ST Mirren vs Livingston

Livingston's 2-0 victory over ST Mirren delivered a decisive result that our pre-match model failed to anticipate. The Premiership encounter remained tightly contested through the first half, with both sides level at 0-0 at the interval. However, the second half saw Livingston capitalize on St Mirren's vulnerabilities. Alistair Gogic's own goal in the 67th minute handed Livingston the lead, before Scott Pittman sealed the result in the 81st minute with an assist from Lewis Smith, leaving St Mirren without reply.

Our prediction of a 1-1 draw with a 52% draw probability proved well wide of the mark. At the interval, when our live projection flagged zero expected goals remaining for both sides, there was genuine uncertainty about how the match would unfold. The second-half narrative shifted dramatically, yet our model had not sufficiently weighted Livingston's ability to break down a ST Mirren defense that appeared solid early on. The own goal contributed to an outcome our analyst work did not forecast, and Livingston's clinical finishing in the final stages compounded the miss.

This represents a clear failure in directional accuracy for our model. While the first-half assessment suggested an open contest, we underestimated Livingston's threat and overestimated the likelihood of a shared result. The 31% probability assigned to a St Mirren win and just 17% for Livingston proved inversely calibrated to how events unfolded. Post-match analysis will need to examine whether our xG projections at halftime were too conservative in capturing the momentum shift that arrived in the second period.