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Shock result as Cambridge United defy the odds to beat Chesterfield 0-1.

📝 Match Report

How It Unfolded

Cambridge United beat Chesterfield 0-1 at SMH Group Stadium, Regular Season - 23, in the League Two. With the result on the board, the sections below measure it against everything the model and the numbers projected in advance.

The Model vs The Result

The Poisson model went into this projecting Chesterfield 1.63 xG and Cambridge United 0.86 xG, a combined 2.49. The scoreboard read 0-1 for 1 actual goal. Chesterfield fell 1.6 short of their projected output. Those figures were built on strength ratings of Chesterfield attack 1.36 / defence 0.98 against Cambridge United attack 0.72 / defence 0.89, drawn from 68/22 games (CurrentSeason).

On the result, the model split it Chesterfield 55% | Draw 26% | Cambridge United 19%, with Chesterfield to win its most likely call at 55%. Instead the game produced a Cambridge United win, an outcome the model had rated at just 19% — a clear break from expectation and a genuine upset by the numbers.

Goals & Markets

The model rated Over 2.5 goals at 45%. The game delivered 1, so it stayed under — a call the model got right. Over 1.5 had been 71% and missed. On both teams to score, the model sat at 47% and the match did not — another call in the model's favour. Historically the two sides average 46% Over 2.5 across their same-competition games (Chesterfield 54%, Cambridge United 38%), a base rate that agreed with today's under. Their combined BTTS history runs at 53%, which did not match the one-sided outcome.

Trading Patterns vs Reality

Chesterfield's trading profile (68 games, 34 home) set some clear expectations: BTTS lands in 56% of their matches — today it did not.

Cambridge United's trading profile (68 games, 34 away) set some clear expectations: BTTS lands in 50% of their matches — today it did not.

Form vs Result

On form, Chesterfield arrived the stronger side — 1.53 PPG against 1.07. Form was overturned, with Cambridge United winning despite arriving in poorer recent shape. Chesterfield (home/away splits) managed 0 against a 1.85 scoring average — below par going forward. Cambridge United (home/away splits) conceded 0 against a 1.53 average — tighter than their form line.

Verdict

Grading the result against the stored data, 2 of 4 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (hit), form (miss). The model got the gist right while missing on the margins.

💡 Key Insights