AUX 1-1 NIC · 55% LEH 1-1 ANG · 55% LOR 1-1 TOU · 56% PAR 1-1 LYO · 55% ATA 2-1 CAG · 61% SUN 1-2 ARS · 62% REA 2-0 RAY · 64% TOR 0-2 ASR · 59% LIL 2-0 EST · 63% COV 1-2 BRI · 60% COM 1-0 PAR · 58% LEC 1-1 MON · 57% RBL 2-1 HAM · 65% LEV 1-2 BAR · 65% AUX 1-1 NIC · 55% LEH 1-1 ANG · 55% LOR 1-1 TOU · 56% PAR 1-1 LYO · 55% ATA 2-1 CAG · 61% SUN 1-2 ARS · 62% REA 2-0 RAY · 64% TOR 0-2 ASR · 59% LIL 2-0 EST · 63% COV 1-2 BRI · 60% COM 1-0 PAR · 58% LEC 1-1 MON · 57% RBL 2-1 HAM · 65% LEV 1-2 BAR · 65%
Premier League · Regular Season - 4 May 17, 2026 · 16:30 · UTC St. James' Park, Newcastle Match Finished · 90'

Newcastle
vs
West Ham.

10 AI models read this match. The plurality on 1X2 leans toward Newcastle (7 of 10 models). The mean predicted score (rounded from all models) is 2–1 at 58% mean confidence (Medium band) — see the strip and table below.

Who do you think will win?

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10 AI models · council in session Live match data · Pro

Still not sure? Ask 10 AIs at once:
“Will Newcastle beat West Ham in their upcoming match?”

Every model votes yes or no and defends it in a sentence or two. Attach this match's last-5 form, head-to-head and the picks above so they argue from real data — then keep asking the same council follow-ups.

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— Consensus

Where the panel lands.

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

Newcastle win 70%

7 / 10 models

Draw 20%

2 / 10 models

West Ham win 10%

1 / 10 models

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— Model breakdown

10 picks. Receipts attached.

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

#
Model
Pick
Score
Conf.
Reasoning
01
GPT-5.6 Luna
Draw
1–1
60%
Both teams have competitive records; Newcastle's home advantage balances West Ham's recent form, suggesting a draw.
02
Claude Sonnet 5
Newcastle win
2–1
48%
St. James' Park provides a strong home advantage; H2H is volatile but Newcastle won the last meeting there 4-3. Late-season round 37 motivation and home crowd favour a narrow Newcastle win.
03
Gemini 3.8 Flash
Newcastle win
2–1
60%
Newcastle are generally strong at St. James' Park, and while recent H2H is mixed, their home advantage in a late-season fixture gives them the edge in a competitive match.
04
Grok 4.6
Newcastle win
2–1
60%
Newcastle's home advantage at St. James' Park and recent H2H edge support a narrow win.
05
DeepSeek V4 Pro
Newcastle win
2–1
60%
Newcastle’s home advantage and recent form edge suggest a narrow win, despite West Ham’s competitive history.
06
Qwen 3.8 Max
Newcastle win
2–1
60%
Newcastle's home advantage and recent form suggest a narrow win, with West Ham's solid attack ensuring a competitive game.
07
Mistral Medium 3.5
Newcastle win
1–0
60%
Newcastle’s defensive solidity at St. James’ Park and West Ham’s away struggles suggest a tight, low-scoring win for the hosts.
08
Llama 3.1 70B Instruct
Draw
1–1
58%
Recent H2H scores show both teams can score, but neither has a clear edge; moderate confidence due to thin context.
09
Cohere Command R+ (08-2024)
West Ham win
1–2
55%
West Ham's offense has been more consistent, and their defense is solid. Recent H2H shows goals and narrow margins, but Newcastle's form is mixed.
10
MiMo V2.5 Pro
Newcastle win
2–1
55%
Newcastle's home advantage at St. James' Park; H2H shows competitive, goal-rich matches, supporting a narrow home victory.
— Scoreline frequency

How often each scoreline showed up.

6 of 10 models settled on 2–1. That convergence is a strong scoreline signal—many fixtures fan out wider across the panel.

  • 2–1
    6 models
  • 1–1
    2 models
  • 1–0
    1 model
  • 1–2
    1 model

Match overview

Looking for a today prediction on Newcastle vs West Ham 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 Newcastle win, with vote shares roughly 70% / 20% / 10% home, draw, and away (rounded).

If you are asking who will win Newcastle vs West Ham, 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.

— Aggregated insights

What’s moving the panel.

01
Consensus favors Newcastle

70% of models lean home — the clearest cluster on this fixture before kickoff.

02
Medium confidence

Mean 58% across the panel with real dispersion — compare unanimous calls vs split tickets in the model table.

03
xG tilt 1.60 vs 1.00

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.

Confidence trend

Cumulative average confidence in table order.

First model Last model
Result check

Actual Newcastle win · AI Newcastle win

1X2: Miss Score: Off
— Match context

Form, history, team news.

Newcastle
Last 5
D W D L W
9 GF · 7 GA
Recent fixtures
  • Bournemouth 2-2 D
  • Tottenham 0-2 W
  • Liverpool 2-2 D
  • Fulham 2-0 L
  • West Ham 3-1 W
Team news

No major injury updates in the current API snapshot.

West Ham
Last 5
W W L L L
10 GF · 7 GA
Recent fixtures
  • Wrexham 6-0 W
  • Leeds 3-0 W
  • Newcastle 3-1 L
  • Arsenal 0-1 L
  • Brentford 3-0 L
Team news

No major injury updates in the current API snapshot.

— Head to head

Last five meetings.

NEW 3 · D 0 · WES 2

NEW VS WES
3-1
HOME WIN
May 17, 2026
WES VS NEW
3-1
HOME WIN
Nov 2, 2025
WES VS NEW
0-1
AWAY WIN
Mar 10, 2025
NEW VS WES
0-2
AWAY WIN
Nov 25, 2024
NEW VS WES
4-3
HOME WIN
Mar 30, 2024

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 70% of models side with Newcastle, treat that as the default script unless late team news breaks the assumptions.
  • Watch the draw lane at 20% — 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.

Newcastle
~70%
implied lean
Draw
~20%
implied lean
West Ham
~10%
implied lean

Over / under prediction (totals)

Model-derived xG sums to 2.60 goals in expectation. A notional totals line near 2.9 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 Newcastle 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 2.60 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: Newcastle 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.

Explore more

Keep browsing today prediction coverage and league hubs.

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— Journal

Articles linked to these clubs or AI forecasting.

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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.