Barnet
vs
Swindon Town
League Two prediction
Our model says: Barnet 2–1 Swindon Town
The model makes it 58% Barnet, 22% draw, 20% Swindon Town — fair odds of 1.72, 4.55 and 5.00. Fair odds are simply 100 ÷ the probability; they are the model's own number, not a bookmaker's price.
Most likely scoreline: 2-1 (9%).
Expected goals: Barnet 2.37, Swindon Town 1.20.
Both teams to score: 64%. Over 2.5 goals: 69%, under 2.5: 31%.
Model confidence: High.
Edge to Barnet: the better side on the model's ratings, but not by much. In past matches rated this way the favourite won 54%, 26% were drawn and the underdog won 21%.
Published · updated
Key facts
- Barnet are 2nd on 18 points from 8 games; Swindon Town are 17th on 11 points from 10 games — League Two.
- Barnet are unbeaten in their last 5 games (3 won), most recently a 3-1 win away to Bristol Rovers.
- Swindon Town have not won in their last 5 games, most recently a 0-1 defeat at home to Crewe.
- Last 5 meetings: Swindon Town 3 wins to 2, 0 draws; the most recent, 17 February 2026, ended Barnet 1–2 Swindon Town.
More League Two predictions
Live win probability
From kick-offFrom kick-off, the split above updates here every few seconds as the model re-reads the score, the clock and any red cards.
Model insights: Barnet vs Swindon Town
Has the model earned this number?
It puts Barnet at 58% here. Across 3,740 settled matches (as of 15 October 2026), 896 forecasts have landed in the 50–65% band; those outcomes actually happened 55.2% of the time, against an average forecast of 55.5%. In this range the two line up, so the figure above can be read literally.
Every settled prediction on this site is scored against an uninformed baseline, band by band, and published whether or not it flatters the model — see the full record.
Form going into Barnet vs Swindon Town
Barnet
- W3-1away to Bristol Rovers10 October 2026
- W3-1Fleetwood Town19 September 2026
- W2-1Accrington Stanley12 September 2026
- D3-3away to Chesterfield5 September 2026
- D1-1away to Exeter City1 September 2026
Swindon Town
- L0-1Crewe10 October 2026
- L0-1away to Rochdale3 October 2026
- D1-1Accrington Stanley26 September 2026
- L0-1away to Salford City19 September 2026
- L0-4away to York12 September 2026
What these results say
- Barnet went unbeaten through these 5 matches.
- Barnet scored in every one of these 5 matches.
- Barnet conceded in every one of these 5 matches.
- Swindon Town did not win any of these 5 matches.
- Swindon Town conceded in every one of these 5 matches.
- Swindon Town failed to score in 4 of these 5 matches.
Up to 5 matches before kick-off, most recent first. The model rates each side on its goals over this season and last, adjusted for the opposition, rather than on these results alone, so read them as context — how the ratings are built.
League Two table
| # | Team | P | W | D | L | GF | GA | GD | Pts |
|---|---|---|---|---|---|---|---|---|---|
| 2 | Barnet | 8 | 5 | 3 | 0 | 20 | 11 | +9 | 18 |
| 17 | Swindon Town | 10 | 3 | 2 | 5 | 9 | 14 | -5 | 11 |
Where the two sides stand. Full table
What's at stake
Barnet
Chance to finish top of the regular season · 40% today
Swindon Town
Chance to finish in the bottom three · 19% today
From our League Two season simulation: the rest of the season played out 10,000 times by the same model as the prediction above. Each figure is that side's chance once this match ends in a win, a draw or a defeat for it, with every other match still left to the model. Positions in the table, not competition rules: what a place is worth differs from league to league.
Head-to-head: Barnet vs Swindon Town
- 17 February 2026Barnet 1–2 Swindon TownLeague Two
- 19 August 2025Swindon Town 0–2 BarnetLeague Two
- 1 January 2018Barnet 1–2 Swindon TownLeague Two
- 2 September 2017Swindon Town 1–4 BarnetLeague Two
- 3 April 2012Barnet 0–2 Swindon TownLeague Two
Leading scorers: Barnet and Swindon Town
Barnet
GoalsAssists
- C. Lakin62
- K. Tshimanga54
Swindon Town
GoalsAssists
- A. Drinan50
Top 3 by league goals this season. Player availability is not part of the model — injuries and suspensions are a planned improvement.
The two sides
Barnet carry a model rating of 6.34 against 6.07 for Swindon Town. The scale is anchored so that an average side in one of Europe's big five leagues sits at 6.85, and it is adjusted for the strength of each team's league, so the two numbers are comparable even across borders.
The model expects goals
Under the hood the model expects 2.37 goals for Barnet and 1.20 for Swindon Town. Those two numbers, not the scoreline, are what the model actually estimates; everything else is derived from them.
Barnet rate 0.73 in attack and 2.11 in defence, where 1 is league average and a lower defensive number is better; Swindon Town rate 0.47 and 2.24.
The rest of the season
Across the rest of the season our simulation gives Barnet a 39.8% chance of the title and Swindon Town 0.1%, from 10,000 simulated seasons.
How this was produced
Publicly tracked record so far: 1,819 correct results out of 3,801 settled predictions (48%), with 383 exact scorelines (10%). That log is updated automatically after every match and is never edited.
Full method: how the model works.
From the first whistle this page keeps going: the win probabilities at the top are recalculated as the match plays out, reading the score, the clock and any sendings-off. The same model, asked how many goals are left rather than how many there will be.
Team comparison
Bars show each side's share of the two-team total, based on the model's attack/defence ratings and expected goals for this fixture.
Why the model favours this side
The model gives Barnet the highest probability at 58%, based on each side's rolling attack and defence ratings estimated from recent match data. The model projects 2.37 expected goals for Barnet against 1.20 for Swindon Town. Barnet's attack/defence rating is 0.73/2.11 versus the league average (1.00 = average), compared with 0.47/2.24 for Swindon Town.
Goal trends
Over 1.5 goals
Over 2.5 goals
Over 3.5 goals
Both teams score
Outer rings: how often each side's most recent league matches before kick-off (up to 10 games; the count is under each ring) went over the line. Middle ring: the model's own probability for this match, from the same expected goals as the prediction above. Past matches are context; the middle ring is the estimate. Not betting advice.
Season stats
Barnet at home · Swindon Town away
League matches only, League Two, this season. Rates are per game, since the two sides have not always played the same number; the tinted figure is the better one, where better is not a matter of taste. Source: API-Football season statistics, refreshed after each league match.
Goals scored and conceded, by minute
All League Two matches this season: Barnet 8, Swindon Town 10.
Barnet score most often in the 76–90 minute window (7 goals); Swindon Town have let in 6 there.
Swindon Town score most often in the 76–90 minute window (3 goals); Barnet have let in 2 there.
Each cell counts the league goals that went in during that 15-minute window. Each side's goals sit above the goals its opponent has let in over the same minutes; the darker the cell, the more goals in that window. Stoppage time counts in the last window of its half. Source: API-Football season statistics, refreshed after each league match; own goals are not always counted on the same side as in the table, so a row can be a goal off it. Context, not a prediction.
The next 4 matches, by difficulty
Barnet
- vs Oldham24 Oct · League Twowin 54%
- at Crewe31 Oct · League Twowin 38%
Swindon Town
- at Bristol Rovers24 Oct · League Twowin 29%
- vs Rotherham31 Oct · League Twowin 37%
- vs Grimsby14 Nov · League Twowin 33%
- at Newport County21 Nov · League Twowin 32%
Each side's next matches on our board after this one. The colour is how strong the opponent is, from easier to harder as on the scale above: its model rating ranked among the teams of that competition, in fifths, so bright red is the top fifth whoever is playing it. The win figure is this side's own chance in that match, which is where venue and its own level come in. A match already on our board links to its own prediction; the rest follow as their week comes up.