BrightonvsTromso
Brighton 4–0 Tromso
All 4 AIs backed Brighton — and reality agreed.
- AI lean
- Brighton 4/4
- Correct calls
- 4/4
- Final
- 4–0
Every pick below was locked before the match and graded automatically against the final score — no hindsight edits.
AI predictions
8 markets · 4 models
Ask the AIsWho picked what
16 models × 8 markets · click a row to see reasoning
| Model |
Both teams to score
?
Both teams to score
Both Teams To Score. Yes = both teams score at least once. No = at least one team is shut out.
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Correct score
?
Correct score
Correct score. The exact final score (e.g. 2-1). Highest-variance market — most picks lose, but the payouts are big when they hit.
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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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Asian handicap
?
Asian handicap
Asian Handicap. Like a spread, but quarter-lines split the stake — you can half-win or half-push.
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Half-time / Full-time
?
Half-time / Full-time
Half-time / Full-time. Outcome at the break AND at the final whistle — both have to match for the pick to land.
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Draw no bet
?
Draw no bet
Market explanation coming soon.
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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).
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
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|---|---|---|---|---|---|---|---|---|---|
| Consensus |
yes 2/4 models |
2-0 3/4 models |
over 3/4 models |
Brighton 1/4 models |
Brighton / Brighton 3/4 models |
Brighton 4/4 models |
Brighton 4/4 models |
Brighton 4/4 models |
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Claude Opus 4.7 FlagshipAnthropic |
Flagship picks across 8 markets — unlock with Pro
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Claude Opus 4.6 FlagshipAnthropic |
Flagship picks across 8 markets — unlock with Pro
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Claude Opus 4.8 FlagshipAnthropic |
Flagship picks across 8 markets — unlock with Pro
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Claude Sonnet 4.6 FlagshipAnthropic |
Flagship picks across 8 markets — unlock with Pro
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Claude Haiku 4.5 Anthropic |
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Both teams to score
?
Both teams to score
Both Teams To Score. Yes = both teams score at least once. No = at least one team is shut out.
No pick on this market.
Correct score
?
Correct score
Correct score. The exact final score (e.g. 2-1). Highest-variance market — most picks lose, but the payouts are big when they hit.
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.
Asian handicap
?
Asian handicap
Asian Handicap. Like a spread, but quarter-lines split the stake — you can half-win or half-push.
No pick on this market.
Half-time / Full-time
?
Half-time / Full-time
Half-time / Full-time. Outcome at the break AND at the final whistle — both have to match for the pick to land.
No pick on this market.
Draw no bet
?
Draw no bet
Market explanation coming soon.
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.
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. |
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GPT-5 FlagshipOpenai |
Flagship picks across 8 markets — unlock with Pro
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GPT-5 Mini Openai |
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Both teams to score
?
Both teams to score
Both Teams To Score. Yes = both teams score at least once. No = at least one team is shut out.
No pick on this market.
Correct score
?
Correct score
Correct score. The exact final score (e.g. 2-1). Highest-variance market — most picks lose, but the payouts are big when they hit.
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.
Asian handicap
?
Asian handicap
Asian Handicap. Like a spread, but quarter-lines split the stake — you can half-win or half-push.
No pick on this market.
Half-time / Full-time
?
Half-time / Full-time
Half-time / Full-time. Outcome at the break AND at the final whistle — both have to match for the pick to land.
No pick on this market.
Draw no bet
?
Draw no bet
Market explanation coming soon.
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.
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. |
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GPT-4o Mini Openai |
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Both teams to score
?
Both teams to score
Both Teams To Score. Yes = both teams score at least once. No = at least one team is shut out.
No pick on this market.
Correct score
?
Correct score
Correct score. The exact final score (e.g. 2-1). Highest-variance market — most picks lose, but the payouts are big when they hit.
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.
Asian handicap
?
Asian handicap
Asian Handicap. Like a spread, but quarter-lines split the stake — you can half-win or half-push.
No pick on this market.
Half-time / Full-time
?
Half-time / Full-time
Half-time / Full-time. Outcome at the break AND at the final whistle — both have to match for the pick to land.
No pick on this market.
Draw no bet
?
Draw no bet
Market explanation coming soon.
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.
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. |
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o4-mini FlagshipOpenai |
Flagship picks across 8 markets — unlock with Pro
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Grok 4.3 FlagshipXai |
Flagship picks across 8 markets — unlock with Pro
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Grok 4 Fast Xai |
55%
no
W
|
22%
2-0
L
|
58%
over
W
|
52%
Brighton -1.5
W
|
55%
Brighton / Brighton |
80%
Brighton
W
|
65%
Brighton
W
|
72%
Brighton
W
|
|
|
Both teams to score
?
Both teams to score
Both Teams To Score. Yes = both teams score at least once. No = at least one team is shut out.
55%
no Brighton's defensive record at home (3 conceded in 5) suggests clean-sheet likelihood. Tromso's attack lacks penetration against top sides....
Correct score
?
Correct score
Correct score. The exact final score (e.g. 2-1). Highest-variance market — most picks lose, but the payouts are big when they hit.
22%
2-0 2-0 aligns with Brighton's controlled home wins and Tromso's low scoring away. Clean-sheet probability elevated. Training data through 2025-...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
58%
over Brighton average over 2.4 goals per home game while Tromso concede regularly on the road. Set-piece threat and open style expected at Amex p...
Asian handicap
?
Asian handicap
Asian Handicap. Like a spread, but quarter-lines split the stake — you can half-win or half-push.
52%
Brighton -1.5 Brighton favored to win by 1.5+ goals margin. Tromso defensive but limited counter threat. Fixture congestion for Brighton noted but quality...
Half-time / Full-time
?
Half-time / Full-time
Half-time / Full-time. Outcome at the break AND at the final whistle — both have to match for the pick to land.
55%
Brighton / Brighton Brighton likely lead at half-time and extend lead. Early pressure at home typical for the Seagulls. Tromso sit deep but concede late.
Draw no bet
?
Draw no bet
Market explanation coming soon.
80%
Brighton Brighton's superior squad depth and home record make a draw unlikely. Tromso's away form is respectable but insufficient against Premier Lea...
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).
65%
Brighton Brighton expected to win by 2+ goals given quality difference. Tromso's away record shows vulnerability to high-pressing sides. Home venue a...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
72%
Brighton Brighton's home form WDWWW shows strong attacking output at Amex while Tromso's recent 0-0 result came away from home. Premier League qualit... |
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Gemini 3.1 Pro Flagship |
Flagship picks across 8 markets — unlock with Pro
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Gemini 2.5 Pro Flagship |
Flagship picks across 8 markets — unlock with Pro
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Gemini 2.5 Flash |
55%
yes
L
|
15%
2-0
L
|
60%
over
W
|
55%
Brighton |
50%
Brighton / Brighton |
85%
Brighton
W
|
55%
Brighton
W
|
75%
Brighton
W
|
|
|
Both teams to score
?
Both teams to score
Both Teams To Score. Yes = both teams score at least once. No = at least one team is shut out.
55%
yes Brighton is expected to score at home. Tromso, despite a 0-0 in the first leg, has demonstrated good attacking form recently and will be eag...
Correct score
?
Correct score
Correct score. The exact final score (e.g. 2-1). Highest-variance market — most picks lose, but the payouts are big when they hit.
15%
2-0 Brighton's home advantage and defensive solidity suggest a clean sheet is possible, especially considering their need for a win. They need a...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
60%
over Brighton must score at home after the 0-0 first leg, and their recent offensive form is strong (12 goals in 5 games). While Tromso showed de...
Asian handicap
?
Asian handicap
Asian Handicap. Like a spread, but quarter-lines split the stake — you can half-win or half-push.
55%
Brighton Assuming an Asian Handicap line of Brighton -1.5, Brighton is expected to win by at least two goals at home. Their superior quality and the...
Half-time / Full-time
?
Half-time / Full-time
Half-time / Full-time. Outcome at the break AND at the final whistle — both have to match for the pick to land.
50%
Brighton / Brighton Brighton will look to start strong at home, aiming for an early goal to settle the nerves and take control of the tie. Their superior qualit...
Draw no bet
?
Draw no bet
Market explanation coming soon.
85%
Brighton Given Brighton's significant home advantage and their imperative to win this second leg, they are strong favorites. Eliminating the draw out...
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%
Brighton Brighton has a strong incentive to win convincingly at home to ensure progression. Against a team from a lower-ranked league, and with their...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
75%
Brighton Brighton, a Premier League side, will be highly motivated at home after a goalless first leg against Tromso. Their strong home form and supe... |
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Gemini 2.5 Flash-Lite |
58%
yes
L
|
15%
2-1
L
|
55%
over
W
|
65%
home_ -0.5 |
50%
Brighton / Brighton |
70%
Brighton
W
|
60%
Brighton
W
|
65%
Brighton
W
|
|
|
Both teams to score
?
Both teams to score
Both Teams To Score. Yes = both teams score at least once. No = at least one team is shut out.
58%
yes Tromso has a strong scoring record in their recent matches, and Brighton has also been scoring consistently. Despite a previous 0-0 draw, bo...
Correct score
?
Correct score
Correct score. The exact final score (e.g. 2-1). Highest-variance market — most picks lose, but the payouts are big when they hit.
15%
2-1 Considering Brighton's attacking form and Tromso's ability to score, a 2-1 victory for Brighton seems a plausible outcome. Brighton should s...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
over Both teams have shown good attacking form, with Tromso scoring 14 goals in their last 5 and Brighton scoring 12. While their last encounter...
Asian handicap
?
Asian handicap
Asian Handicap. Like a spread, but quarter-lines split the stake — you can half-win or half-push.
65%
home_ -0.5 Brighton are favored to win this match, and a -0.5 handicap reflects their expected dominance. Their recent form and home advantage make the...
Half-time / Full-time
?
Half-time / Full-time
Half-time / Full-time. Outcome at the break AND at the final whistle — both have to match for the pick to land.
50%
Brighton / Brighton Brighton's strong form and home advantage suggest they will start aggressively and maintain control throughout the match. A 'home-home' resu...
Draw no bet
?
Draw no bet
Market explanation coming soon.
70%
Brighton Given Brighton's superior form and home advantage, they are the clear favorites. Even if the match ends in a draw, Brighton is still the mor...
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%
Brighton Brighton's strong home form and overall quality suggest they can overcome a -1 handicap. While Tromso is capable, Brighton's attacking prowe...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
65%
Brighton Brighton are in strong recent form, winning 4 of their last 5 matches and conceding few goals. Tromso's form is also good but Brighton have... |
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DeepSeek V3 Deepseek |
60%
no
W
|
25%
2-0
L
|
55%
under
L
|
60%
Brighton -1.0
W
|
55%
home_home |
80%
Brighton
W
|
60%
Brighton
W
|
70%
Brighton
W
|
|
|
Both teams to score
?
Both teams to score
Both Teams To Score. Yes = both teams score at least once. No = at least one team is shut out.
60%
no Tromso scored in most recent games but struggled against Brighton in the first leg. Brighton's defense is strong, and Tromso may park the bu...
Correct score
?
Correct score
Correct score. The exact final score (e.g. 2-1). Highest-variance market — most picks lose, but the payouts are big when they hit.
25%
2-0 Brighton's solid defense and attacking strength point to a 2-0 home win. Tromso will likely sit deep, so a clean sheet is plausible. Trainin...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
under The first leg was 0-0 and Tromso are defensively solid. Brighton may rotate due to fixture congestion, potentially limiting goals. Under 2.5...
Asian handicap
?
Asian handicap
Asian Handicap. Like a spread, but quarter-lines split the stake — you can half-win or half-push.
60%
Brighton -1.0 Brighton's dominance at home should result in a comfortable win. A one-goal handicap is a fair line, and Brighton are likely to cover it. Tr...
Half-time / Full-time
?
Half-time / Full-time
Half-time / Full-time. Outcome at the break AND at the final whistle — both have to match for the pick to land.
55%
home_home Brighton are likely to score early at home and maintain control. A halftime lead and full-time win is the most probable outcome. Training da...
Draw no bet
?
Draw no bet
Market explanation coming soon.
80%
Brighton Brighton's quality advantage is clear, and even if they drew in the first leg, they are expected to win at home. With the draw removed, Brig...
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%
Brighton Brighton are strong at home and should win by at least two goals. Tromso are weaker away, and Brighton's attacking firepower should overcome...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
70%
Brighton Brighton's strong home form and superior squad depth should prove decisive. The first leg ended 0-0, but Brighton are likely to create more... |
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Both teams to score
Consensusyes 2/4
Brighton's defensive record at home (3 conceded in 5) suggests clean-sheet likelihood. Tromso's attack lacks penetration against top sides....
Brighton is expected to score at home. Tromso, despite a 0-0 in the first leg, has demonstrated good attacking form recently and will be eag...
Tromso has a strong scoring record in their recent matches, and Brighton has also been scoring consistently. Despite a previous 0-0 draw, bo...
Tromso scored in most recent games but struggled against Brighton in the first leg. Brighton's defense is strong, and Tromso may park the bu...
Correct score
Consensus2-0 3/4
2-0 aligns with Brighton's controlled home wins and Tromso's low scoring away. Clean-sheet probability elevated. Training data through 2025-...
Brighton's home advantage and defensive solidity suggest a clean sheet is possible, especially considering their need for a win. They need a...
Considering Brighton's attacking form and Tromso's ability to score, a 2-1 victory for Brighton seems a plausible outcome. Brighton should s...
Brighton's solid defense and attacking strength point to a 2-0 home win. Tromso will likely sit deep, so a clean sheet is plausible. Trainin...
Over / Under
Consensusover 3/4
Brighton average over 2.4 goals per home game while Tromso concede regularly on the road. Set-piece threat and open style expected at Amex p...
Brighton must score at home after the 0-0 first leg, and their recent offensive form is strong (12 goals in 5 games). While Tromso showed de...
Both teams have shown good attacking form, with Tromso scoring 14 goals in their last 5 and Brighton scoring 12. While their last encounter...
The first leg was 0-0 and Tromso are defensively solid. Brighton may rotate due to fixture congestion, potentially limiting goals. Under 2.5...
Asian handicap
ConsensusBrighton 1/4
Brighton favored to win by 1.5+ goals margin. Tromso defensive but limited counter threat. Fixture congestion for Brighton noted but quality...
Assuming an Asian Handicap line of Brighton -1.5, Brighton is expected to win by at least two goals at home. Their superior quality and the...
Brighton are favored to win this match, and a -0.5 handicap reflects their expected dominance. Their recent form and home advantage make the...
Brighton's dominance at home should result in a comfortable win. A one-goal handicap is a fair line, and Brighton are likely to cover it. Tr...
Half-time / Full-time
ConsensusBrighton / Brighton 3/4
Brighton likely lead at half-time and extend lead. Early pressure at home typical for the Seagulls. Tromso sit deep but concede late.
Brighton will look to start strong at home, aiming for an early goal to settle the nerves and take control of the tie. Their superior qualit...
Brighton's strong form and home advantage suggest they will start aggressively and maintain control throughout the match. A 'home-home' resu...
Brighton are likely to score early at home and maintain control. A halftime lead and full-time win is the most probable outcome. Training da...
Draw no bet
ConsensusBrighton 4/4
Brighton's superior squad depth and home record make a draw unlikely. Tromso's away form is respectable but insufficient against Premier Lea...
Given Brighton's significant home advantage and their imperative to win this second leg, they are strong favorites. Eliminating the draw out...
Given Brighton's superior form and home advantage, they are the clear favorites. Even if the match ends in a draw, Brighton is still the mor...
Brighton's quality advantage is clear, and even if they drew in the first leg, they are expected to win at home. With the draw removed, Brig...
Spread
ConsensusBrighton 4/4
Brighton expected to win by 2+ goals given quality difference. Tromso's away record shows vulnerability to high-pressing sides. Home venue a...
Brighton has a strong incentive to win convincingly at home to ensure progression. Against a team from a lower-ranked league, and with their...
Brighton's strong home form and overall quality suggest they can overcome a -1 handicap. While Tromso is capable, Brighton's attacking prowe...
Brighton are strong at home and should win by at least two goals. Tromso are weaker away, and Brighton's attacking firepower should overcome...
Match winner
ConsensusBrighton 4/4
Brighton's home form WDWWW shows strong attacking output at Amex while Tromso's recent 0-0 result came away from home. Premier League qualit...
Brighton, a Premier League side, will be highly motivated at home after a goalless first leg against Tromso. Their strong home form and supe...
Brighton are in strong recent form, winning 4 of their last 5 matches and conceding few goals. Tromso's form is also good but Brighton have...
Brighton's strong home form and superior squad depth should prove decisive. The first leg ended 0-0, but Brighton are likely to create more...
Model confidence
Conviction in pick · Match winnerGemini 2.5 Flash
Brighton
Grok 4 Fast
Brighton
DeepSeek V3
Brighton
Gemini 2.5 Flash-Lite
Brighton
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.
Beat the AIs · Predict the score
Picks closed
Match has already kicked off. Picks are permanent — no late entries.
Team news
ProInjuries and confirmed lineups — the same team news the AIs factored into their reads.
Team news is a Pro feature
see exactly who's out and the XIs the AIs reasoned on, before kickoff.
Verifiable brief
Identical prompt sent to every AI · SHA-256 verified
hash:
2619a93ecd1dad46…
- Kickoff
- Thu, Aug 27 · 18:30 GMT+0000
- Markets
- Match winner · Draw no bet · Over / Under 2.5 · Both teams to score · Spread -1 · Asian handicap · Half-time / Full-time · Correct score
- 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 8. 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 8, in this order): h2h | draw_no_bet | totals_2.5 | btts | spreads_-1 | asian_handicap | ht_ft | correct_score
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": 31628,
"sport": "football",
"venue": "Amex Stadium",
"league": "UEFA Europa Conference League",
"starts_at": "2026-08-27T18:30:00+00:00",
"starts_at_human": "Thu, 27 Aug 2026 18:30:00 GMT"
},
"teams": {
"away": "Tromso",
"home": "Brighton"
},
"version": "v2",
"sport_focus": [
"Weight CONFIRMED team news heavily: a missing first-choice striker, creator, or centre-back swings a match more than season-long form.",
"Compare attacking vs defensive quality directly — clean-sheet rate and goals-conceded trend often predict unders/BTTS better than the win line.",
"Set pieces decide tight games: note corner/free-kick threat and aerial mismatches.",
"Account for fixture congestion + likely rotation (midweek European or cup games before this one) and the home/away form split.",
"For outdoor venues, factor heavy rain or strong wind — both suppress goals and favour the under.",
"Tactical style matters: a high-press side vs a possession side, or two defensive setups, shapes the goals expectation."
],
"team_context": {
"note": "Reference data from our settled-results database. Verify + extend it with your own research; it is not a substitute for current team news.",
"away_form": {
"last": "WDLWW",
"record": "3W-1D-1L",
"scored": 14,
"matches": 5,
"conceded": 4
},
"home_form": {
"last": "WDWWW",
"record": "4W-1D-0L",
"scored": 12,
"matches": 5,
"conceded": 3
},
"rest_days": {
"away": 5,
"home": 4
},
"head_to_head": {
"recent": [
"2026-08-20: Tromso 0–0 Brighton"
],
"matches": 1
}
},
"market_consensus": {
"h2h": [],
"note": "No bookmaker consensus available at build time — predict from public knowledge.",
"extra_markets": []
},
"markets_requested": [
"h2h",
"draw_no_bet",
"totals_2.5",
"btts",
"spreads_-1",
"asian_handicap",
"ht_ft",
"correct_score"
],
"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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