Penguins vs Flames Prediction — AI Finds CAN'T MISS NHL Lines & Props (Jan 21)
Updated: 2026-01-19T03:31:50.923562ZBy Remi at Leans.AI — AI picks for ATS, ML, OU & props
The Pittsburgh Penguins (23–14–11) visit the Calgary Flames (21–23–5) on January 21, 2026 at the Scotiabank Saddledome in a rematch of their early season battle, with Calgary taking a 2–1 win in their first meeting. Pittsburgh arrives off a recent strong stretch after a 6–3 win that showcased scoring depth, while Calgary looks to build on a momentum‑boosting victory that snapped a skid and tighten up its inconsistent campaign.
Get key insights, betting trends, and AI-powered predictions to help incorporate into your betting strategies.
GAME INFO
Date: Jan 21, 2026
Start Time: 10:30 PM EST
Venue: Scotiabank Saddledome
Flames Record: (21-23)
Penguins Record: (23-14)
OPENING ODDS
PIT Moneyline: -118
CGY Moneyline: -102
PIT Spread: -1.5
CGY Spread: +1.5
Over/Under: 6
PIT
Betting Trends
- Pittsburgh has had a solid ATS run on the road this season, going slightly above .500 away and posting favorable ATS results in general, especially when scoring three or more goals.
CGY
Betting Trends
- Calgary’s ATS performance at home has been mixed, winning cover opportunities in more than half of its home games but struggling to maintain consistency against stronger offensive teams.
MATCHUP TRENDS
- Head‑to‑head and team scoring trends suggest this matchup often leans toward the over on totals, as Pittsburgh’s balanced scoring and Calgary’s tendency toward moderate scoring combine for games with multiple goal opportunities.
PIT vs. CGY
Best Prop Bet
- Remi's searched hard and found the best prop for this matchup: S. Crosby over 2.5 Shots on Goal.
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Pittsburgh vs Calgary Prediction & Odds:
Free NHL Betting Insights for 1/21/26
Wednesday’s clash between the Pittsburgh Penguins and the Calgary Flames sets up a compelling battle of styles and recent trajectory in the NHL regular season. Pittsburgh enters this game with a 23–14–11 record and has shown a knack for strong offensive performances throughout the season. The Penguins scored six goals in their most recent outing, demonstrating that their forward group is clicking at a critical point in the campaign and giving them confidence as they travel west. Sidney Crosby continues to be a central figure in Pittsburgh’s attack, and Bryan Rust leads by example with consistent goal production. Pittsburgh’s record on the road has been respectable — bolstered by the team’s ability to generate offense and stay stout defensively when it matters most — and its power play sits among the better units in the league this season. Calgary, on the other hand, has had a more up‑and‑down year, sitting just below .500 overall and showing flashes of potential mixed with extended stretches of inconsistency. The Flames’ home record is respectable, and they landed a win in the first meeting of the season, a low‑scoring 2–1 decision that underscored how tight these matchups can be when goaltending takes center stage.
Calgary’s recent special teams efforts — including a shorthanded goal and a strong penalty kill — give them some tactical edge moments, but their offense has lagged at times. From a betting perspective, this game has several intriguing angles. Pittsburgh’s tendency to cover and Calgary’s mixed home ATS results make the spread and moneyline dynamic interesting, and totals wagering could lean toward a higher scoring outcome depending on how the Flames respond to the Penguins’ aggressive attack. Both teams have skated in competitive games, and momentum from recent results could shape the style of play from puck drop. Expect a moderately fast tempo, with Pittsburgh pushing possession and Calgary looking to capitalize on transition chances and structured defensive play. Given that this is the second meeting of the season, both clubs will have the earlier matchup in mind as they adjust strategies, particularly on the power play and better puck management. Overall, this is a game where offensive production and special teams could be decisive, making it an engaging Wednesday night showdown in western Canada.
Get live NHL odds and precise AI NHL picks, predictions, and cover probabilities.
Off the ice, Connor Clifton is a down-to-earth guy who brings a wicked sense of humor to the Penguins.
— Pittsburgh Penguins (@penguins) January 20, 2026
Get to know Cliffy: https://t.co/AaPA8rbXkF pic.twitter.com/I3VAFmjnP0
Pittsburgh Penguins NHL Preview
The Pittsburgh Penguins head into this January 21 road matchup against the Calgary Flames off strong recent play and with offensive confidence brimming after a six‑goal performance in their latest contest. Pittsburgh boasts a 23–14–11 record, and its offense has been one of its biggest strengths this season, scoring at solid rates and riding contributions from multiple forward lines. Sidney Crosby remains a driving force, consistently creating chances and delivering timely points, while Bryan Rust has emerged as a key producer as well. The Penguins’ depth is a significant asset; when their secondary scorers contribute, it alleviates pressure on the top line and creates matchup dilemmas for defenders. Their power play — ranked among the more effective units league‑wide — further bolsters their ability to tilt games in their favor, especially when they establish an early lead and force the opposition to chase. Defensively, Pittsburgh is responsible and disciplined, giving up fewer goals per game than many counterparts and keeping contests within reach even when the offense temporarily cools off. Their road performance this season has reflected that balance: the Penguins can generate offense in hostile environments and remain structurally sound in their own end.
Their ability to stay competitive and manage possession has shown up recently in games where they’ve limited high‑danger chances against, and that consistency bodes well on the road. Pittsburgh’s recent ATS numbers also suggest they can handle away challenges effectively, particularly when they reach three or more goals, as they’ve done frequently. In addition, the contextual storyline from their previous meeting with Calgary — a narrow 2–1 loss in which both goaltenders shined and offensive opportunities were hard‑earned — gives the Penguins a blueprint of what to adjust and where to find success in this second encounter. For Pittsburgh to come away with a victory in Calgary, they’ll need to control the tempo early, avoid unforced errors in their zone, and sustain pressure in the offensive end. Winning the special teams battle could prove critical, as scoring with the man advantage would force Calgary to adapt its defensive coverage and potentially open up space at even strength. If the Penguins stick to their structure and let their forward depth work — creating zone time, generating shots from quality areas, and capitalizing on rebounds — they’ll present a formidable challenge and position themselves well for a road win.
Credit: USA TODAY/IMAGN
Calgary Flames NHL Preview
The Calgary Flames return home for this January 21 matchup against the Pittsburgh Penguins sporting a record slightly below .500 but carrying the confidence of a recent win that snapped a four‑game losing streak. Calgary’s season has been a grind — marked by offensive struggles through stretches and flashes of competitiveness that highlight its potential — but the Flames have shown resilience, especially in tight games. In their most recent outing before this contest, Calgary earned a 3–1 comeback victory against Chicago, buoyed by early special teams success and a strong performance from goaltender Devin Cooley. That win helped the Flames stave off a slide and gave them momentum heading into this key home date. Offensively, Calgary has been led by veterans like Mikael Backlund and contributors like Connor Zary, whose presence around the net and ability to cash in opportunistic chances is valuable for a club that needs depth scoring. The Flames have also been especially effective in games where they reach three or more goals, a mark that tends to coincide with better results, suggesting their injury and scoring tendencies can markedly influence outcomes. Defensively, Calgary has been solid in several areas, allowing a moderate goals‐against figure that keeps them competitive even when the offense hasn’t been explosive.
The Flames’ penalty kill has shown moments of effectiveness, particularly when shutting down high‑danger opportunities, and they even notched a shorthanded goal in a recent contest that underscored their ability to flip the narrative in momentum swings. On special teams overall, however, Calgary’s power play has lagged compared to others around the league, which places added importance on 5‑on‑5 execution and transition defense. Calgary’s home performance ATS has been mixed — they have shown they can cover and stay competitive, but inconsistency in offensive output can make covering spreads a challenge against high‑caliber teams. In this matchup, the Flames will need to leverage home ice, limit turnovers, and generate clean entries into the offensive zone to create quality chances. If Calgary can control the neutral zone and avoid extended time in its own end, it can force the Penguins into quick decisions and potentially generate scoring off turnovers. Discipline will be key; limiting penalties and maximizing the production of chances when the puck is in the offensive zone could be the difference in a close game. Overall, Calgary enters this matchup looking to build on recent success and demonstrate that its offensive pieces can sustain pressure against an elite opponent.
"I’m happy that I'm healthy, and now I can play.”
— Calgary Flames (@NHLFlames) January 20, 2026
Marty is back and ready to make an impact in the lineup 💪
🔗: https://t.co/pqWEBJqr9O pic.twitter.com/ZnzISWxIjK
Pittsburgh vs Calgary Prop Picks (AI)
Remi is pouring through mountains of datapoints on each player. In fact, anytime the Penguins and Flames play there’s always several intriguing angles to key in on. Not to mention games played at Scotiabank Saddledome in Jan almost always follow normal, predictable patterns.
Pittsburgh vs Calgary Prediction (AI)
Remi, our AI sports genius, has been pouring over millions of data from every angle between the Penguins and Flames and using recursive machine learning and impressive AI to crunch the data to a single cover probability.
Oddly enough, we’ve seen the AI has been most fixated on the trending emphasis human bettors tend to put on player performance factors between a Penguins team going up against a possibly rested Flames team. It appears the true game analytics appear to reflect a strong 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 Calgary picks, computer picks Penguins vs Flames, best bets, model edges, confidence ratings.
| DATE | GAME | LEAN | %WIN | UNITS | LEVEL | |
|---|---|---|---|---|---|---|
| ACTIVE PICKS LOCKED - SEE NOW | ||||||
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 had a solid ATS run on the road this season, going slightly above .500 away and posting favorable ATS results in general, especially when scoring three or more goals.
Calgary Betting Trends
Calgary’s ATS performance at home has been mixed, winning cover opportunities in more than half of its home games but struggling to maintain consistency against stronger offensive teams.
Penguins vs. Flames Matchup Trends
Head‑to‑head and team scoring trends suggest this matchup often leans toward the over on totals, as Pittsburgh’s balanced scoring and Calgary’s tendency toward moderate scoring combine for games with multiple goal opportunities.
Pittsburgh vs. Calgary Game Info
Pittsburgh vs Calgary starts on January 21, 2026 at 10:30 PM EST.
Venue: Scotiabank Saddledome.
Spread: Calgary +1.5
Moneyline: Pittsburgh -118, Calgary -102
Over/Under: 6
Pittsburgh: (23-14) | Calgary: (21-23)
Remi's searched hard and found the best prop for this matchup: S. Crosby over 2.5 Shots on Goal.. Prices move—always shop for the best number.
Head‑to‑head and team scoring trends suggest this matchup often leans toward the over on totals, as Pittsburgh’s balanced scoring and Calgary’s tendency toward moderate scoring combine for games with multiple goal opportunities.
PIT trend: Pittsburgh has had a solid ATS run on the road this season, going slightly above .500 away and posting favorable ATS results in general, especially when scoring three or more goals.
CGY trend: Calgary’s ATS performance at home has been mixed, winning cover opportunities in more than half of its home games but struggling to maintain consistency against stronger offensive teams.
See our latest NHL picks and odds pages for 2026 to compare prices before you bet.
Pittsburgh vs. Calgary Odds
Remi is pouring through tons of data on each player. In fact, anytime the Pittsburgh vs Calgary trends are analyzed, there’s always several intriguing observations to key in on. Not to mention games played at extreme altitude rarely follow normal, predictable patterns.
| PIT Moneyline | -118 |
|---|---|
| CGY Moneyline | -102 |
| PIT Spread | -1.5 |
| CGY Spread | +1.5 |
| Over / Under | 6 |
Pittsburgh vs Calgary Live Odds
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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. Calgary Flames on January 21, 2026 at Scotiabank Saddledome.
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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RESULT | |
|---|---|---|---|---|
| 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 |
| NYI@BOS | UNDER 6.5 | 55.0% | 3 | LOSS |