Returning regular · 2025-26
Isaac Howard
Edmonton Oilers · LW · L shot · age 22 at the dated snapshot.
- Team
- EDM
- Lane
- LW
- Age
- 22
Production and deployment
How the points were built
Official NHL 2025–26 regular-season reports. A missing split stays “—”; it is never converted to zero.
Organizational context
3 LW regulars in EDM
The all-team median is 4. EDM’s farm system ranks #27 in the maintained two-board consensus.
Questions a GM still has to answer
- How much of the scoring comes at five-on-five, on special teams, or into an empty net?
- Is the player creating the play, finishing it, or receiving a secondary point?
- Does deployment reveal trust, scarcity, underuse, or a role the roster cannot offer?
- What contract, acquisition cost, development alternative and Cup-window effect complete the argument?
Tonight · 10:00 p.m. ET
VAN at EDM
Projected slot from the licensed depth chart; props from the model's learned layer on shots, finishing and the opposing starter; ratings are last season's until this one has enough games. Information, not a recommendation.
Nothing listed against Isaac Howard.
White noise · as of 2026-09-29 · social 2026-09-29
Isaac Howard is talked about more than most (87th percentile); attention this week is 2.62× his usual
How much he is being talked about: the league's own stories tagged to him, daily pageviews of his Wikipedia article against his own 90-day baseline, posts naming him on the connected networks (Bluesky), and the roster moves and listings that make noise. A measure of attention. Whether it affects a player is his business, and a question the history will let us test later.
Social: 26 posts named him this week on Bluesky · 20 likes, reposts and replies · no baseline yet, it needs a week of readings.
Latest from the league: Samanski, Howard poised to make impact at Oilers camp (2026-09-13)
Contract · EDM
Cap hit not published
Term not published · RFA at expiry. Unknown
Shot quality · 2025-26
Expected goals
CapOrCup's shot model (distance, angle, shot type, strength, rebounds, rushes), trained on 2023-24 and 2024-25 and tested on unseen games (AUC 0.756). Finishing is goals minus expected goals; it is noisy in one season.
Advanced scoring · 2025-26
Goals, assists and plus/minus, weighted by what they changed
Every goal counts the win probability it added, scaled so the average goal is 1.0: a late tying goal counts several, a goal at 6-1 or into an empty net late counts little. Plus/minus also credits the players on the ice when the goal's sequence began.
From the video · model judgement
What the condensed games showed
Read from the league's free condensed games (1 game so far): entries, exits, battles and turnovers the model could see and attribute to his jersey number. A condensed game is a sample of the game, so these are observations, not season counts.
Career arc · era-adjusted points per 82 games
Isaac Howard, season by season
Each dot is one season. The amber bar is what his earlier seasons and his age predicted for that season (80% band), so a dot far above its bar is a season the numbers did not see coming. The shaded band is where most players at his position sit at each age.
Position band: quantile regression (10th/50th/90th) of qualifying seasons on an age spline, weighted for players who drop out.
What the numbers found
No shipped label applies. A label is a measured finding about a run of seasons (for example, a spike that came back to the old level), and it is shown only for label types that passed their test on held-out seasons.
Projection at the draft
At the draft the model expected 34 NHL hours through his age-25 season (80% band 1 to 101). He logged 5 hours, between the 10th percentile and the median. The model was applied to his draft class without being fitted or tested on it.
Every season
| Season | Age | GP | Level | Expected (80%) |
|---|---|---|---|---|
| 2025-26 | 21 | 29 | 13.0 | 11.7 to 73.6 |
Source: CapOrCup careers desk (method and league curves) · as of 2026-09-29
Comparables at the same age
Who looked like this at 19 to 22
Careers are compared as league-adjusted points per game by age, over the same ages. The comparables below are the closest lines, and what matters is the spread of what they did next, not any single name.
This player so far: age 15 MNBEL 14U 2.21 → age 16 16U AAA 1.68 → age 17 USHL 1.18 → age 18 USHL 1.37 → age 19 NCAA 0.49 → age 20 NCAA 1.00 → age 21 NCAA 1.41 → age 22 NHL 0.17
| Player | Distance (lower is closer) | What he did afterwards |
|---|---|---|
| Zemgus GirgensonsC · matched at ages 19, 20, 21, 22 | 0.07 | age 23 NHL 0.21 → age 24 NHL 0.21 → age 25 NHL 0.25 → age 26 NHL 0.28 → age 28 NHL 0.32 |
| Xavier ParentC · matched at ages 19, 20, 21, 22 | 0.07 | age 23 AHL 0.29 → age 24 AHL 0.27 → age 25 AHL 0.28 |
| Glenn GawdinC · matched at ages 19, 20, 21, 22 | 0.08 | age 23 AHL 0.40 → age 24 AHL 0.27 → age 25 AHL 0.37 → age 26 AHL 0.26 → age 27 AHL 0.36 |
| Colin BlackwellC · matched at ages 19, 20, 22 | 0.08 | age 23 NCAA 0.26 → age 24 AHL 0.09 → age 25 AHL 0.34 → age 26 AHL 0.28 → age 27 NHL 0.37 |
| Alex LaferriereR · matched at ages 19, 20, 21, 22 | 0.08 | age 23 NHL 0.55 → age 24 NHL 0.54 |
| Lauri PajuniemiR · matched at ages 19, 20, 21, 22 | 0.08 | age 23 AHL 0.25 → age 24 SHL 0.46 → age 25 NL 0.28 → age 26 SHL 0.42 |
| William KarlssonC · matched at ages 19, 20, 21, 22 | 0.08 | age 23 NHL 0.25 → age 24 NHL 0.31 → age 25 NHL 0.95 → age 26 NHL 0.68 → age 27 NHL 0.73 |
| Drew O'ConnorL · matched at ages 19, 20, 21, 22 | 0.09 | age 23 NHL 0.23 → age 24 NHL 0.24 → age 25 NHL 0.42 → age 26 NHL 0.30 → age 27 NHL 0.35 |
Reading it
If most comparables became NHL regulars and their later peak sits well above this player's current line, the numbers say there is room to grow. If most did not, the numbers say the odds are against it. Either way it is what the data shows, not a name chosen to flatter.
Goal archive ·
Every goal, with the league's video
Preseason, regular season and playoffs are kept apart. Each row links to the NHL's own highlight page; no video is hosted here. Where a clip has been reviewed, the reading of it is a model judgement of the frames, not a measurement.
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Club listings · licensed feeds
What the club lists him as
An injury listing and a projected slot are the club's statements relayed by a licensed feed, shown with their dates. CapOrCup infers nothing from them.
Projected slot · line 2 left wing, second power-play unit (EDM depth chart as of 2026-09-28; Sportradar NHL API v7, team depth charts)
NHL EDGE tracking · 2025-26
Speed, shot and ice
From the NHL's own player-tracking data. Percentiles are the NHL's: the share of the league below this player.