Pittsburgh PenguinsvsBuffalo Sabres
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AI predictions
5 markets · 4 models
Ask the AIsWho picked what
16 models × 5 markets · click a row to see reasoning
| Model |
First period over 1.5
?
First period over 1.5
Market explanation coming soon.
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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 winner
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First period winner
First-period winner. Who is ahead at the end of the first period.
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|---|---|---|---|---|---|---|
| Consensus |
over 1/1 models |
Pittsburgh Penguins 4/4 models |
over 2/4 models |
home_ -1.5 1/4 models |
Draw 1/3 models |
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Claude Opus 4.7 FlagshipAnthropic |
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Claude Opus 4.6 FlagshipAnthropic |
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Claude Opus 4.8 FlagshipAnthropic |
Flagship picks across 5 markets — unlock with Pro
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Claude Sonnet 4.6 FlagshipAnthropic |
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Claude Haiku 4.5 Anthropic |
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First period over 1.5
?
First period over 1.5
Market explanation coming soon.
No pick on this market.
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. |
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GPT-5 FlagshipOpenai |
Flagship picks across 5 markets — unlock with Pro
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GPT-5 Mini Openai |
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First period over 1.5
?
First period over 1.5
Market explanation coming soon.
No pick on this market.
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. |
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GPT-4o Mini Openai |
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First period over 1.5
?
First period over 1.5
Market explanation coming soon.
No pick on this market.
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. |
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o4-mini FlagshipOpenai |
Flagship picks across 5 markets — unlock with Pro
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Grok 4.3 FlagshipXai |
Flagship picks across 5 markets — unlock with Pro
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Grok 4 Fast Xai |
— |
54%
Pittsburgh Penguins |
51%
over |
48%
home_ -1.5 |
38%
Draw |
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First period over 1.5
?
First period over 1.5
Market explanation coming soon.
No pick on this market.
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
54%
Pittsburgh Penguins Pittsburgh holds home-ice advantage at PPG Paints Arena. Buffalo has shown inconsistency on the road in past seasons. Training data through...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
51%
over Both teams tend to play open styles that produce higher goal counts. September scheduling often features looser defensive structure. Trainin...
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%
home_ -1.5 Penguins are expected to control play at home but Buffalo can keep games close. Puck line outcomes favor the visitor slightly in preseason-s...
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
38%
Draw First periods in NHL openers are typically low-event and cautious. Neither side has shown dominant early-period form historically. Training... |
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Gemini 3.1 Pro Flagship |
Flagship picks across 5 markets — unlock with Pro
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Gemini 2.5 Pro Flagship |
Flagship picks across 5 markets — unlock with Pro
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Gemini 2.5 Flash |
— |
60%
Pittsburgh Penguins |
52%
Over 6.5 |
55%
Pittsburgh Penguins -1.5 |
45%
Pittsburgh Penguins |
|
|
First period over 1.5
?
First period over 1.5
Market explanation coming soon.
No pick on this market.
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
60%
Pittsburgh Penguins Based on training data up to early 2023, the Pittsburgh Penguins generally possess a stronger, more experienced roster and have a significan...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
52%
Over 6.5 Given the Penguins' traditional offensive strength and the Sabres' historical tendencies to be involved in higher-scoring games (due to both...
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%
Pittsburgh Penguins -1.5 If the Penguins secure a victory at home against a historically less consistent Sabres team, there's a good chance it will be by more than o...
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
45%
Pittsburgh Penguins The Pittsburgh Penguins, especially at home, are known for strong starts and often seize early leads. Their veteran leadership and offensive... |
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Gemini 2.5 Flash-Lite |
55%
over |
65%
Pittsburgh Penguins |
60%
over |
58%
Pittsburgh Penguins |
— | |
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First period over 1.5
?
First period over 1.5
Market explanation coming soon.
55%
over Many NHL games start with an energetic pace, and both these teams have the offensive potential to score early. The first period often sees a...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
65%
Pittsburgh Penguins The Pittsburgh Penguins have historically been a stronger team than the Buffalo Sabres, particularly when playing at home. While recent form...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
60%
over Both teams have shown a tendency to be involved in games with a moderate to high number of goals scored. The offensive capabilities of both...
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%
Pittsburgh Penguins Given the Penguins' expected edge at home and their overall stronger historical performance, they are more likely to win by more than one go...
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
No pick on this market. |
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|
DeepSeek V3 Deepseek |
— |
45%
Pittsburgh Penguins |
55%
Over 5.5 |
60%
Buffalo Sabres +1.5 |
30%
Tie 0-0 |
|
|
First period over 1.5
?
First period over 1.5
Market explanation coming soon.
No pick on this market.
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
45%
Pittsburgh Penguins Training data through mid-2025 only; no live access for this 2026-09-21 game. Penguins historically strong at PPG Paints Arena with home-ice...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
Over 5.5 Early-season NHL games often produce higher scoring as defenses and goalies shake off rust. Both teams have offensive talent (Penguins' top...
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).
60%
Buffalo Sabres +1.5 While Pittsburgh is favored at home, a 1.5-goal spread is significant in a likely close game. Sabres have enough speed and scoring to keep i...
First period winner
?
First period winner
First-period winner. Who is ahead at the end of the first period.
30%
Tie 0-0 First periods in early-season NHL games often start cautiously, with teams feeling each other out. Goaltenders are typically sharp early bef... |
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First period over 1.5
Consensusover 1/1
Many NHL games start with an energetic pace, and both these teams have the offensive potential to score early. The first period often sees a...
Match winner
ConsensusPittsburgh Penguins 4/4
Pittsburgh holds home-ice advantage at PPG Paints Arena. Buffalo has shown inconsistency on the road in past seasons. Training data through...
Based on training data up to early 2023, the Pittsburgh Penguins generally possess a stronger, more experienced roster and have a significan...
The Pittsburgh Penguins have historically been a stronger team than the Buffalo Sabres, particularly when playing at home. While recent form...
Training data through mid-2025 only; no live access for this 2026-09-21 game. Penguins historically strong at PPG Paints Arena with home-ice...
Over / Under
Consensusover 2/4
Both teams tend to play open styles that produce higher goal counts. September scheduling often features looser defensive structure. Trainin...
Given the Penguins' traditional offensive strength and the Sabres' historical tendencies to be involved in higher-scoring games (due to both...
Both teams have shown a tendency to be involved in games with a moderate to high number of goals scored. The offensive capabilities of both...
Early-season NHL games often produce higher scoring as defenses and goalies shake off rust. Both teams have offensive talent (Penguins' top...
Spread
Consensushome_ -1.5 1/4
Penguins are expected to control play at home but Buffalo can keep games close. Puck line outcomes favor the visitor slightly in preseason-s...
If the Penguins secure a victory at home against a historically less consistent Sabres team, there's a good chance it will be by more than o...
Given the Penguins' expected edge at home and their overall stronger historical performance, they are more likely to win by more than one go...
While Pittsburgh is favored at home, a 1.5-goal spread is significant in a likely close game. Sabres have enough speed and scoring to keep i...
First period winner
ConsensusDraw 1/3
First periods in NHL openers are typically low-event and cautious. Neither side has shown dominant early-period form historically. Training...
The Pittsburgh Penguins, especially at home, are known for strong starts and often seize early leads. Their veteran leadership and offensive...
First periods in early-season NHL games often start cautiously, with teams feeling each other out. Goaltenders are typically sharp early bef...
Model confidence
Conviction in pick · Match winnerGemini 2.5 Flash-Lite
Pittsburgh Penguins
Gemini 2.5 Flash
Pittsburgh Penguins
Grok 4 Fast
Pittsburgh Penguins
DeepSeek V3
Pittsburgh Penguins
Model track records
LifetimeEvery graded pick across all sports — auto-settled the moment results land, wins and losses both counted. Ranked by win rate.
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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:
ff5738ec29bba3a1…
- Kickoff
- Mon, Sep 21 · 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": 44818,
"sport": "ice-hockey",
"venue": "PPG Paints Arena",
"league": "NHL",
"starts_at": "2026-09-21T23:00:00+00:00",
"starts_at_human": "Mon, 21 Sep 2026 23:00:00 GMT"
},
"teams": {
"away": "Buffalo Sabres",
"home": "Pittsburgh Penguins"
},
"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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