AL- 1-0 AL- · 44% KAI 1-2 PAN · 54% AL- 1-1 ALS · 45% JUV 1-0 REN · 56% ARA 0-2 AZA · 57% DIN 1-0 NEC · 54% FER 2-0 TOR · 59% LEC 1-1 SUN · 46% OFI 0-2 BAY · 61% UNI 1-0 HAP · 54% STU 1-2 MAR · 48% FKC 1-2 FCC · 56% GET 1-2 FCL · 50% FCI 0-1 MJA · 53% AL- 1-0 AL- · 44% KAI 1-2 PAN · 54% AL- 1-1 ALS · 45% JUV 1-0 REN · 56% ARA 0-2 AZA · 57% DIN 1-0 NEC · 54% FER 2-0 TOR · 59% LEC 1-1 SUN · 46% OFI 0-2 BAY · 61% UNI 1-0 HAP · 54% STU 1-2 MAR · 48% FKC 1-2 FCC · 56% GET 1-2 FCL · 50% FCI 0-1 MJA · 53%
NHL Oct 20, 2026 · 01:00 Finished

Utah Mammoth
vs
Pittsburgh Penguins.

Quick answer

Who will win Utah Mammoth vs Pittsburgh Penguins?

Final score: Utah Mammoth 5–4 Pittsburgh Penguins. Before kickoff, 7 of 10 AI models pick Utah Mammoth to win (70%); the consensus was right. The AI predicted score was 4–3.

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 Utah Mammoth (7 of 10 models). The mean predicted score (rounded from all models) is 4–3 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.

Utah Mammoth win 70%

7 / 10 models

Pittsburgh Penguins win 30%

3 / 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
Utah Mammoth win
4–3
54%
Recent meetings are closely split, with Utah winning the latest home matchup by a one-goal margin. Home ice supports the Mammoth in another likely high-scoring, tightly contested game.
02
Claude Sonnet 5
Utah Mammoth win
4–3
54%
H2H has been close and high-scoring with Utah winning 3 of last 4; home ice and recent scoring trend favor Mammoth slightly.
03
Gemini 3.8 Flash
Utah Mammoth win
4–3
56%
Recent head-to-head matchups have consistently been high-scoring, tight contests. Utah's young offensive core and home ice give them a slight edge over Pittsburgh.
04
Grok 4.6
Utah Mammoth win
3–2
55%
Even H2H with Pittsburgh winning last in Utah; little form given, so modest home-ice edge in a typical one-goal NHL game.
05
DeepSeek V4 Pro
Utah Mammoth win
4–3
58%
H2H is tight but Utah won the most recent road meeting and owns two of the last three; home venue plus their 6-1 blowout in Nov 2024 suggests they can edge another close one.
06
Qwen 3.8 Max
Pittsburgh Penguins win
3–4
52%
Pittsburgh won the most recent H2H at Utah; away teams have taken 3 of 4 meetings in this pairing. Thin early-season context keeps confidence modest.
07
Mistral Medium 3.5
Pittsburgh Penguins win
4–5
62%
Recent H2H favors Penguins' finishing; Utah's home edge offset by Penguins' road form and tighter defense.
08
Kimi K3
Utah Mammoth win
4–3
58%
H2H splits 2-2 with all one-goal games, averaging 7.5 total goals; Utah's home edge and recent 5-4 win in Pittsburgh tilt a tight, high-scoring matchup their way.
09
GLM 5.3
Utah Mammoth win
4–2
52%
H2H is split 2-2 with tight margins, so evidence is mixed; Utah's home venue and slightly stronger recent form give a modest edge in a moderate-paced game.
10
MiMo V2.6 Pro
Pittsburgh Penguins win
3–4
58%
Recent H2H shows tight, high-scoring games; Penguins have a slight historical edge in Utah and both offenses are potent.
— Scoreline frequency

How often each scoreline showed up.

5 of 10 models settled on 4–3. That convergence is a strong scoreline signal—many fixtures fan out wider across the panel.

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

What’s moving the panel.

01
Consensus favors Utah Mammoth

70% of models lean home — 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 3.70 vs 3.20

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 Utah Mammoth vs Pittsburgh Penguins 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 (4 - 3; 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 Utah Mammoth win, with vote shares roughly 70% / 30% home and away (rounded).

If you are asking who will win Utah Mammoth vs Pittsburgh Penguins, 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.