bryan Rust and Tommy Novak, who have shown they can swing momentum with timely goals. Pittsburgh’s road success often hinges on disciplined play and the ability to convert quality chances early, limiting Edmonton’s opportunities to lean on home‑ice advantage. ATS trends suggest that the Penguins perform well under certain conditions—particularly when favored on the road—but also highlight struggles when positioned as longer underdogs, making their betting profile nuanced in matchups like this one. Defensively, Pittsburgh has had moments of vulnerability, particularly against elite offensive teams, which could be exploited by the high‑end skill of Edmonton’s top line.
Goaltending will be pivotal; a strong showing from Pittsburgh’s netminder can keep this game within reach and give the Penguins a chance to capitalize on transition play and counterattacks. Special teams also factor significantly for Pittsburgh; their power play must be opportunistic and efficient against a structured Oilers penalty kill if they want to tilt the ice in their favor. Transition defense and neutral‑zone coverage will be essential to prevent Edmonton from gaining extended possession and generating high shots against. Pittsburgh’s resilience and ability to stay competitive late into games give them a pathway to pull off an upset or keep this close, especially if they limit turnovers and capitalize on odd‑man rushes. With offensive balance and veteran leadership, the Penguins can challenge Edmonton’s tempo and make this a thrilling, high‑scoring affair, but execution in key moments will determine whether they emerge with a result or fall just short in a tight contest.
Credit: USA TODAY/IMAGN
Edmonton Oilers NHL Preview
The Edmonton Oilers come into this matchup in strong offensive form and with a home crowd ready to bolster their push for a significant mid‑season win. Edmonton’s recent 5–1–2 stretch underscores their ability to produce goals and convert quality scoring chances, with star forward Connor McDavid often leading the charge through dynamic playmaking and elite vision on the ice. Zach Hyman’s contributions alongside McDavid have given the Oilers a consistently dangerous top line, while secondary scoring from players like Vasily Podkolzin and Mattias Ekholm helps keep opposition defenses honest. Edmonton’s defense has been a blend of structure and opportunism; when opponents overcommit, the Oilers are quick to transition and strike. The Oilers’ goaltending tends to be steady, with the netminder capable of making pivotal saves when the game’s momentum swings. Holding serve at home has been a key strength for Edmonton, and recent ATS trends as a home favorite in the moderate range reflect this capacity to control games and deliver results in front of their fans.
Special teams play a meaningful role in Edmonton’s success; their power play operates with efficiency, creating lanes for McDavid and company to generate high‑danger opportunities. The penalty kill also assists in muting opposition momentum, giving the Oilers chances to reset and attack with structure. In this matchup, Edmonton’s home ice and offensive balance put them in a strong position to control pace and pressure Pittsburgh into reactive play. If they can sustain zone time, limit turnovers, and capitalize on power plays, the Oilers could secure both a win and a cover, leaning on their aggressive forecheck and multi‑layered scoring threats to build and protect a lead throughout the contest.
Kasperi Kapenen recording a pair of goals in the #Oilers 6-0 victory over Vancouver is the WD-40 Next Level Performance of the Week! ⭐️ pic.twitter.com/Fl8TOsxJew
— Edmonton Oilers (@EdmontonOilers) January 21, 2026
Pittsburgh vs Edmonton Prop Picks (AI)
Remi is pouring through mountains of datapoints on each team. In fact, anytime the Penguins and Oilers play there’s always several intriguing trends to key in on. Not to mention games played at Rogers Place in Jan rarely follow normal, predictable betting trends.
Pittsburgh vs Edmonton Prediction (AI)
Remi, our AI sports genius, has been pouring over tons of data from every past game between the Penguins and Oilers and using recursive machine learning and impressive AI to analyze the data to a single cover probability.
Remi has been most keyed in on the trending emphasis emotional bettors tend to put on Edmonton’s strength factors between a Penguins team going up against a possibly improved Oilers team. It appears the true game analytics might reflect a moderate lean against one Vegas line in particular.
Unlock this in-depth AI prediction and all of our NHL AI picks for FREE now.
Below is our current AI Pittsburgh vs Edmonton picks, computer picks Penguins vs Oilers, best bets, model edges, confidence ratings.
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DATE | GAME | LEAN | %WIN | UNITS | LEVEL |
|---|---|---|---|---|---|---|
| NHL | 3/12 | EDM@DAL | UNLOCK THIS PICK | 1 |
INTEL
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These picks update as information changes—injury reports, and market movement. Each line shows our model’s fair price, the edge versus the market, and a unit confidence rating (1–10). Odds and availability vary by sportsbook and time. Edges are computed against the listed price; value may change after line moves. Always shop for the best number. See the full NHL schedule.
Pittsburgh Betting Trends
Pittsburgh has been strong ATS as a road favorite, going 21–7 in their last 28 games as a road favorite of –201 or greater, but they struggle as longer underdogs with a 9–24 mark in their last 33 games as a +201 or longer underdog.
Edmonton Betting Trends
Edmonton has been solid ATS as a home favorite in the –151 to –200 range, with 12 overs in 17 such games, showing that while they frequently cover, they also get involved in higher‑scoring contests.
Penguins vs. Oilers Matchup Trends
Recent trends show both teams’ games frequently hitting the over, with the Penguins having the over in 14 of their last 21 Thursday games and the Oilers with the over in 9 of their last 14 Thursday games, pointing toward a high‑scoring night on both sides.
Pittsburgh vs. Edmonton Game Info
Pittsburgh vs Edmonton starts on January 22, 2026 at 10:00 PM EST.
Venue: Rogers Place.
Spread: Edmonton -1.5
Moneyline: Pittsburgh +161, Edmonton -194
Over/Under: 6.5
Pittsburgh: (24-14) | Edmonton: (25-18)
Remi's searched hard and found the best prop for this matchup: E. Bouchard over 24 Time on Ice.. Prices move—always shop for the best number.
Recent trends show both teams’ games frequently hitting the over, with the Penguins having the over in 14 of their last 21 Thursday games and the Oilers with the over in 9 of their last 14 Thursday games, pointing toward a high‑scoring night on both sides.
PIT trend: Pittsburgh has been strong ATS as a road favorite, going 21–7 in their last 28 games as a road favorite of –201 or greater, but they struggle as longer underdogs with a 9–24 mark in their last 33 games as a +201 or longer underdog.
EDM trend: Edmonton has been solid ATS as a home favorite in the –151 to –200 range, with 12 overs in 17 such games, showing that while they frequently cover, they also get involved in higher‑scoring contests.
See our latest NHL picks and odds pages for 2026 to compare prices before you bet.
Pittsburgh vs. Edmonton Odds
Remi is pouring through mountains of data on each line. In fact, anytime the Pittsburgh vs Edmonton trends are analyzed, there’s always several intriguing angles to key in on. Not to mention games played at extreme travel distance seemingly never follow normal, predictable patterns.
| PIT Moneyline | +161 |
|---|---|
| EDM Moneyline | -194 |
| PIT Spread | +1.5 |
| EDM Spread | -1.5 |
| Over / Under | 6.5 |
Pittsburgh vs Edmonton Live Odds
| Games | PTS | ML | SPR | O/U | |
|---|---|---|---|---|---|
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Mar 13, 2026 7:00PM EDT
Los Angeles Kings
New York Islanders
3/13/26 7PM
Kings
Islanders
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–
–
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+118
-140
|
+1.5 (-225)
-1.5 (+185)
|
O 5.5 (-115)
U 5.5 (-105)
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Mar 13, 2026 8:00PM EDT
Edmonton Oilers
St Louis Blues
3/13/26 8PM
Oilers
Blues
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–
–
|
-145
+122
|
-1.5 (+158)
+1.5 (-190)
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O 6.5 (-115)
U 6.5 (-105)
|
NHL Past Picks
Remi—our in-house AI—prices every game and prop using multi-season priors, tempo/efficiency, injury/usage signals, and market movement.
We publish fair prices, recommended “buy-to” numbers, and confidence so you can bet prices, not teams.
This preview covers Pittsburgh Penguins vs. Edmonton Oilers on January 22, 2026 at Rogers Place.
Odds shown reflect widely available numbers and may update closer to kickoff.
Want more? Check live edges, player props, and line moves on our NHL odds pages, and compare prices before you place a bet.
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NHL |
LEAN | %WIN | UNITS | RESULT |
|---|---|---|---|---|
| FLA@NYI | NYI +127 | 48.9% | 1 | WIN |
| WPG@NJ | WPG +110 | 49.3% | 1 | WIN |
| NJ@SEA | NJ -120 | 54.9% | 2 | WIN |
| FLA@CHI | OVER 5.5 | 57.1% | 3 | WIN |
| NJ@EDM | NJ +151 | 44.0% | 1 | WIN |
| CLB@PIT | PIT -120 | 54.7% | 3 | LOSS |
| MIN@BUF | BUF -120 | 55.6% | 4 | LOSS |
| ANA@LA | ANA +128 | 47.6% | 1 | WIN |
| NSH@COL | UNDER 6.5 | 53.8% | 3 | LOSS |
| CGY@CHI | CHI -118 | 54.8% | 3 | LOSS |
| EDM@NSH | NSH +115 | 51.0% | 1 | WIN |
| DAL@ANA | DAL -116 | 54.0% | 3 | LOSS |
| FLA@BUF | BUF -115 | 55.8% | 4 | LOSS |
| NJ@WPG | WPG -122 | 55.5% | 4 | WIN |
| SEA@CGY | SEA +137 | 46.5% | 1 | WIN |
| NSH@CGY | CGY -118 | 57.5% | 4 | LOSS |
| BUF@CLB | BUF -108 | 59.7% | 4 | LOSS |
| WPG@TOR | TOR -133 | 58.8% | 4 | WIN |
| MIN@SJ | SJ +150 | 47.4% | 1 | WIN |
| WAS@FLA | FLA -118 | 56.6% | 3 | WIN |
| MIN@WPG | MIN -113 | 55.1% | 4 | WIN |
| PHI@CHI | PHI -125 | 56.1% | 4 | WIN |
| DAL@DET | DAL -125 | 58.0% | 6 | LOSS |
| ANA@CLB | ZACH WERENSKI OVER 1.5 BLOCKS | 54.4% | 4 | LOSS |
| NSH@STL | NSH -105 | 53.3% | 3 | WIN |
| OTT@WPG | OVER 5.5 | 54.0% | 3 | LOSS |
| TB@NYI | TB -130 | 60.9% | 6 | LOSS |
| LV@NYI | NYI +120 | 46.1% | 1 | WIN |
| BUF@CGY | OVER 5.5 | 52.2% | 1 | WIN |
| MIN@CGY | MIN -115 | 56.5% | 6 | LOSS |
| PIT@TB | UNDER 6.5 | 54.8% | 3 | LOSS |
| TOR@FLA | OVER 6 | 53.8% | 3 | PUSH |
| MON@LV | OVER 6 | 54.4% | 4 | LOSS |
| PHI@FLA | SAM BENNETT UNDER 2.5 SHOTS ON GOAL | 54.1% | 4 | LOSS |
| BOS@NYI | MATHEW BARZAL OVER 0.5 ASSTS | 54.4% | 4 | LOSS |
| CLB@WAS | OVER 6.5 | 54.2% | 3 | LOSS |
| CLB@DET | DET -135 | 67.0% | 6 | WIN |
| STL@PHI | UNDER 5.5 | 54.6% | 4 | WIN |
| CAR@MIN | OVER 6 | 56.4% | 4 | WIN |
| PHI@STL | JORDAN BINNINGTON UNDER 22.5 SAVES | 54.4% | 4 | LOSS |
| CLB@SEA | CLB +110 | 44.6% | 1 | WIN |
| MIN@NYI | MATHEW BARZAL OVER 0.5 PTS | 56.6% | 6 | WIN |
| PHI@NSH | NSH -122 | 55.7% | 3 | LOSS |
| SJ@SEA | JORDAN EBERLE OVER 0.5 ASSTS | 53.3% | 3 | LOSS |
| CAR@NYR | OVER 5.5 | 53.5% | 3 | LOSS |
| PIT@TOR | OVER 6.5 | 53.5% | 3 | WIN |
| VAN@NSH | OVER 5.5 | 53.9% | 3 | WIN |
| NJ@ANA | ANA +110 | 44.8% | 1 | WIN |
| DET@ANA | DET -100 | 51.5% | 3 | LOSS |
| NYI@CAR | UNDER 6.5 | 54.1% | 4 | LOSS |
| WPG@MIN | WPG -115 | 56.4% | 4 | WIN |
