Sport Picks
Ipswich U23 vs Swansea U23 Prediction & H2H Stats
England
Professional Development League 2021/2022 Portman Road, Ipswich 
Match Events
19'
19'
El Mizouni I.
25'
25'
Chirewa T.
42'
42'
Leverett S.
AI Match Summary
The Professional Development League 2021/2022 game between Ipswich U23 and Swansea U23 finished 4-1, a result that aligned with the model's pre-match lean toward Ipswich U23.
Win Probability Meter
Derived from 10,000 simulations matching home advantage & form profiles
35%
30%
35%
Draw rate projection: 30% Favored: Draw
Model Confidence
Aggregate indicator score
30%
/ Low Confidence
- Ipswich U23 carry the better recent record into this one.
- 42% — that's where the model lands on Ipswich U23 taking it.
- Regular Professional Development League 2021/2022 form gives a decent read on both sides.
- High conversion rates suggest a high-scoring game (Over 2.5 Probability: 78%).
- Ipswich U23 have won 3 of the last 4 meetings between these two.
Goal Probability Engine
Model estimations for goals markets based on xG conversion histories
Over 0.5 Goals 92%
Over 1.5 Goals 82%
Over 2.5 Goals 78%
Over 3.5 Goals 70%
Over 4.5 Goals 32%
Both Teams To Score (BTTS) 76.2%
Ipswich U23 Clean Sheet 20%
Swansea U23 Clean Sheet 10%
Recent Team Form Analysis
Averages per match over historical game filters
| Metric | Ipswich U23 | Swansea U23 |
|---|---|---|
| Matches Played | 30 | 31 |
| Wins | 18 | 5 |
| Draws | 4 | 13 |
| Losses | 8 | 13 |
| Goals Scored | 2.23 | 1.35 |
| Goals Conceded | 1.3 | 1.74 |
| Expected Goals (xG) | 1.94 | 1.00 |
| Expected Goals Conceded (xGA) | 1.10 | 1.40 |
H2H
Historical prediction success rates across key markets
Feb 28, 2022 Professional Development League
Ipswich U23 vs Swansea U23
4:1
Oct 4, 2021 Professional Development League
Swansea U23 vs Ipswich U23
0:3
Mar 8, 2021 Professional Development League
Swansea U23 vs Ipswich U23
1:1
Dec 15, 2020 Professional Development League
Ipswich U23 vs Swansea U23
5:1
Key Player Impact Analysis
Key performers and expected goal involvement factors
Ipswich U23 Compare
Top Goalscorer Simpson T.
2 Goals Assists Leader El Mizouni I.
1 Ast
Avg xG / game 1.49
Avg xA / game 0.97
Swansea U23 Compare
Top Goalscorer Leverett S.
1 Goals Avg xG / game 0.91
Avg xA / game 0.56
SokaPicks Momentum Index
Current performance index incorporating opponent strength & fatigue (0-100)
Ipswich U23 42 / 100
Swansea U23 36 / 100
How it's calculated: Weighted formula of recent form points (60%), goal margin trends (20%), home/away adjustments (10%), and squad impact availability ratings (10%).
Attack & Defence Capability Index
Ipswich U23 Swansea U23
AI Prediction Engine Forecast
Simulated score frequencies and primary prediction markets
Primary Pick Draw (X)
Secondary Pick Over 2.5 Goals or BTTS Yes
Correct Score 2:2
BTTS Outcome Yes (GG)
Over/Under Pick Over 2.5
SokaPicks Smart Insights
Historical trends and unique patterns automatically detected by our system
Ipswich U23 scored in 90% of their last 30 games.
Swansea U23 let in goals in 87% of their last 31 matches.
Games between these two average 4.00 goals.
Solid form: Ipswich U23 remains unbeaten in 3 of 5 recent matches.
Scoring Trends
Ipswich U23 VS Swansea U23
2.38 Goals Scored 1.38
0.63 Goals Conceded 1.5
63% Over 1.5 63%
50% Over 2.5 50%
38% Over 3.5 50%
Recent Form & Match History
Ipswich U23
(Home) 10 May
Coventry U23
5 : 4 Ipswich U23
03 May
Ipswich U23
3 : 0 Sheffield Utd U23
29 Apr
Peterborough U23
0 : 2 Ipswich U23
12 Apr
Bristol City U23
0 : 1 Ipswich U23
05 Apr
Ipswich U23
0 : 1 Hull City U23
Page 1 of 6
03 May
Ipswich U23
3 : 0 Sheffield Utd U23
05 Apr
Ipswich U23
0 : 1 Hull City U23
28 Feb
Ipswich U23
4 : 1 Swansea U23
21 Feb
Ipswich U23
3 : 0 Watford U23
17 Jan
Ipswich U23
4 : 2 QPR U23
Page 1 of 3
Swansea U23
(Away) 28 Apr
Wigan U23
2 : 2 Swansea U23
25 Apr
Swansea U23
4 : 2 Colchester U23
04 Apr
Swansea U23
2 : 2 Sheffield Wed U23
22 Mar
Barnsley U23
0 : 0 Swansea U23
14 Mar
Swansea U23
5 : 1 QPR U23
Page 1 of 7
28 Apr
Wigan U23
2 : 2 Swansea U23
22 Mar
Barnsley U23
0 : 0 Swansea U23
08 Mar
Bristol City U23
1 : 0 Swansea U23
28 Feb
Ipswich U23
4 : 1 Swansea U23
11 Feb
West Ham U23
1 : 0 Swansea U23
Page 1 of 4
League Standings (Group 1)
| Pos | Team | P | W | D | L | GD | Pts |
|---|---|---|---|---|---|---|---|
| 1 | Sheffield Utd U23 | 23 | 15 | 3 | 5 | 47:23 | 48 |
| 2 | Coventry U23 | 23 | 13 | 4 | 6 | 57:39 | 43 |
| 3 | Hull City U23 | 23 | 12 | 4 | 7 | 44:41 | 40 |
| 4 | Wigan U23 | 23 | 7 | 4 | 12 | 31:39 | 25 |
| 5 | Crewe U23 | 23 | 7 | 2 | 14 | 27:50 | 23 |
| 6 | Peterborough U23 | 23 | 5 | 7 | 11 | 36:41 | 22 |
| 7 | Barnsley U23 | 23 | 5 | 7 | 11 | 22:42 | 22 |
| 8 | Sheffield Wed U23 | 23 | 4 | 8 | 11 | 21:32 | 20 |
Promotion - Professional Development League 2021/2022 (Play Offs)
League Standings (Group 2)
| Pos | Team | P | W | D | L | GD | Pts |
|---|---|---|---|---|---|---|---|
| 1 | Ipswich U23 | 24 | 16 | 3 | 5 | 58:27 | 51 |
| 2 | Bristol City U23 | 24 | 15 | 5 | 4 | 60:31 | 50 |
| 3 | Cardiff U23 | 24 | 15 | 2 | 7 | 44:30 | 47 |
| 4 | Charlton U23 | 24 | 10 | 6 | 8 | 55:46 | 36 |
| 5 | Millwall U23 | 24 | 9 | 3 | 12 | 34:45 | 30 |
| 6 | Colchester U23 | 24 | 8 | 5 | 11 | 35:44 | 29 |
| 7 | Watford U23 | 24 | 6 | 7 | 11 | 28:43 | 25 |
| 8 | Swansea U23 | 24 | 5 | 9 | 10 | 34:41 | 24 |
| 9 | QPR U23 | 24 | 7 | 3 | 14 | 34:53 | 24 |
Promotion - Professional Development League 2021/2022 (Play Offs)
