Vit KoprivavsLorenzo Sonego
LSYour call
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AI predictions
2 markets · 5 models
Ask the AIsWho picked what
16 models × 2 markets · click a row to see reasoning
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Over / Under
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Over / Under
Over / Under total points. Will the combined score be above or below the line.
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Match winner
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Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
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| Consensus |
Over 22.5 3/10 models |
Lorenzo Sonego 4/5 models |
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Claude Opus 4.7 FlagshipAnthropic |
Flagship picks across 2 markets — unlock with Pro
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Claude Opus 4.6 FlagshipAnthropic |
Flagship picks across 2 markets — unlock with Pro
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Claude Opus 4.8 FlagshipAnthropic |
Flagship picks across 2 markets — unlock with Pro
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Claude Sonnet 4.6 FlagshipAnthropic |
Flagship picks across 2 markets — unlock with Pro
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Claude Haiku 4.5 Anthropic |
55%
Over 2.5 |
58%
Lorenzo Sonego |
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Over / Under
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Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
Over 2.5 Winston-Salem is a hard-court event where rallies can be extended and break-point opportunities common. Sonego, despite being favored, is no...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
58%
Lorenzo Sonego Lorenzo Sonego is an established ATP player with a career ranking in the top 50 and solid hard-court form, whereas Vit Kopriva is a lower-ra... |
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GPT-5 FlagshipOpenai |
Flagship picks across 2 markets — unlock with Pro
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GPT-5 Mini Openai |
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Over / Under
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Over / Under
Over / Under total points. Will the combined score be above or below the line.
No pick on this market.
Match winner
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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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Over / Under
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Over / Under
Over / Under total points. Will the combined score be above or below the line.
No pick on this market.
Match winner
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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 2 markets — unlock with Pro
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Grok 4.3 FlagshipXai |
Flagship picks across 2 markets — unlock with Pro
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Grok 4 Fast Xai |
58%
Over 22.5 |
62%
Lorenzo Sonego |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
58%
Over 22.5 Kopriva can extend service games and force longer rallies on hard. Expect competitive sets before Sonego pulls away. Training data through 2...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
62%
Lorenzo Sonego Sonego holds the higher ranking and better hard-court results in recent seasons per training data. Kopriva struggles to close matches agains... |
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Gemini 3.1 Pro Flagship |
Flagship picks across 2 markets — unlock with Pro
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Gemini 2.5 Pro Flagship |
Flagship picks across 2 markets — unlock with Pro
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Gemini 2.5 Flash |
65%
Under 2.5 |
75%
Lorenzo Sonego |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
65%
Under 2.5 Given Sonego's strong hard court game and the expected surface mismatch, he is likely to win this best-of-3 match in straight sets. Kopriva'...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
75%
Lorenzo Sonego Based on my training data, Lorenzo Sonego is generally the higher-ranked and more accomplished player, especially on hard courts. His powerf... |
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Gemini 2.5 Flash-Lite |
60%
Lorenzo Sonego |
65%
Sonego |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
60%
Lorenzo Sonego Given Sonego's advantage, the match is likely to be decided in two sets. While Kopriva could potentially push Sonego, the latter's superior...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
65%
Sonego Lorenzo Sonego is a more established ATP player with a higher career ranking and more experience on hard courts than Vit Kopriva. While Kopr... |
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DeepSeek V3 Deepseek |
55%
Over 2.5 |
65%
Lorenzo Sonego |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
Over 2.5 While Sonego is favored, Kopriva is a solid competitor who is likely to push at least one set, especially with Sonego's occasional lapses in...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
65%
Lorenzo Sonego Based on training data through 2025-09, Lorenzo Sonego has consistently performed better on hard courts, with a higher ranking and more expe... |
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Over / Under
ConsensusOver 22.5 3/10
Winston-Salem is a hard-court event where rallies can be extended and break-point opportunities common. Sonego, despite being favored, is no...
Kopriva can extend service games and force longer rallies on hard. Expect competitive sets before Sonego pulls away. Training data through 2...
Given Sonego's strong hard court game and the expected surface mismatch, he is likely to win this best-of-3 match in straight sets. Kopriva'...
Given Sonego's advantage, the match is likely to be decided in two sets. While Kopriva could potentially push Sonego, the latter's superior...
While Sonego is favored, Kopriva is a solid competitor who is likely to push at least one set, especially with Sonego's occasional lapses in...
Match winner
ConsensusLorenzo Sonego 4/5
Lorenzo Sonego is an established ATP player with a career ranking in the top 50 and solid hard-court form, whereas Vit Kopriva is a lower-ra...
Sonego holds the higher ranking and better hard-court results in recent seasons per training data. Kopriva struggles to close matches agains...
Based on my training data, Lorenzo Sonego is generally the higher-ranked and more accomplished player, especially on hard courts. His powerf...
Lorenzo Sonego is a more established ATP player with a higher career ranking and more experience on hard courts than Vit Kopriva. While Kopr...
Based on training data through 2025-09, Lorenzo Sonego has consistently performed better on hard courts, with a higher ranking and more expe...
Model confidence
Conviction in pick · Match winnerGemini 2.5 Flash
Lorenzo Sonego
Gemini 2.5 Flash-Lite
Sonego
DeepSeek V3
Lorenzo Sonego
Grok 4 Fast
Lorenzo Sonego
Claude Haiku 4.5
Lorenzo Sonego
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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Verifiable brief
Identical prompt sent to every AI · SHA-256 verified
hash:
63a7b6d911713bef…
- Kickoff
- Sun, Aug 23 · 04:00 GMT+0000
- Markets
- Match winner · Total sets · Total games
- 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 3. 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 3, in this order): h2h | totals_sets | totals_games
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": 29769,
"sport": "tennis",
"venue": null,
"league": "Winston-Salem Open",
"starts_at": "2026-08-23T04:00:00+00:00",
"starts_at_human": "Sun, 23 Aug 2026 04:00:00 GMT"
},
"teams": {
"away": "Lorenzo Sonego",
"home": "Vit Kopriva"
},
"version": "v2",
"sport_focus": [
"Surface is paramount — weigh each player's record and movement on THIS surface (hard/clay/grass), not their overall ranking.",
"Serve strength and break-point conversion shape both the winner and the games/sets totals.",
"Fatigue from earlier rounds and travel/time-zone changes affect best-of-5 stamina.",
"Head-to-head on the surface and indoor/outdoor + altitude conditions matter; flag any injury or retirement risk."
],
"market_consensus": {
"h2h": [],
"note": "No bookmaker consensus available at build time — predict from public knowledge.",
"extra_markets": []
},
"markets_requested": [
"h2h",
"totals_sets",
"totals_games"
],
"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.
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