LOS 2-1 LOS · 54% CLU 1-2 CRU · 49% CLU 2-0 CFP · 59% CLU 1-2 SAN · 50% BEş 2-1 BAş · 54% RIZ 0-2 TRA · 57% FCC 2-0 ODE · 63% GAL 2-1 FEN · 48% SAN 1-2 BEN · 55% PAR 2-1 LYO · 48% SEV 1-0 OSA · 48% UNI 0-1 EST · 48% COR 1-1 GRE · 42% FLA 2-0 ATL · 60% LOS 2-1 LOS · 54% CLU 1-2 CRU · 49% CLU 2-0 CFP · 59% CLU 1-2 SAN · 50% BEş 2-1 BAş · 54% RIZ 0-2 TRA · 57% FCC 2-0 ODE · 63% GAL 2-1 FEN · 48% SAN 1-2 BEN · 55% PAR 2-1 LYO · 48% SEV 1-0 OSA · 48% UNI 0-1 EST · 48% COR 1-1 GRE · 42% FLA 2-0 ATL · 60%
NHL Oct 27, 2026 · 00:30 Not Started

Calgary Flames
vs
Toronto Maple Leafs.

Quick answer

Who will win Calgary Flames vs Toronto Maple Leafs?

10 of 10 AI models pick Toronto Maple Leafs to win (100%). The mean predicted score is 4–5 at 61% average confidence (medium).

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

All 10 AIs agree. When the whole council agrees, it has been right 62% of the time (342 games).

10 AI models read this game. The plurality on the winner leans toward Toronto Maple Leafs (10 of 10 models). The mean predicted score (rounded from all models) is 4–5 at 61% 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.

Calgary Flames win 0%

0 / 10 models

Toronto Maple Leafs win 100%

10 / 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
Toronto Maple Leafs win
4–5
62%
Toronto has won all five listed recent meetings, including Calgary’s home game last season. With limited current-form information, the Leafs’ demonstrated matchup edge supports a narrow, high-scoring road win.
02
Claude Sonnet 5
Toronto Maple Leafs win
3–4
56%
Toronto has won four of the last five meetings, often in high-scoring games, suggesting a slight edge continues on the road.
03
Gemini 3.8 Flash
Toronto Maple Leafs win
2–4
60%
Toronto has dominated recent head-to-head encounters with superior offensive depth, consistently scoring four or more goals against Calgary's structure.
04
Grok 4.6
Toronto Maple Leafs win
3–4
58%
Toronto won the last five H2H meetings, including in Calgary, with higher scoring. Home ice is real but Leafs’ edge in those matchups still points to a one-goal away win.
05
DeepSeek V4 Pro
Toronto Maple Leafs win
4–5
62%
Toronto has won four straight head-to-head meetings, including a 4-2 victory in Calgary last February. Their offense has consistently produced against the Flames, making an away win likely.
06
Qwen 3.8 Max
Toronto Maple Leafs win
3–4
63%
Toronto has won all five recent H2H meetings, including three at Calgary, often by multiple goals. Early-season roster uncertainty tempers confidence slightly.
07
Mistral Medium 3.5
Toronto Maple Leafs win
4–5
62%
Toronto's consistent H2H dominance and offensive firepower outweigh Calgary's home edge.
08
Kimi K3
Toronto Maple Leafs win
2–4
62%
Toronto has won all five recent H2H meetings, consistently outscoring Calgary. Leafs' offensive edge persists despite venue; Flames struggle to contain Toronto's attack.
09
GLM 5.3
Toronto Maple Leafs win
4–5
58%
Toronto has beaten Calgary in five straight meetings, including twice in Calgary, and their offense has consistently outpaced the Flames; home ice helps but doesn't outweigh that pattern.
10
MiMo V2.6 Pro
Toronto Maple Leafs win
3–4
62%
Toronto has won five straight meetings over Calgary, including two in Calgary, showing a consistent scoring edge. Leafs' offense should edge a Flames home side in a moderately high-scoring game.
— Scoreline frequency

How often each scoreline showed up.

4 of 10 models settled on 4–5. The rest of the list shows where dissent still lives before puck drop.

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

What’s moving the panel.

01
Consensus favors Toronto Maple Leafs

100% of models lean away — the clearest cluster on this fixture before puck drop.

02
Medium confidence

Mean 61% across the panel with real dispersion — compare unanimous calls vs split tickets in the model table.

03
xG tilt 3.20 vs 4.40

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 Calgary Flames vs Toronto Maple Leafs 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 - 5; 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 Toronto Maple Leafs win, with vote shares roughly 0% / 100% home and away (rounded).

If you are asking who will win Calgary Flames vs Toronto Maple Leafs, 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.