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Rangers v St Johnstone — Prediction, Odds & Stats

Saturday 24 October 2026 · SCO-Premiership · 2627

SCO-Premiership results-only Prediction generated

AI prediction

ai-blend v1.0 daily
Rangers win
79.7%
model 75.6%
Draw
12.9%
model 14.9%
St Johnstone win
7.4%
model 9.5%

Calibrated: the model's number corrected by how often calls at that confidence have landed, out of sample (340 settled matches in the thinnest band), then normalised. The smaller figure is the raw model output.

Top 5 scorelines

  1. 2-0 10.9%
  2. 3-0 9.5%
  3. 2-1 9.0%
  4. 1-0 8.2%
  5. 3-1 7.9%

Goals

Over 2.567.1% Under 2.532.9%
BTTS yes52.5% BTTS no47.5%
Rangers 1+92.7% Rangers 2+73.7%
St Johnstone 1+56.5% St Johnstone 2+20.3%

Expected goals 2.62 – 0.83. Every market above is read off one scoreline distribution.

Footing

AI confidence
80/100
Data quality
65/100
Model agreement
99%
★ Best pick
Nothing on a measured band prices above 1.18 here.
★ Most likely to land
Nothing on a measured band prices above 1.18 here.

Positive factors

  • Rangers carry the stronger rating, 1679 Elo against 1355.
  • Form is good: 1.80 points a match from the last five.

Risk factors

  • No specific risk flags beyond the usual variance of a football match.
Why the model thinks this

The price

Rangers have an estimated 79.7% win probability, against 12.9% for the draw and 7.4% for St Johnstone. Expected goals from the ensemble are 2.62 for Rangers and 0.83 for St Johnstone.

Why Rangers

Rangers carry the stronger rating, 1679 Elo against 1355. Form is good: 1.80 points a match from the last five.

Why the draw is live

The draw sits at 12.9%. Draws run at 23% in this competition.

Why St Johnstone can win

Nothing in the data singles out St Johnstone.

Key players

No player-level data for this fixture; the leagues with lineups are the big five.

Availability

No lineup on record for Rangers, so availability is unknown. No lineup on record for St Johnstone, so availability is unknown.

The matchup, as far as the data reaches

Rangers: 60% possession, 19.0 shots a match, 9.2 faced, 0.30 xG a match from set pieces. St Johnstone: 54% possession, 12.6 shots a match, 11.2 faced, 0.30 xG a match from set pieces.

Inputs last refreshed: matches 2026-09-05 22:20 · team_stats 2026-09-05 09:41 · availability 2026-09-05 21:03 · prediction 2026-09-05 18:39 ·

Rangers are the model's most likely outcome at 79.7%. The likeliest scoreline is 2-0 at 10.9%. Confidence 80/100, data quality 65/100. These are probabilities, not certainties: the less likely outcome happens as often as its number says.

Written from the numbers the model saw, not by a language model; nothing here is a statistic the snapshot does not hold. How predictions work.

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Was this pick made in advance?
A model whose name ends -oos is out of sample: it was fitted only on matches played before this one, so its pick is a genuine forecast rather than hindsight. Anything without that suffix was fitted on all available data.

What the model said

ModelHome / Draw / Away Expected goalsLikeliest score O2.5BTTS
dc-xg 2.63–0.80 2-0 11% 66% 51%

A model whose name ends -oos was produced by the walk-forward backtest: it was fitted only on matches played before this one, so the pick is genuinely out of sample.

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On this page

Match

What this page is for

One fixture in full. The model's probability for every market it prices, the prices stored against them, the teams expected to feature, and for a match already played, the shot map and the xG timeline.

How to read the shot map

Every shot is placed where it was taken and sized by its chance of being scored. A cluster of small marks from distance and a clean sheet is a side that was busy without ever threatening; two big marks and a defeat is a side that had the better of it and lost anyway. Both happen constantly, and both are invisible in the score.

How to read the xG timeline

The steps are chances as they arrived, so the shape shows who was on top and when. A flat line that jumps once near the end is a smash and grab.

Things to watch

The stored prediction is the one made before the match, kept deliberately so it can be judged afterwards. It is not re-fitted with hindsight.

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