NFL
NCAAF
Upcoming · in 1917h 39m
VC
Virginia Cavaliers vs NC State Wolfpack
NSKickoff · Sat, Aug 29 · 16:00 GMT+0000
Verifiable brief
Identical prompt sent to every AI · SHA-256 verified
hash:
3e7ee9607752ba00…
- Sport
- Sat, Aug 29 · 16:00 GMT+0000
- Markets
- h2h · totals · spreads · first_half
- Source
- The Odds API · live
- 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.
- Pick exactly one outcome per requested market.
- `confidence` is YOUR probability for YOUR pick, expressed 0 to 1.
- Probabilities for the same market must sum to 1.0 (±0.02).
- `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.
Markets to predict (omit any you cannot pick from the brief): h2h | totals | spreads | first_half
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)
{
"version": "v1",
"built_at": "2026-06-10T18:20:42+00:00",
"event": {
"id": 4,
"sport": "american-football",
"league": "NCAAF",
"starts_at": "2026-08-29T16:00:00+00:00",
"starts_at_human": "Sat, 29 Aug 2026 16:00:00 GMT",
"venue": null
},
"teams": {
"home": "Virginia Cavaliers",
"away": "NC State Wolfpack"
},
"market_consensus": {
"h2h": {
"home": 1.56,
"away": 2.68
},
"extra_markets": {
"spreads": [
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.91
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.91
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.94
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.94
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.91
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.91
},
{
"point": -4.5,
"outcome": "Virginia Cavaliers",
"price": 1.92
},
{
"point": 4.5,
"outcome": "NC State Wolfpack",
"price": 1.92
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.91
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.89
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.91
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.89
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.91
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.89
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.89
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.88
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.92
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.89
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.95
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.87
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.91
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.91
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.91
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.91
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.91
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.91
},
{
"point": -4.5,
"outcome": "Virginia Cavaliers",
"price": 1.89
},
{
"point": 4.5,
"outcome": "NC State Wolfpack",
"price": 1.93
},
{
"point": -4.5,
"outcome": "Virginia Cavaliers",
"price": 1.91
},
{
"point": 4.5,
"outcome": "NC State Wolfpack",
"price": 1.91
},
{
"point": -5,
"outcome": "Virginia Cavaliers",
"price": 1.91
},
{
"point": 5,
"outcome": "NC State Wolfpack",
"price": 1.91
},
{
"point": -4.5,
"outcome": "Virginia Cavaliers",
"price": 1.87
},
{
"point": 4.5,
"outcome": "NC State Wolfpack",
"price": 1.89
},
{
"point": -4.5,
"outcome": "Virginia Cavaliers",
"price": 1.87
},
{
"point": 4.5,
"outcome": "NC State Wolfpack",
"price": 1.89
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.91
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.91
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.91
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.91
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.91
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.91
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.94
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.94
},
{
"point": -5.5,
"outcome": "Virginia Cavaliers",
"price": 1.91
},
{
"point": 5.5,
"outcome": "NC State Wolfpack",
"price": 1.91
}
],
"totals": [
{
"point": 54.5,
"outcome": "Under",
"price": 1.93
},
{
"point": 54.5,
"outcome": "Over",
"price": 1.93
},
{
"point": 54.5,
"outcome": "Under",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Over",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Under",
"price": 1.92
},
{
"point": 54.5,
"outcome": "Over",
"price": 1.92
},
{
"point": 54,
"outcome": "Under",
"price": 1.91
},
{
"point": 54,
"outcome": "Over",
"price": 1.91
},
{
"point": 54,
"outcome": "Under",
"price": 1.89
},
{
"point": 54,
"outcome": "Over",
"price": 1.89
},
{
"point": 54,
"outcome": "Under",
"price": 1.91
},
{
"point": 54,
"outcome": "Over",
"price": 1.91
},
{
"point": 54,
"outcome": "Under",
"price": 1.89
},
{
"point": 54,
"outcome": "Over",
"price": 1.89
},
{
"point": 54,
"outcome": "Under",
"price": 1.88
},
{
"point": 54,
"outcome": "Over",
"price": 1.88
},
{
"point": 54,
"outcome": "Under",
"price": 1.91
},
{
"point": 54,
"outcome": "Over",
"price": 1.91
},
{
"point": 54,
"outcome": "Under",
"price": 1.91
},
{
"point": 54,
"outcome": "Over",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Under",
"price": 1.95
},
{
"point": 54.5,
"outcome": "Over",
"price": 1.87
},
{
"point": 54.5,
"outcome": "Under",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Over",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Under",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Over",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Under",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Over",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Under",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Over",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Under",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Over",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Under",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Over",
"price": 1.91
},
{
"point": 54,
"outcome": "Under",
"price": 1.89
},
{
"point": 54,
"outcome": "Over",
"price": 1.87
},
{
"point": 54,
"outcome": "Under",
"price": 1.89
},
{
"point": 54,
"outcome": "Over",
"price": 1.87
},
{
"point": 54.5,
"outcome": "Under",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Over",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Under",
"price": 1.95
},
{
"point": 54.5,
"outcome": "Over",
"price": 1.87
},
{
"point": 54.5,
"outcome": "Under",
"price": 1.93
},
{
"point": 54.5,
"outcome": "Over",
"price": 1.93
},
{
"point": 54.5,
"outcome": "Under",
"price": 1.91
},
{
"point": 54.5,
"outcome": "Over",
"price": 1.91
}
],
"h2h": [
{
"point": null,
"outcome": "Virginia Cavaliers",
"price": 1.56
},
{
"point": null,
"outcome": "NC State Wolfpack",
"price": 2.5
},
{
"point": null,
"outcome": "Virginia Cavaliers",
"price": 1.5
},
{
"point": null,
"outcome": "NC State Wolfpack",
"price": 2.55
},
{
"point": null,
"outcome": "Virginia Cavaliers",
"price": 1.5
},
{
"point": null,
"outcome": "NC State Wolfpack",
"price": 2.55
},
{
"point": null,
"outcome": "Virginia Cavaliers",
"price": 1.5
},
{
"point": null,
"outcome": "NC State Wolfpack",
"price": 2.55
},
{
"point": null,
"outcome": "Virginia Cavaliers",
"price": 1.5
},
{
"point": null,
"outcome": "NC State Wolfpack",
"price": 2.55
},
{
"point": null,
"outcome": "Virginia Cavaliers",
"price": 1.5
},
{
"point": null,
"outcome": "NC State Wolfpack",
"price": 2.65
},
{
"point": null,
"outcome": "Virginia Cavaliers",
"price": 1.53
},
{
"point": null,
"outcome": "NC State Wolfpack",
"price": 2.58
},
{
"point": null,
"outcome": "Virginia Cavaliers",
"price": 1.5
},
{
"point": null,
"outcome": "NC State Wolfpack",
"price": 2.55
},
{
"point": null,
"outcome": "Virginia Cavaliers",
"price": 1.56
},
{
"point": null,
"outcome": "NC State Wolfpack",
"price": 2.5
},
{
"point": null,
"outcome": "Virginia Cavaliers",
"price": 1.56
},
{
"point": null,
"outcome": "NC State Wolfpack",
"price": 2.55
},
{
"point": null,
"outcome": "Virginia Cavaliers",
"price": 1.53
},
{
"point": null,
"outcome": "NC State Wolfpack",
"price": 2.55
},
{
"point": null,
"outcome": "Virginia Cavaliers",
"price": 1.5
},
{
"point": null,
"outcome": "NC State Wolfpack",
"price": 2.51
},
{
"point": null,
"outcome": "Virginia Cavaliers",
"price": 1.5
},
{
"point": null,
"outcome": "NC State Wolfpack",
"price": 2.51
},
{
"point": null,
"outcome": "Virginia Cavaliers",
"price": 1.49
},
{
"point": null,
"outcome": "NC State Wolfpack",
"price": 2.68
}
]
},
"note": "Bookmaker consensus odds at the moment of the call. Frozen here so settlement grades against the same line."
},
"markets_requested": [
"h2h",
"totals",
"spreads",
"first_half"
],
"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.
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Bookmaker odds
25 books · sharp books pinned · best price highlighted
| Book | Virginia Cavaliers | Draw | NC State Wolfpack |
|---|---|---|---|
| Draftkings | 1.56 | — | 2.50 |
| Fanduel | 1.49 | — | 2.68 |
| Betrivers | 1.50 | — | 2.55 |
| Betsson | 1.50 | — | 2.51 |
| Bovada | 1.56 | — | 2.55 |
| Fanatics | 1.53 | — | 2.55 |
| Gtbets | 1.56 | — | 2.50 |
| Leovegas | 1.50 | — | 2.65 |
| Leovegas Se | 1.50 | — | 2.55 |
| Nordicbet | 1.50 | — | 2.51 |
| Unibet Nl | 1.50 | — | 2.55 |
| Unibet Se | 1.50 | — | 2.55 |
| Unibet | 1.50 | — | 2.55 |
| Williamhill | 1.53 | — | 2.58 |
| Book | Line | Over | Under |
|---|---|---|---|
| Draftkings | 54.5 | 1.91 | 1.91 |
| Fanduel | 54.5 | 1.87 | 1.95 |
| Betmgm | 54.5 | 1.91 | 1.91 |
| BetOnline | 54.5 | 1.91 | 1.91 |
| Betrivers | 54.0 | 1.89 | 1.89 |
| Betsson | 54.0 | 1.87 | 1.89 |
| Bovada | 54.5 | 1.91 | 1.91 |
| Casumo | 54.0 | 1.91 | 1.91 |
| Coral | 54.5 | 1.91 | 1.91 |
| Fanatics | 54.5 | 1.91 | 1.91 |
| Grosvenor | 54.0 | 1.91 | 1.91 |
| Gtbets | 54.5 | 1.92 | 1.92 |
| Ladbrokes | 54.5 | 1.91 | 1.91 |
| Leovegas | 54.0 | 1.88 | 1.88 |
| Livescorebet | 54.0 | 1.91 | 1.91 |
| LowVig | 54.5 | 1.93 | 1.93 |
| Nordicbet | 54.0 | 1.87 | 1.89 |
| Onexbet | 54.5 | 1.91 | 1.91 |
| Unibet Nl | 54.0 | 1.89 | 1.89 |
| Virginbet | 54.0 | 1.91 | 1.91 |
| Williamhill | 54.5 | 1.87 | 1.95 |
| Book | Virginia Cavaliers | NC State Wolfpack |
|---|---|---|
| Draftkings | -4.5 @ 1.89 | +4.5 @ 1.93 |
| Fanduel | -5.5 @ 1.91 | +5.5 @ 1.91 |
| Betmgm | -5.5 @ 1.91 | +5.5 @ 1.91 |
| BetOnline | -5.5 @ 1.91 | +5.5 @ 1.91 |
| Betrivers | -5.5 @ 1.91 | +5.5 @ 1.89 |
| Betsson | -4.5 @ 1.87 | +4.5 @ 1.89 |
| Betus | -5.5 @ 1.91 | +5.5 @ 1.91 |
| Bovada | -4.5 @ 1.91 | +4.5 @ 1.91 |
| Coral | -5.5 @ 1.91 | +5.5 @ 1.91 |
| Fanatics | -5.0 @ 1.91 | +5.0 @ 1.91 |
| Gtbets | -4.5 @ 1.92 | +4.5 @ 1.92 |
| Ladbrokes | -5.5 @ 1.91 | +5.5 @ 1.91 |
| Leovegas | -5.5 @ 1.92 | +5.5 @ 1.89 |
| Leovegas Se | -5.5 @ 1.89 | +5.5 @ 1.88 |
| LowVig | -5.5 @ 1.94 | +5.5 @ 1.94 |
| Nordicbet | -4.5 @ 1.87 | +4.5 @ 1.89 |
| Onexbet | -5.5 @ 1.91 | +5.5 @ 1.91 |
| Unibet Nl | -5.5 @ 1.91 | +5.5 @ 1.89 |
| Unibet Se | -5.5 @ 1.91 | +5.5 @ 1.89 |
| Williamhill | -5.5 @ 1.95 | +5.5 @ 1.87 |
Line movement (h2h)
Each line = one bookmaker · sharp books pinned first
Betrivers
Betsson
Bovada
Draftkings
Fanatics
Fanduel
Gtbets
Leovegas
Leovegas Se
Nordicbet
Unibet Nl
Unibet Se
Unibet
Williamhill
Virginia Cavaliers NC State Wolfpack
Results settle automatically once the final score lands. Picks are permanent — no hindsight edits.