AL- 0-2 AL- · 60% AL- 2-0 ALD · 60% IFE 2-1 MAL · 53% VAS 2-0 HAL · 62% RAN 1-2 BRO · 46% ALA 1-0 KOC · 50% GOA 2-1 TEL · 54% AL- 1-2 AL- · 43% VFB 2-0 BOR · 62% STA 2-1 NIC · 50% TOR 2-1 MON · 52% KOR 0-1 KVM · 52% IPS 2-1 NOT · 47% ALA 1-0 MAL · 60% AL- 0-2 AL- · 60% AL- 2-0 ALD · 60% IFE 2-1 MAL · 53% VAS 2-0 HAL · 62% RAN 1-2 BRO · 46% ALA 1-0 KOC · 50% GOA 2-1 TEL · 54% AL- 1-2 AL- · 43% VFB 2-0 BOR · 62% STA 2-1 NIC · 50% TOR 2-1 MON · 52% KOR 0-1 KVM · 52% IPS 2-1 NOT · 47% ALA 1-0 MAL · 60%
NHL Oct 17, 2026 · 23:00 Finished

Toronto Maple Leafs
vs
New York Islanders.

Quick answer

Who will win Toronto Maple Leafs vs New York Islanders?

Final score: Toronto Maple Leafs 1–4 New York Islanders. Before kickoff, 7 of 10 AI models pick New York Islanders to win (70%); the consensus was right. The AI predicted score was 3–4.

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

10 AI models read this game. The plurality on the winner leans toward New York Islanders (7 of 10 models). The mean predicted score (rounded from all models) is 3–4 at 57% mean confidence (Medium band) — see the strip and table below.

Who do you think will win?

Vote before kick-off and compare with AI

— Consensus

Where the panel lands.

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

Toronto Maple Leafs win 30%

3 / 10 models

New York Islanders win 70%

7 / 10 models

— 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
New York Islanders win
3–4
58%
The Islanders won the last three meetings, including both 2026 matchups, suggesting a meaningful matchup edge despite Toronto’s home advantage. Expect a competitive, moderate-scoring game decided narrowly.
02
Claude Sonnet 5
Toronto Maple Leafs win
4–3
54%
Recent H2H has favored Islanders, but home ice and typical Toronto offensive depth edge a close, high-event matchup.
03
Gemini 3.8 Flash
Toronto Maple Leafs win
4–2
58%
Toronto's elite offensive depth at home should break through the Islanders' defensive structure, snapping New York's recent head-to-head advantage.
04
Grok 4.6
New York Islanders win
2–3
54%
Islanders took the last three H2H, including a 3-1 win in Toronto. Early-season sample is thin, so a one-goal away edge at Scotiabank is the modest call.
05
DeepSeek V4 Pro
New York Islanders win
4–5
58%
Islanders have won three of the last four H2H meetings, including two road wins in Toronto; their forecheck has consistently troubled the Leafs' breakouts.
06
Qwen 3.8 Max
New York Islanders win
3–4
53%
Islanders won three straight H2H including a road victory in March; early-season uncertainty and Toronto's home ice keep confidence moderate.
07
Mistral Medium 3.5
New York Islanders win
3–4
60%
Islanders won 3 of last 4 H2H; Maple Leafs' recent form mixed.
08
Kimi K3
New York Islanders win
2–3
57%
Islanders took all three 2026 meetings, including twice in Toronto, suggesting a matchup edge that still applies; Leafs' home ice keeps it tight, but New York's structured defensive play limits Toronto's scoring.
09
GLM 5.3
Toronto Maple Leafs win
4–2
55%
Islanders won the last three meetings, but Toronto's home strength and typically stronger offense tilt this narrowly; modest confidence given mixed H2H evidence and thin current form data.
10
MiMo V2.6 Pro
New York Islanders win
3–4
62%
Islanders dominated the recent season series 3-1, winning the last three meetings. Their recent H2H scoring trend and road success suggest an edge over a Leafs team that struggled in those matchups.
— Scoreline frequency

How often each scoreline showed up.

4 of 10 models settled on 3–4. The rest of the list shows where dissent still lives before puck drop.

  • 3–4
    4 models
  • 2–3
    2 models
  • 4–2
    2 models
  • 4–3
    1 model
  • 4–5
    1 model
— Aggregated insights

What’s moving the panel.

01
Consensus favors New York Islanders

70% of models lean away — the clearest cluster on this fixture before puck drop.

02
Medium confidence

Mean 57% across the panel with real dispersion — compare unanimous calls vs split tickets in the model table.

03
xG tilt 3.20 vs 3.40

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

04
Match context

Rest, recent form and home advantage usually decide whether the favourite wins comfortably or the game stays close; check both teams below.

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

Match overview

Looking for a today prediction on Toronto Maple Leafs vs New York Islanders in NHL? 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 (3 - 4; the frequency chart below lists the most common exact scorelines), and implied splits before puck drop.

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 New York Islanders win, with vote shares roughly 30% / 70% home and away (rounded).

If you are asking who will win Toronto Maple Leafs vs New York Islanders, 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.

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— 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.