Celtic open their Scottish Premiership campaign on the back of a pre-season that delivered only one win from five outings, a 3-1 home victory over Dunfermline in the FA Cup. The reigning champions managed three draws and a 1-4 defeat at Sporting CP across their club friendlies, conceding 9 goals and scoring 8 in total. That run produces a Formatic weighted form score of just 3.11 out of 10, a poor rating that reflects the lack of sharpness shown over the summer. They have scored in all five of those matches but kept no clean sheets, and while friendly results carry reduced weight, the defensive fragility is a concern heading into competitive action. Their season profile across six matches shows 14.8 shots per game, 5 on target, and 1.84 expected goals, with possession averaging 62.7 percent. The yellow card count of 3.5 per match suggests a physical edge that may return when league points are at stake.

Dundee arrive in far sharper form, posting 6.22 out of 10 over their last five matches, a form gap of 3.11 in their favour. They have won three and drawn one of their four competitive outings in the League Cup, scoring 14 goals and conceding only 7. A 4-0 home win over Clyde on 25 July was followed by a 1-1 draw at Ross County, and before that they thrashed Annan Athletic 5-0 away and beat Airdrie United 4-2 at home. The one blemish was a 0-4 home friendly loss to Everton, but that result sits outside the competitive sequence that has seen them score in four of five and keep two clean sheets. Their per-game profile shows 5.7 shots on target, 5.7 corners and 58.7 percent possession across a three-match sample, with a clean sheet rate of 20 percent and a failure to score in 20 percent of games. The contrast in recent output is stark, but the competitive context now shifts entirely.

The head to head record over the last 10 meetings heavily favours Celtic, who have won 8 times to Dundee's single victory and one draw. A 1-0 Celtic win in December 2025 was followed by Dundee's lone success, a 2-0 home win in October 2025. The standout result in the sample is Celtic's 6-0 demolition in February 2025. Across those 10 fixtures, the average is 3.7 goals per meeting, with both teams scoring in 5 of 10 and over 2.5 goals landing in 7 of 10. That goals profile aligns with Formatic's model angle, which sees a home win built on volume rather than tight defence.

The market prices Celtic at 1.19, implying a 78 percent chance with the margin removed, while Dundee are out at 11.00 for just 8 percent. Formatic's model makes Celtic an even stronger proposition, pricing a home win at 1.20 with a trust rating of 9 out of 10. Over 2.5 goals is offered at 1.33 with 8 out of 10 trust, reflecting the historical goal rate and the expectation that Celtic's attacking numbers will overwhelm a Dundee defence that has shipped goals in three of its last four competitive matches. The clean sheet record on both sides suggests openings at both ends, but the gulf in quality and the head to head pattern point to a convincing home win with goals to spare.