Sharks analytics

The honest value board: who actually drove value in 2025-26

GS
Grab Some PineJun 9, 20265 min read

You asked for the whole chart instead of one player's Evolving-Hockey bar at a time: every Shark, split into the four jobs (even-strength offense, even-strength defense, power play, penalty kill), in one picture. Here it is.

One methodology note, because it changes how you read this. Evolving-Hockey's full GAR app is subscriber-only, so this board is built from MoneyPuck's components: individual expected goals for offense, on-ice expected goals against for defense, and the on-ice rates on each special-teams unit. It is a raw view (process, not results): it measures chances created and allowed, not who finished or who Askarov bailed out. Where it can be cross-checked against the Evolving-Hockey GAR numbers from the Fear the Fin reviews, it agrees, with one instructive exception I flag at the end.

The forwards

ForwardEV offense (ixG/60)EV defense (xGA/60, lower=better)PP (min)PK (min)
Chernyshov0.912.80310
Graf0.842.5138196
Sherwood0.802.58123105
Gaudette0.802.43621
Smith0.742.722154
Misa0.732.75520
Celebrini0.722.6328514
Eklund0.722.6321131
Toffoli0.652.492190
Goodrow0.592.384155
Ostapchuk0.522.20267
Dellandrea0.682.986118
Wennberg0.352.35252164

The defense

DefensemanEV offense (ixG/60)EV defense (xGA/60, lower=better)PP (min)PK (min)
Dickinson0.222.652264
Orlov0.132.5619762
Desharnais0.082.152166
Mukhamadullin0.142.48369

Departures who carried real load (for context, all UFA or moved): Ferraro killed a team-high 268 penalty-kill minutes, Klingberg ran 156 power-play minutes, and Leddy, Skinner, and Reaves ate depth shifts. Cagnoni (3 NHL games) is below the sample cutoff.

What the four components actually say

EV offense: the kids carry it, the blue line doesn't. Every forward who generates real individual chances is young (Chernyshov 0.91, Graf 0.84, Smith, Misa, Celebrini, Eklund all around 0.72-0.74). And every Sharks defenseman is under 0.22, with Dickinson the lone exception, which is the entire statistical argument for why this team needs a puck-moving, shot-generating defenseman (Reid, Carlson) more than it needs anything else.

EV defense: Desharnais is the back end's quiet MVP. Lowest expected-goals-against on the team (2.15), and it is not close among the defensemen. The checkers (Ostapchuk 2.20, Wennberg 2.35, Goodrow 2.38) defend; the young scorers leak (Chernyshov 2.80, Smith 2.72) and Dellandrea (2.98) was the worst on the roster by a wide margin.

Power play: the chances were there, the finish wasn't. The unit ran 7-to-9 expected goals per 60 with Celebrini, Toffoli, Smith, Eklund, and Wennberg, which is good chance creation, and it still ranked 17th. That gap is conversion and a point shot, not chance generation, which is exactly the hole a quarterback like Carlson is meant to plug.

Penalty kill: leaky, and about to lose its workhorse. Most killers sat at 7.5-to-9.5 expected-goals-against per 60 (the 28th-ranked unit), with Desharnais (6.52) and, quietly, Graf (6.52 over 196 minutes) the only real suppressors. The problem: the man who ate the most kill minutes, Ferraro, walks in free agency. The 28th-ranked PK is losing its number one, which makes re-signing Desharnais and finding kill minutes a bigger deal than it looks.

Does it agree with Evolving-Hockey's GAR? Yes, except once.

The agreements (which is the validation):

Fear the Fin's Evolving-Hockey reads had Desharnais as the best Shark D by GAR (defense-driven), Dickinson as offense-first, and Klingberg as offense-positive with defense the flaw. This board lands on all three independently: Desharnais best EV defense plus best PK, Dickinson the only D who creates offense, Klingberg high chances created and high chances allowed.

The one divergence, and the lesson in it: Orlov.

By raw on-ice numbers he looks like a top driver, his team controlled expected goals well with him out there. But Evolving-Hockey's adjusted GAR rated him one of the least valuable Sharks defensemen, and he finished minus-28. Both are true. His individual EV offense is near zero (0.13), his on-ice number is flattered by deployment and partners, and the adjusted model strips that away. The takeaway for reading any value board: a good raw on-ice rate is not the same as driving value. Orlov's real 2025-26 was elite power play, fine defense, no even-strength offense, and a bounce-back bet for next year.

The bottom line, no narrative

Built from MoneyPuck 2025-26 component data (individual xG, on-ice xG for/against, situational TOI), 20-plus-game skaters. This is a raw, process-based view (chances), not a results or finishing view, and not Evolving-Hockey's adjusted GAR (subscriber-walled), though it cross-checks cleanly against the Evolving-Hockey reads in the Fear the Fin player reviews. EV = five-on-five.

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