ABH 0-2 AL- · 64% ALD 0-1 NEO · 49% KON 1-2 GAL · 54% LEH 0-2 PAR · 64% NIC 1-2 REN · 50% BOD 1-2 VIK · 46% LYN 1-1 RAN · 41% ALS 1-2 AL- · 56% SVE 1-2 FSV · 46% ZUL 0-2 CLU · 62% VIL 2-1 ESP · 56% SHE 2-1 WRE · 48% LIL 2-1 LEN · 50% CAS 0-2 SPO · 66% ABH 0-2 AL- · 64% ALD 0-1 NEO · 49% KON 1-2 GAL · 54% LEH 0-2 PAR · 64% NIC 1-2 REN · 50% BOD 1-2 VIK · 46% LYN 1-1 RAN · 41% ALS 1-2 AL- · 56% SVE 1-2 FSV · 46% ZUL 0-2 CLU · 62% VIL 2-1 ESP · 56% SHE 2-1 WRE · 48% LIL 2-1 LEN · 50% CAS 0-2 SPO · 66%
Premier League · Regular Season - 9 Oct 23, 2026 · 19:00 · UTC Portman Road Stadium, Ipswich Match Finished · 90'

Ipswich
vs
Nottingham Forest.

Quick answer

Who will win Ipswich vs Nottingham Forest?

Final score: Ipswich 1–1 Nottingham Forest. Before kickoff, 9 of 12 AI models pick Ipswich to win (75%); the consensus was wrong. The AI predicted score was 2–1.

Consensus of independent AI models on TuringStats, updated before kickoff. Not betting advice.

Head-to-head history → Ipswich form Nottingham Forest form

12 AI models read this match. The plurality on 1X2 leans toward Ipswich (9 of 12 models). The mean predicted score (rounded from all models) is 2–1 at 49% mean confidence (Medium band) — see the strip and table below.

Who do you think will win?

Vote before kick-off and compare with AI

Premier League table Where Ipswich and Nottingham Forest stand right now
— Consensus

Where the panel lands.

Vote share across models. Read this strip first, then the line-by-line table.

Ipswich win 75%

9 / 12 models

Draw 17%

2 / 12 models

Nottingham Forest win 8%

1 / 12 models

— Model breakdown

12 picks. Receipts attached.

Line-by-line comparison of each system’s call.

#
Model
Pick
Score
Conf.
Reasoning
01
GPT-5.6 Luna
Ipswich win
2–1
45%
Ipswich have scored more freely and field a strong attacking XI at Portman Road, while Forest have struggled to score and arrive on a poor run. Forest's defensive shape keeps this close.
02
Claude Sonnet 5
Ipswich win
2–1
42%
Both sides struggling this season, but Ipswich have more wins and home comfort; Forest's poor away scoring (5 goals, 4 failed-to-score games) favors a narrow home edge.
03
Gemini 3.8 Flash
Draw
1–1
48%
Forest struggle for goals but boast a solid defensive shape, while Ipswich lack clean sheets. A tight, low-margin contest points towards a balanced scoreline.
04
Grok 4.6
Ipswich win
1–0
46%
Forest have scored only 5 league goals and blanked four times; Ipswich leak but have more punch at Portman Road in a likely tight game.
05
DeepSeek V4 Pro
Ipswich win
2–1
52%
Ipswich's 3W form and 11 goals beat Forest's 1W and 4 blanks; Portman Road edge and Forest's weak attack make a narrow home win most likely.
06
Qwen 3.8 Max
Ipswich win
1–0
42%
Forest have failed to score in 4 of 7 league games and lack striker Igor Jesus; Ipswich's home attack should find one against such a blunt away side.
07
Mistral Medium 3.5
Draw
1–1
58%
Ipswich's late goals balanced by Forest's defensive shape; mixed form and recent H2H draws support parity.
08
Kimi K3
Ipswich win
1–0
48%
Forest have failed to score in 4 of 7 with only 5 goals all season; Ipswich concede plenty but Forest's blunt attack and Ipswich's home edge and late-goal habit point to a narrow home win.
09
GLM 5.3
Ipswich win
2–1
50%
Ipswich's 3 wins and Portman Road edge outweigh Forest's poor scoring form (4 blanks in 7), though Forest's H2H dominance and Ipswich's leaky defense keep this modest.
10
MiMo V2.6 Pro
Ipswich win
1–0
38%
Forest failed to score in four of seven, missing Igor Jesus; Ipswich's home edge and late-goal threat (50% after 75') versus a blunt attack points to a tight 1-0 despite Forest's H2H edge.
— Scoreline frequency

How often each scoreline showed up.

5 of 12 models settled on 2–1. The rest of the list shows where dissent still lives before kickoff.

  • 2–1
    5 models
  • 1–0
    4 models
  • 1–1
    2 models
  • 1–2
    1 model

Live match centre

Full-time
Ipswich
Julio Enciso 41'
1–1
Nottingham Forest
Neco Williams 13'
Pro

Momentum, live stats, xG, player ratings and every event, minute by minute.

Unlock with Pro in the app

Bookmakers vs the AI panel

Bet365 · 3.20 / 3.40 / 2.25
Ipswich Market 30% · AI 75%
Draw Market 28% · AI 17%
Nottingham Forest Market 42% · AI 8%

Grey: bookmaker prices as probabilities, margin removed. Lime: share of the 12 AI models picking each result.

Team news

Confirmed lineups: Ipswich vs Nottingham Forest

Ipswich

4-2-3-1
G. O'Neil
19 Emersonn
19 Emersonn
11 J. Philogene
11 Philogene
10 J. Enciso
10 Enciso
7 A. Fatawu
7 Fatawu
12 Florentino
12 Florentino
25 E. Palacios
25 Palacios
3 L. Davis
3 Davis
26 D. O'Shea
26 O'Shea
6 I. Diop
6 Diop
42 A. Ouattara
42 Ouattara
28 C. Walton
28 Walton

Bench: Z. Flemming, C. Akpom, D. Maeda, J. Clarke, M. Núñez, A. Matusiwa, J. Greaves, D. Furlong, K. Scherpen

Nottingham Forest

3-4-2-1
O. Glasner
19 L. Delap
19 Delap
10 M. Gibbs-White
10 Gibbs-White
14 D. Ndoye
14 Ndoye
3 N. Williams
3 Williams
21 X. Schlager
21 Schlager
24 J. McAtee
24 McAtee
27 D. Muñoz
27 Muñoz
5 Murillo
5 Murillo
31 N. Milenković
31 Milenković
23 Jair
23 Jair
26 M. Sels
26 Sels

Bench: A. Kalimuendo, C. Wood, R. Yates, C. Hudson-Odoi, I. Sangaré, O. Aina, L. Netz, O. Diomande, John

Season data

Premier League numbers for both sides, when they score and the players who carry them.

Ipswich

4-2-3-1
W-D-L
3-1-4
Goals
12-16
Clean sheets
0
Failed to score
2
Best win run
1
Penalties
1/1
When they score
15'30'45'60'75'90'
When they concede
15'30'45'60'75'90'

Nottingham Forest

3-4-2-1
W-D-L
1-3-4
Goals
6-10
Clean sheets
1
Failed to score
4
Best win run
1
Penalties
1/1
When they score
15'30'45'60'75'90'
When they concede
15'30'45'60'75'90'

Key players · Ipswich

  • J. Enciso 1 G · 2 A · 8 apps

Key players · Nottingham Forest

  • No player in the competition's top scorers or assisters.

Top scorers · Premier League

  1. 1 E. Haaland Manchester City 9
  2. 2 A. Isak Liverpool 6
  3. 3 João Pedro Chelsea 5
  4. 4 M. Tavernier Bournemouth 5
  5. 5 R. Cherki Manchester City 4
Venue Portman Road Stadium, Ipswich
Referee Thomas Bramall
New at Ipswich N. Valentine (Billericay Town), T. Mendel-Idowu (Luton), Alex Noonan (Shamrock Rovers)
New at Nottingham Forest D. Muñoz (Crystal Palace), L. Delap (Chelsea), O. Diomande (Sporting CP)
— Aggregated insights

What’s moving the panel.

01
Consensus favors Ipswich

75% of models lean home — the clearest cluster on this fixture before kickoff.

02
Medium confidence

Mean 49% across the panel with real dispersion — compare unanimous calls vs split tickets in the model table.

03
xG tilt 1.40 vs 0.60

Derived from predicted scorelines (model means), not live match data — useful for pace vs vote-share sanity checks.

04
Match context

Expected-goals tilt and home-field rhythm (see xG on this page) usually explain whether the game stays open or compresses late.

Ask the Council about this match

Pro

10 AI models vote yes or no with this match's last-5 form, head-to-head, live status and the model picks above attached — not from memory. Then keep asking the same council follow-ups.

Match stats forecast

Corners, cards and shots from each side's last 10 matches at this venue, blended with the league average. Pure statistics, not an AI vote.

No AI
Metric Ipswich Nottingham Forest Expected total Lean Actual
Corners 6.4 4.6 11.1 Under 11.5 57% 5 hit Ask AI
Yellow cards 1.5 1.8 3.3 Under 3.5 58% 2 hit Ask AI
Shots 14.1 11.0 25.1 Under 25.5 54% 24 hit Ask AI
Shots on target 4.9 4.6 9.5 Under 9.5 52% 8 hit Ask AI

Sample: 10 matches per side. Over the last 90 days the corners lean hit 55% of 249 graded matches, cards 58% of 250. Probabilities are Poisson estimates for information only.

Result check

Actual Draw · AI Ipswich win

1X2: Miss Score: Off
— Match context

Form, history, team news.

Ipswich
#12 · 10 PTS · GD -4
Last 5
D L W L L
7 GF · 10 GA
Recent fixtures
  • Nottingham Forest 1-1 D
  • Manchester City 3-2 L
  • Fulham 2-1 W
  • Everton 1-0 L
  • Arsenal 2-4 L
Team news
S. Lukic — Groin Injury J. Taylor — Knee Injury
Nottingham Forest
#18 · 6 PTS · GD -4
Last 5
D L L L W
4 GF · 7 GA
Recent fixtures
  • Ipswich 1-1 D
  • Arsenal 0-1 L
  • Crystal Palace 3-1 L
  • Coventry 0-1 L
  • Aston Villa 1-2 W
Team news
Igor Jesus — Calf Injury N. Savona — Knee Injury
— Head to head

Last five meetings.

IPS 0 · D 1 · NOT 2

IPS VS NOT
1-1
DRAW
Oct 23, 2026
IPS VS NOT
2-4
AWAY WIN
Mar 15, 2025
NOT VS IPS
1-0
HOME WIN
Nov 30, 2024

Confidence trend

Cumulative average confidence in table order.

First model Last model

Betting tips (AI-signal view)

Educational only — not financial advice. We summarize how the AI picks cluster so you can cross-check with your own staking plan.

  • Lean with the plurality: when 75% of models side with Ipswich, treat that as the default script unless late team news breaks the assumptions.
  • Watch the draw lane at 17% — tight Premier League games often compress toward stalemates when both midfields win the second-ball.
  • If you chase “best bets today” narratives, require alignment between the headline pick and the score-frequency table; conflicting signals usually mean thinner edge.

Odds & analysis (implied probabilities)

Implied fair percentages from the model vote share (normalized to 100%) approximate how a balanced market might price the 1X2 if it mirrored this panel — useful for odds analysis homework even though we do not quote sportsbook ticks here.

Ipswich
~75%
implied lean
Draw
~17%
implied lean
Nottingham Forest
~8%
implied lean

Over / under prediction (totals)

Model-derived xG sums to 2.00 goals in expectation. A notional totals line near 2.3 is consistent with that pace (rounded for readability). If your sportsbook posts a similar number, compare juice and live team news before deciding either side of the total.

Handicap prediction (spread-style read)

When Ipswich is priced as the stronger side in the model vote, a −1 handicap narrative only clears if the most common scorelines include multi-goal wins. Cross-check the score-frequency list: if tight one-goal wins dominate, Asian handicaps near pick’em or −0.5 / −0.75 splits often fit the story better than a full −1.5 sell.

BTTS prediction (both teams to score)

With combined offensive weight near 2.00 xG, a heuristic “both teams score” prior lands around 55% yes before defensive adjustments. If several top models forecast clean-sheet pathways, downgrade BTTS enthusiasm even when the raw xG sum looks juicy.

Best bet framing (consensus-led)

Our headline best bet label follows the consensus recommendation: Ipswich win. Pair that with the confidence band (Medium) — high dispersion across models usually argues for smaller stake or pass, even when the headline pick looks tempting for a today prediction card on social.

Match overview

Looking for a today prediction on Ipswich vs Nottingham Forest in Premier League? TuringStats aggregates multiple AI scorelines into one readable page so you can see who the models favor, the mean predicted score shown in the hero (2 - 1; the frequency chart below lists the most common exact scorelines), and implied splits before kickoff.

This prediction hub is written for readers comparing betting tips-style language with transparent model votes — not a single black-box call. The headline read is Ipswich win, with vote shares roughly 75% / 17% / 8% home, draw, and away (rounded).

If you are asking who will win Ipswich vs Nottingham Forest, start with the consensus strip and model table, then cross-check form and injuries in Match context further down — that order keeps the strongest signals first.

Explore more

Keep browsing today prediction coverage and league hubs.

Related matches

— Journal

Articles linked to these clubs or AI forecasting.

Ask multiple AIs about this match.

10 models vote yes or no with this match's last-5 form, head-to-head, live status and our model picks attached — not from memory. Then ask follow-ups to the same council.