Calgary FlamesvsVancouver Canucks
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AI predictions
6 markets · 4 models
Ask the AIsWho picked what
16 models × 6 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).
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
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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).
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First period o1.5
?
First period o1.5
Market explanation coming soon.
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First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
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First period h2h
?
First period h2h
Market explanation coming soon.
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|---|---|---|---|---|---|---|---|
| Consensus |
Calgary Flames 4/4 models |
over 3/4 models |
Calgary Flames 3/4 models |
over 1/1 models |
Draw 2/2 models |
Draw 1/1 models |
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Claude Opus 4.7 FlagshipAnthropic |
Flagship picks across 6 markets — unlock with Pro
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Claude Opus 4.6 FlagshipAnthropic |
Flagship picks across 6 markets — unlock with Pro
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Claude Opus 4.8 FlagshipAnthropic |
Flagship picks across 6 markets — unlock with Pro
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Claude Sonnet 4.6 FlagshipAnthropic |
Flagship picks across 6 markets — unlock with Pro
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Claude Haiku 4.5 Anthropic |
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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 o1.5
?
First period o1.5
Market explanation coming soon.
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.
First period h2h
?
First period h2h
Market explanation coming soon.
No pick on this market. |
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GPT-5 FlagshipOpenai |
Flagship picks across 6 markets — unlock with Pro
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GPT-5 Mini Openai |
— | — | — | — | — | — | |
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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 o1.5
?
First period o1.5
Market explanation coming soon.
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.
First period h2h
?
First period h2h
Market explanation coming soon.
No pick on this market. |
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GPT-4o Mini Openai |
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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 o1.5
?
First period o1.5
Market explanation coming soon.
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.
First period h2h
?
First period h2h
Market explanation coming soon.
No pick on this market. |
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o4-mini FlagshipOpenai |
Flagship picks across 6 markets — unlock with Pro
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Grok 4.3 FlagshipXai |
Flagship picks across 6 markets — unlock with Pro
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Grok 4 Fast Xai |
53%
Calgary Flames |
51%
over |
48%
Calgary Flames |
— |
42%
Draw |
— | |
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
53%
Calgary Flames Training data through 2025-09 shows Calgary holding a slight historical edge in the Battle of Alberta at home. No current lineups or injurie...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
51%
over Training data shows average NHL preseason totals trending slightly higher due to looser defensive play. Both teams historically put up moder...
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).
48%
Calgary Flames Home puckline value is thin in training data for these teams but Saddledome has historically produced close games decided by one goal. Vanco...
First period o1.5
?
First period o1.5
Market explanation coming soon.
No pick on this market.
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
42%
Draw First periods in training data for these matchups frequently end scoreless or tied due to cautious starts. No line or special-teams data for...
First period h2h
?
First period h2h
Market explanation coming soon.
No pick on this market. |
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Gemini 3.1 Pro Flagship |
Flagship picks across 6 markets — unlock with Pro
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Gemini 2.5 Pro Flagship |
Flagship picks across 6 markets — unlock with Pro
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|
Gemini 2.5 Flash |
53%
Calgary Flames |
52%
Over 5.5 |
55%
Vancouver Canucks +1.5 |
— | — |
35%
Draw |
|
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
53%
Calgary Flames This prediction is based on my training data through 2025-09. Historically, the Calgary Flames hold a slight edge when playing at home again...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
52%
Over 5.5 Based on general NHL scoring trends observed up to my training data cutoff of 2025-09, games frequently hit or exceed 5.5 goals, especially...
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).
55%
Vancouver Canucks +1.5 Even when Calgary wins at home against Vancouver, these divisional matchups are often very close, frequently decided by a single goal or in...
First period o1.5
?
First period o1.5
Market explanation coming soon.
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.
First period h2h
?
First period h2h
Market explanation coming soon.
35%
Draw First periods in NHL games, especially between division rivals, often start cautiously with teams testing each other. It's common for the sc... |
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Gemini 2.5 Flash-Lite |
58%
Calgary Flames |
62%
over |
55%
Calgary Flames |
59%
over |
— | — | |
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
58%
Calgary Flames Calgary Flames are predicted to win due to home-ice advantage and a historically strong performance against the Vancouver Canucks. While rec...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
62%
over The total is set at 5.5 goals, and an 'over' prediction is favored. Both teams have shown a tendency for higher-scoring games, especially wh...
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).
55%
Calgary Flames The Calgary Flames are favored on the puck line (-1). Given their predicted win and the assumption of a competitive game, they are expected...
First period o1.5
?
First period o1.5
Market explanation coming soon.
59%
over The first period total is set at 1.5 goals, with a slight lean towards 'over'. Both teams have demonstrated the ability to score early in ga...
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
No pick on this market.
First period h2h
?
First period h2h
Market explanation coming soon.
No pick on this market. |
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|
DeepSeek V3 Deepseek |
44%
Calgary Flames |
55%
over |
34%
Calgary Flames |
— |
36%
Draw |
— | |
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
44%
Calgary Flames No live access, so this is from training knowledge through 2025-09. Calgary at the Saddledome has historically been a tough building for Van...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
over Training-data view through 2025-09 suggests Flames-Canucks games have trended toward the over more often at the Saddledome in recent seasons...
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).
34%
Calgary Flames Flames -1 (i.e. winning by two-plus) is a low-probability ask given their tendency to play low-margin games. My best guess is a one-goal Cal...
First period o1.5
?
First period o1.5
Market explanation coming soon.
No pick on this market.
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
36%
Draw First-period 1X2 in NHL games very often ends level, and Calgary's methodical starts at home push this even further toward a scoreless or 1-...
First period h2h
?
First period h2h
Market explanation coming soon.
No pick on this market. |
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Match winner
ConsensusCalgary Flames 4/4
Training data through 2025-09 shows Calgary holding a slight historical edge in the Battle of Alberta at home. No current lineups or injurie...
This prediction is based on my training data through 2025-09. Historically, the Calgary Flames hold a slight edge when playing at home again...
Calgary Flames are predicted to win due to home-ice advantage and a historically strong performance against the Vancouver Canucks. While rec...
No live access, so this is from training knowledge through 2025-09. Calgary at the Saddledome has historically been a tough building for Van...
Over / Under
Consensusover 3/4
Training data shows average NHL preseason totals trending slightly higher due to looser defensive play. Both teams historically put up moder...
Based on general NHL scoring trends observed up to my training data cutoff of 2025-09, games frequently hit or exceed 5.5 goals, especially...
The total is set at 5.5 goals, and an 'over' prediction is favored. Both teams have shown a tendency for higher-scoring games, especially wh...
Training-data view through 2025-09 suggests Flames-Canucks games have trended toward the over more often at the Saddledome in recent seasons...
Spread
ConsensusCalgary Flames 3/4
Home puckline value is thin in training data for these teams but Saddledome has historically produced close games decided by one goal. Vanco...
Even when Calgary wins at home against Vancouver, these divisional matchups are often very close, frequently decided by a single goal or in...
The Calgary Flames are favored on the puck line (-1). Given their predicted win and the assumption of a competitive game, they are expected...
Flames -1 (i.e. winning by two-plus) is a low-probability ask given their tendency to play low-margin games. My best guess is a one-goal Cal...
First period o1.5
Consensusover 1/1
The first period total is set at 1.5 goals, with a slight lean towards 'over'. Both teams have demonstrated the ability to score early in ga...
First period winner
ConsensusDraw 2/2
First periods in training data for these matchups frequently end scoreless or tied due to cautious starts. No line or special-teams data for...
First-period 1X2 in NHL games very often ends level, and Calgary's methodical starts at home push this even further toward a scoreless or 1-...
First period h2h
ConsensusDraw 1/1
First periods in NHL games, especially between division rivals, often start cautiously with teams testing each other. It's common for the sc...
Model confidence
Conviction in pick · Match winnerGemini 2.5 Flash-Lite
Calgary Flames
Grok 4 Fast
Calgary Flames
Gemini 2.5 Flash
Calgary Flames
DeepSeek V3
Calgary Flames
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:
6e3b4941760c2958…
- Kickoff
- Wed, Sep 23 · 01:00 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": 46419,
"sport": "ice-hockey",
"venue": "Scotiabank Saddledome",
"league": "NHL",
"starts_at": "2026-09-23T01:00:00+00:00",
"starts_at_human": "Wed, 23 Sep 2026 01:00:00 GMT"
},
"teams": {
"away": "Vancouver Canucks",
"home": "Calgary Flames"
},
"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.
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.
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