Vincent Janssen and Maren Haile-Selassie turned Round 23 into a warning label for tidy forecasts

The round had a fair bit of logic in it, until it didn’t

Fipster got five right and nine wrong, which is not a disaster so much as a reminder that this league still enjoys a late twist and a stray scorer. The model was broadly comfortable with home pressure in several places, and that part held often enough. But it also leaned too hard on familiar attacking names in matches where the goals came from elsewhere, or arrived after the game had already started to wobble. That is how you end up with a round that looks sensible on paper and slightly rude on grass.

The one call that landed properly was FC Dallas against Sporting Kansas City

This was the best sort of hit: not just the result, but the reason behind it. Fipster liked Petar Musa and Logan Farrington as the main routes through FC Dallas’ attack, and both delivered. Petar Musa scored twice and added an assist; Logan Farrington scored once and set up another. That is exactly the kind of pre-match read you want from a scorer model — not merely picking the winner, but identifying which pair would do most of the damage. Sporting Kansas City did contribute two goals of their own, which kept things lively, but the model had already found the right end of the pitch.

Toronto FC was where the numbers got too neat for their own good

The miss at Toronto FC against Chicago Fire was uglier because it was so close to being plausible all evening. Fipster did call Joshua Sargent correctly, and Robert Lewandowski also appeared among the named scorers elsewhere in the round’s player notes, so there was some useful instinct there. But the model over-weighted its own expected cast list and missed how much damage Maren Haile-Selassie would do instead. He scored twice, while Joshua Sargent produced a hat-trick for Toronto FC. That is a proper lesson in restraint: when one side’s finishing gets shared around more widely than expected, a forecast built around a few familiar names can look clever right up until it doesn’t.

The round belonged to players Fipster half-saw — and one it missed entirely

Joshua Sargent was the clearest headline act among the called players. He scored three for Toronto FC and justified his pre-match billing even though his team’s game ran away from any tidy prediction. Petar Musa did similar work for FC Dallas with two goals and an assist, while Luis Suárez Díaz rewarded one of Fipster’s better reads by scoring for Inter Miami. Son Heung-Min also hit for Los Angeles FC after being flagged before kick-off, which at least spared that particular call from looking decorative.

The more interesting names were the ones Fipster did not have down. Vincent Janssen scored three for Portland Timbers without being called at all, which is exactly why Portland’s 5-4 win became such an awkward little masterpiece for anyone trying to keep things orderly. Maren Haile-Selassie also arrived uninvited with two goals for Chicago Fire, while Miguel Almirón Rejala scored twice for Atlanta United FC in a match that finished level despite Inter Miami’s early confidence elsewhere in the round. Those are not random footnotes; they are what happens when individual finishing outruns modelled expectation.

So the useful takeaway is simple enough: Fipster still found several of the right games to lean into, but this round punished certainty wherever it depended on naming only one or two obvious scorers. The next round will ask for more caution around spread-out attacks and late-game volatility — especially in fixtures that look open before kick-off and become something stranger by full time. That is usually where MLS does its best work anyway.