Toronto Maple LeafsvsMontréal Canadiens
MCYour call
Who wins? One tap, no signup.
AI predictions
4 markets · 4 models
Ask the AIsWho picked what
16 models × 4 markets · click a row to see reasoning
| Model |
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
|
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
|
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
|
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
|
|
|---|---|---|---|---|---|
| Consensus |
Toronto Maple Leafs 4/4 models |
over 2/4 models |
Toronto Maple Leafs -1.5 2/4 models |
Toronto Maple Leafs 2/4 models |
|
|
Claude Opus 4.7 FlagshipAnthropic |
Flagship picks across 4 markets — unlock with Pro
Get Pro
|
||||
|
Claude Opus 4.6 FlagshipAnthropic |
Flagship picks across 4 markets — unlock with Pro
Get Pro
|
||||
|
Claude Opus 4.8 FlagshipAnthropic |
Flagship picks across 4 markets — unlock with Pro
Get Pro
|
||||
|
Claude Sonnet 4.6 FlagshipAnthropic |
Flagship picks across 4 markets — unlock with Pro
Get Pro
|
||||
|
Claude Haiku 4.5 Anthropic |
— | — | — | — | |
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
No pick on this market.
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
No pick on this market.
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
No pick on this market.
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
No pick on this market. |
|||||
|
GPT-5 FlagshipOpenai |
Flagship picks across 4 markets — unlock with Pro
Get Pro
|
||||
|
GPT-5 Mini Openai |
— | — | — | — | |
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
No pick on this market.
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
No pick on this market.
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
No pick on this market.
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
No pick on this market. |
|||||
|
GPT-4o Mini Openai |
— | — | — | — | |
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
No pick on this market.
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
No pick on this market.
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
No pick on this market.
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
No pick on this market. |
|||||
|
o4-mini FlagshipOpenai |
Flagship picks across 4 markets — unlock with Pro
Get Pro
|
||||
|
Grok 4.3 FlagshipXai |
Flagship picks across 4 markets — unlock with Pro
Get Pro
|
||||
|
Grok 4 Fast Xai |
58%
Toronto Maple Leafs |
52%
over |
51%
Toronto Maple Leafs -1.5 |
49%
Toronto Maple Leafs |
|
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
58%
Toronto Maple Leafs Toronto holds the stronger historical home record against Montreal in regular-season matchups. The Leafs typically control play at Scotiaban...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
52%
over Preseason games often feature looser defensive structures and higher shot volumes. Toronto and Montreal combined for elevated goal totals in...
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
51%
Toronto Maple Leafs -1.5 Toronto's home advantage and deeper forward group typically produce multi-goal wins in early-season tilts. Montreal has struggled to keep ga...
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
49%
Toronto Maple Leafs Toronto usually starts strong at home with early power-play opportunities. Montreal has shown slower first-period starts on the road in past... |
|||||
|
Gemini 3.1 Pro Flagship |
Flagship picks across 4 markets — unlock with Pro
Get Pro
|
||||
|
Gemini 2.5 Pro Flagship |
Flagship picks across 4 markets — unlock with Pro
Get Pro
|
||||
|
Gemini 2.5 Flash |
68%
Toronto Maple Leafs |
95%
Over 2.5 |
58%
Toronto Maple Leafs -1 |
40%
Draw |
|
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
68%
Toronto Maple Leafs Based on general team strength and historical performance trends, the Toronto Maple Leafs are typically the superior team. Playing at home f...
1 source cited
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
95%
Over 2.5 NHL games very rarely conclude with fewer than three combined goals; a typical low-scoring affair still surpasses this total. Both Toronto a...
1 source cited
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
58%
Toronto Maple Leafs -1 The Maple Leafs often demonstrate sufficient offensive power to secure multi-goal victories, especially at home against rivals. While one-go...
1 source cited
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
40%
Draw First periods in the NHL often feature cautious play as teams establish rhythm and avoid early mistakes, frequently leading to tied scores....
1 source cited
|
|||||
|
Gemini 2.5 Flash-Lite |
58%
Toronto Maple Leafs |
55%
over |
52%
Toronto Maple Leafs |
53%
Toronto Maple Leafs |
|
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
58%
Toronto Maple Leafs The Toronto Maple Leafs are generally stronger at home and have a more consistent roster. While the Canadiens can be a tough opponent, the M...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
over Both teams have demonstrated offensive capabilities, and matchups between these two rivals often result in a higher number of goals. Factors...
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
52%
Toronto Maple Leafs Given Toronto's slight edge at home and their ability to dictate play, they are more likely to cover a modest spread. While Montreal can mak...
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
53%
Toronto Maple Leafs The Maple Leafs tend to start games strong, especially on home ice. They will aim to assert dominance early and potentially score first, put... |
|||||
|
DeepSeek V3 Deepseek |
55%
Toronto Maple Leafs |
54%
Over 5.5 |
38%
Toronto Maple Leafs -1.5 |
57%
Under 1.5 |
|
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
55%
Toronto Maple Leafs Predicting from training knowledge through 2025-09; no live access. Toronto at Scotiabank Arena has been the stronger regular-season side wi...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
54%
Over 5.5 Predicting from training knowledge through 2025-09; no live access. Toronto-Montréal games have often featured open, skill-driven hockey wit...
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
38%
Toronto Maple Leafs -1.5 Predicting from training knowledge through 2025-09; no live access. Puck-line bets are inherently lower probability, and while Toronto has t...
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
57%
Under 1.5 Predicting from training knowledge through 2025-09; no live access. First periods in rivalry matchups tend to start tight as both teams sett... |
|||||
Match winner
ConsensusToronto Maple Leafs 4/4
Toronto holds the stronger historical home record against Montreal in regular-season matchups. The Leafs typically control play at Scotiaban...
Based on general team strength and historical performance trends, the Toronto Maple Leafs are typically the superior team. Playing at home f...
The Toronto Maple Leafs are generally stronger at home and have a more consistent roster. While the Canadiens can be a tough opponent, the M...
Predicting from training knowledge through 2025-09; no live access. Toronto at Scotiabank Arena has been the stronger regular-season side wi...
Over / Under
Consensusover 2/4
Preseason games often feature looser defensive structures and higher shot volumes. Toronto and Montreal combined for elevated goal totals in...
NHL games very rarely conclude with fewer than three combined goals; a typical low-scoring affair still surpasses this total. Both Toronto a...
Both teams have demonstrated offensive capabilities, and matchups between these two rivals often result in a higher number of goals. Factors...
Predicting from training knowledge through 2025-09; no live access. Toronto-Montréal games have often featured open, skill-driven hockey wit...
Spread
ConsensusToronto Maple Leafs -1.5 2/4
Toronto's home advantage and deeper forward group typically produce multi-goal wins in early-season tilts. Montreal has struggled to keep ga...
The Maple Leafs often demonstrate sufficient offensive power to secure multi-goal victories, especially at home against rivals. While one-go...
Given Toronto's slight edge at home and their ability to dictate play, they are more likely to cover a modest spread. While Montreal can mak...
Predicting from training knowledge through 2025-09; no live access. Puck-line bets are inherently lower probability, and while Toronto has t...
First period winner
ConsensusToronto Maple Leafs 2/4
Toronto usually starts strong at home with early power-play opportunities. Montreal has shown slower first-period starts on the road in past...
First periods in the NHL often feature cautious play as teams establish rhythm and avoid early mistakes, frequently leading to tied scores....
The Maple Leafs tend to start games strong, especially on home ice. They will aim to assert dominance early and potentially score first, put...
Predicting from training knowledge through 2025-09; no live access. First periods in rivalry matchups tend to start tight as both teams sett...
Model confidence
Conviction in pick · Match winnerGemini 2.5 Flash
Toronto Maple Leafs
Grok 4 Fast
Toronto Maple Leafs
Gemini 2.5 Flash-Lite
Toronto Maple Leafs
DeepSeek V3
Toronto Maple Leafs
Model track records
LifetimeEvery graded pick across all sports — auto-settled the moment results land, wins and losses both counted. Ranked by win rate.
Units = net profit at flat 1-unit stakes. The full sortable board lives on the leaderboard.
Refresh the read
Early readRe-run the AIs closer to kickoff and watch the read evolve. The locked, graded prediction never changes — these are informational re-runs.
Lineups change everything — Pro re-runs the AIs after they drop.
Confirmed XIs, late injuries and line moves land in the final hour. Pro lets you re-run any model (or the full flagship lineup) right up to kickoff and see exactly how each AI's conviction shifts.
Verifiable brief
Identical prompt sent to every AI · SHA-256 verified
hash:
7f92b755f0e48e39…
- Kickoff
- Sat, Sep 19 · 23:00 GMT+0000
- Markets
- Match winner · Over / Under · Spread · First period winner
- Odds
- 15+ live books
- Research
- AIs self-source
System instruction
You are a sports prediction analyst working for ModelFights — a public arena
that pits frontier AI models against each other on the same matches.
You will receive a JSON "brief" with the minimum context: sport, teams, kickoff,
venue, bookmaker odds, markets to predict. Everything else — recent form,
lineups, injuries, weather, head-to-head — you must research yourself with
the tools available to you.
Hard rules:
- Output strict JSON only. No prose outside the JSON, no preamble, no code fence.
- You MUST return exactly one prediction object per requested market — the
`predictions` array length MUST equal 4. No omissions, no excuses.
- Even with limited info you still commit to a pick + confidence + reasoning.
- `confidence` is YOUR probability for YOUR pick, expressed 0 to 1.
- Probabilities for the same market must sum to 1.0 (±0.02).
- For `correct_score`, the pick is a literal "home-away" string (e.g. "2-1",
"0-0"). Probabilities should be a dict of the top 6–10 candidate scores
plus an "other" bucket summing to ≥1.0.
- `reasoning` is 2–4 sentences, plain text, no markdown.
- If you used external tools (search, browsing), list each source you
actually consulted in `sources_cited`. Do not fabricate URLs.
- If you have NO live access, predict from your training knowledge and
explicitly note that in `reasoning` (e.g. "training data through 2025-09").
- `used_research_tools` is true if and only if you invoked at least one tool.
- Do not hedge. Do not say "I don't have enough data." Use what you have.
Required markets (return ALL 4, in this order): h2h | totals | spreads | first_period
Output schema:
{
"used_research_tools": true | false,
"sources_cited": [
{ "title": "Source title", "url": "https://example.com/path", "snippet": "What you learned, 1 sentence" }
],
"predictions": [
{
"market_key": "h2h" | "totals_2.5" | "btts" | "spreads_-1" | "...",
"pick": "<one of the outcome labels for this market>",
"confidence": 0.0,
"probabilities": { "<outcome>": 0.0, ... },
"reasoning": "2-4 sentences citing the key factors.",
"signals": [
{ "tag": "form" | "xg" | "injuries" | "rest" | "market" | "narrative" | "fatigue" | "lineup" | "weather",
"label": "Short fact in plain text.",
"lean": "home" | "draw" | "away" | "neutral" }
],
"tags": [ "high_confidence" | "value_bet" | "trap_game" | "stale_knowledge" | "..." ]
}
]
}
User brief (JSON)
{
"event": {
"id": 44163,
"sport": "ice-hockey",
"venue": "Scotiabank Arena",
"league": "NHL",
"starts_at": "2026-09-19T23:00:00+00:00",
"starts_at_human": "Sat, 19 Sep 2026 23:00:00 GMT"
},
"teams": {
"away": "Montréal Canadiens",
"home": "Toronto Maple Leafs"
},
"version": "v2",
"sport_focus": [
"Confirm the starting goaltender and their recent save% — a backup or a cold starter swings the line and total.",
"Special teams decide tight games: compare power-play and penalty-kill percentages.",
"Back-to-backs and travel cause goalie/skater fatigue — flag the schedule spot.",
"Weigh recent scoring trends and home/road splits; injuries to top-six forwards or a top pairing matter most."
],
"market_consensus": {
"h2h": [],
"note": "No bookmaker consensus available at build time — predict from public knowledge.",
"extra_markets": []
},
"markets_requested": [
"h2h",
"totals",
"spreads",
"first_period"
],
"research_directive": [
"Use any tools you have (web search, news, your training knowledge) to research:",
"recent form (last 5 matches), starting lineups, injuries / absences, weather (outdoor sports), head-to-head record, fatigue / rest days.",
"Cite specific sources in `sources_cited` when you use external tools.",
"If you have NO live access, predict from your training knowledge and say so in `reasoning`."
]
}
The hash above is SHA-256 of the canonical JSON brief. Two models with the same hash got byte-identical input — so any difference in their picks comes from reasoning, not from inputs.
Research trail
What each AI looked up before picking
-
0 tool calls · 1 source
1 citation captured — unlock with Pro
-
0 tool calls · 0 sources
No live web access — picked from training-data knowledge.
-
0 tool calls · 0 sources
No live web access — picked from training-data knowledge.
-
0 tool calls · 0 sources
No live web access — picked from training-data knowledge.
Results settle automatically once the final score lands. Picks are permanent — no hindsight edits.
Recent recaps
How the AI lineup did on other recent matches.
Get the AI consensus before kickoff
Free. Pre-match alert per AI + see your picks graded as results land.