Opta's Supercomputer Has Gotham Winning a First Shield
With three NWSL rounds left, Opta's simulation model makes Gotham FC overwhelming favourites for the Shield while Chicago Stars and Racing Louisville face grim projected finishes.
Gotham FC are favourites to win their first NWSL Shield, according to projections run by The Analyst (Opta), which has them topping the table in 83.3% of 10,000 simulated run-outs of the remaining three rounds.
Gotham currently sit four points clear with San Diego Wave (11.8%) and Washington Spirit (4.8%) the only other sides given a realistic chance in the model. All three are already guaranteed a play-off place, each shown at 100% qualification probability.
What the simulation probabilities actually measure
A projection like this does not predict a single outcome; it runs the remaining fixtures thousands of times using current form and points totals, then reports how often each result occurs. An 83.3% figure for Gotham means the club finished top in roughly eight out of every ten simulated versions of the season, not that the title is already decided.
That distinction matters most in the race for the final five play-off spots, contested by seven clubs. Seattle Reign (32.5%) and expansion side Denver Summit (14%) have the lowest qualification probabilities among the group, while every other contender sits above 75%, a spread that shows the bottom of the play-off picture is considerably less settled than the top.
Saturday's fixture between Gotham and Washington carries direct weight on the Shield simulations. A Spirit win, paired with San Diego taking three points elsewhere on Matchday 28, would cut the gap at the top to a single point and keep the race alive into the closing rounds, per The Analyst.
Kansas City's goal involvement numbers mask a decline
Kansas City Current, Shield winners last season, now sit fifth and are the most likely team to finish fourth in the model, doing so in 21.3% of simulations. Temwa Chawinga remains their central attacking reference, leading the squad with 12 goals and 15 goal involvements, a figure combining goals and assists to capture overall attacking output beyond the scoresheet alone.
Chawinga's output has not been enough to arrest the team's slide down the table. Even three wins from the final fixtures would leave Kansas City facing their lowest league finish since 2023, a reminder that individual productivity and collective points tally do not always move in the same direction.
The two expansion clubs are being judged on a different scale entirely. Denver Summit are projected to finish 10th in 60.9% of simulations, having added Lindsey Heaps from Lyon in June, while Boston Legacy are most likely to land 13th (57.1%). Both numbers reflect how difficult it has been for new sides to close the gap on established rosters inside a single season.
Home form and away form tell different stories at the extremes
Gotham's position at the top is underpinned by a specific run rather than raw points alone: they are unbeaten in 12 home matches across all competitions this season (eight wins, four draws), the longest such streak in the club's history, according to The Analyst. A long unbeaten home record of that length compounds across a schedule, turning home fixtures into near-certain points and explaining why the model leans so heavily toward Gotham at the top.
At the opposite end, Chicago Stars are projected to finish bottom of the table in 99.7% of simulations, having taken just 17 points from 27 matches. That tally sits below last season's low of 20 points, meaning Chicago need four points from three remaining games simply to avoid setting a new franchise-worst mark.
Their form away from home has been a key driver of that collapse: an eight-game winless run on the road, with one draw and seven defeats, has stripped them of the kind of away points that keep mid-table sides afloat. Combined with just five wins all season, the pattern points to a team unable to generate results in either phase of a match that requires territorial control without home advantage.
Racing Louisville present a sharper reversal. A year after reaching their first-ever play-offs with a sixth-placed finish, they are now projected to finish 15th in 72.7% of simulations. The Analyst notes that question marks over the long-term stability of the club under owner John Neace's group have accompanied the on-field decline, alongside reports that USWNT striker Emma Sears has submitted a transfer request, a detail the outlet describes as unconfirmed.
None of the clubs at the bottom face relegation, since the NWSL operates without a promotion and relegation system. But a second straight finish at or near the foot of the table, for Chicago in particular, raises the kind of competitive and financial questions that a points tally alone does not fully capture.
Saturday's Gotham-Washington meeting stands as the next meaningful test of the model's Shield projection, with the result shaping how much of the four-point gap survives into the final two rounds of the regular season.