Tatiana ProzorovavsWang Xinyu
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AI predictions
2 markets · 4 models
Ask the AIsWho picked what
32 models × 2 markets · click a row to see reasoning
| Model |
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_2.5 1/8 models |
Wang Xinyu 3/4 models |
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Claude Opus 4.7 FlagshipAnthropic |
Flagship picks across 2 markets — unlock with Pro
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Claude Opus 4.7 FlagshipAnthropic |
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Claude Opus 4.6 FlagshipAnthropic |
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Claude Opus 4.6 FlagshipAnthropic |
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Claude Opus 4.8 FlagshipAnthropic |
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Claude Opus 4.8 FlagshipAnthropic |
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Claude Sonnet 4.6 FlagshipAnthropic |
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Claude Sonnet 4.6 FlagshipAnthropic |
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Claude Haiku 4.5 Anthropic |
56%
Over 2.5 |
62%
Wang Xinyu |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
56%
Over 2.5 Best-of-three tennis at a lower-tier WTA event (250-level Singapore Open) typically features competitive matches lasting 2–3 sets. Prozorova...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
62%
Wang Xinyu Wang Xinyu is the higher-ranked player (around 40–50 range in 2026) with stronger hard-court credentials and superior depth compared to Proz... |
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Claude Haiku 4.5 Anthropic |
56%
Over 2.5 |
62%
Wang Xinyu |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
56%
Over 2.5 Best-of-three tennis at a lower-tier WTA event (250-level Singapore Open) typically features competitive matches lasting 2–3 sets. Prozorova...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
62%
Wang Xinyu Wang Xinyu is the higher-ranked player (around 40–50 range in 2026) with stronger hard-court credentials and superior depth compared to Proz... |
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GPT-5 FlagshipOpenai |
Flagship picks across 2 markets — unlock with Pro
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GPT-5 FlagshipOpenai |
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GPT-5 Mini Openai |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
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 Mini Openai |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
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 |
65%
over_2.5 |
75%
Tatiana Prozorova |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
65%
over_2.5 Both players have shown resilience in their recent matches, with Prozorova's recent three-set matches indicating a tendency for extended con...
🔍 researched
3 sources cited
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
75%
Tatiana Prozorova Xinyu Wang has demonstrated strong performance on indoor hard courts, boasting a 4-1 record in 2026 and a 46-20 win-loss record on this surf...
🔍 researched
3 sources cited
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GPT-4o Mini Openai |
65%
over_2.5 |
75%
Tatiana Prozorova |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
65%
over_2.5 Both players have shown resilience in their recent matches, with Prozorova's recent three-set matches indicating a tendency for extended con...
🔍 researched
3 sources cited
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
75%
Tatiana Prozorova Xinyu Wang has demonstrated strong performance on indoor hard courts, boasting a 4-1 record in 2026 and a 46-20 win-loss record on this surf...
🔍 researched
3 sources cited
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o4-mini FlagshipOpenai |
Flagship picks across 2 markets — unlock with Pro
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o4-mini FlagshipOpenai |
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Grok 4.3 FlagshipXai |
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Grok 4.3 FlagshipXai |
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Grok 4 Fast Xai |
62%
under_2.5 |
68%
Wang Xinyu |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
62%
under_2.5 Wang Xinyu is expected to dominate on serve and limit break opportunities. Training knowledge indicates these ranking mismatches on hard cou...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
68%
Wang Xinyu Wang Xinyu holds a significantly higher career ranking and more consistent results on hard courts than Prozorova. Training data through 2023... |
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Grok 4 Fast Xai |
62%
under_2.5 |
68%
Wang Xinyu |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
62%
under_2.5 Wang Xinyu is expected to dominate on serve and limit break opportunities. Training knowledge indicates these ranking mismatches on hard cou...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
68%
Wang Xinyu Wang Xinyu holds a significantly higher career ranking and more consistent results on hard courts than Prozorova. Training data through 2023... |
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Gemini 3.1 Pro Flagship |
Flagship picks across 2 markets — unlock with Pro
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Gemini 3.1 Pro Flagship |
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Gemini 2.5 Pro Flagship |
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Gemini 2.5 Pro Flagship |
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Gemini 2.5 Flash |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
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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Gemini 2.5 Flash |
— | — | |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
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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Gemini 2.5 Flash-Lite |
— | — | |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
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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Gemini 2.5 Flash-Lite |
— | — | |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
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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DeepSeek V3 Deepseek |
55%
Wang Xinyu |
66%
Wang Xinyu |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
Wang Xinyu Wang Xinyu is the clear favourite and should be favoured to win in straight sets, but Prozorova's solid defensive baseline game can extend r...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
66%
Wang Xinyu No live access available, so this is predicted from training data through 2025-09. Wang Xinyu is the substantially more established player,... |
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DeepSeek V3 Deepseek |
55%
Wang Xinyu |
66%
Wang Xinyu |
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
Wang Xinyu Wang Xinyu is the clear favourite and should be favoured to win in straight sets, but Prozorova's solid defensive baseline game can extend r...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
66%
Wang Xinyu No live access available, so this is predicted from training data through 2025-09. Wang Xinyu is the substantially more established player,... |
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Over / Under
Consensusover_2.5 1/8
Best-of-three tennis at a lower-tier WTA event (250-level Singapore Open) typically features competitive matches lasting 2–3 sets. Prozorova...
Best-of-three tennis at a lower-tier WTA event (250-level Singapore Open) typically features competitive matches lasting 2–3 sets. Prozorova...
Both players have shown resilience in their recent matches, with Prozorova's recent three-set matches indicating a tendency for extended con...
Both players have shown resilience in their recent matches, with Prozorova's recent three-set matches indicating a tendency for extended con...
Wang Xinyu is expected to dominate on serve and limit break opportunities. Training knowledge indicates these ranking mismatches on hard cou...
Wang Xinyu is expected to dominate on serve and limit break opportunities. Training knowledge indicates these ranking mismatches on hard cou...
Wang Xinyu is the clear favourite and should be favoured to win in straight sets, but Prozorova's solid defensive baseline game can extend r...
Wang Xinyu is the clear favourite and should be favoured to win in straight sets, but Prozorova's solid defensive baseline game can extend r...
Match winner
ConsensusWang Xinyu 3/4
Wang Xinyu is the higher-ranked player (around 40–50 range in 2026) with stronger hard-court credentials and superior depth compared to Proz...
Wang Xinyu is the higher-ranked player (around 40–50 range in 2026) with stronger hard-court credentials and superior depth compared to Proz...
Xinyu Wang has demonstrated strong performance on indoor hard courts, boasting a 4-1 record in 2026 and a 46-20 win-loss record on this surf...
Xinyu Wang has demonstrated strong performance on indoor hard courts, boasting a 4-1 record in 2026 and a 46-20 win-loss record on this surf...
Wang Xinyu holds a significantly higher career ranking and more consistent results on hard courts than Prozorova. Training data through 2023...
Wang Xinyu holds a significantly higher career ranking and more consistent results on hard courts than Prozorova. Training data through 2023...
No live access available, so this is predicted from training data through 2025-09. Wang Xinyu is the substantially more established player,...
No live access available, so this is predicted from training data through 2025-09. Wang Xinyu is the substantially more established player,...
Model confidence
Conviction in pick · Match winnerGPT-4o Mini
Tatiana Prozorova
GPT-4o Mini
Tatiana Prozorova
Grok 4 Fast
Wang Xinyu
Grok 4 Fast
Wang Xinyu
DeepSeek V3
Wang Xinyu
DeepSeek V3
Wang Xinyu
Claude Haiku 4.5
Wang Xinyu
Claude Haiku 4.5
Wang Xinyu
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
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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:
e70ee8575e4c278c…
- Kickoff
- Fri, Sep 25 · 06:30 GMT+0200
- 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": 48457,
"sport": "tennis",
"venue": null,
"league": "Singapore Tennis Open presented by BNP Paribas",
"starts_at": "2026-09-25T06:30:00+02:00",
"starts_at_human": "Fri, 25 Sep 2026 04:30:00 GMT"
},
"teams": {
"away": "Wang Xinyu",
"home": "Tatiana Prozorova"
},
"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.
Research trail
What each AI looked up before picking
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3 tool calls · 3 sources
3 citations captured — unlock with Pro
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0 tool calls · 0 sources
No live web access — picked from training-data knowledge.
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0 tool calls · 0 sources
No live web access — picked from training-data knowledge.
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0 tool calls · 0 sources
No live web access — picked from training-data knowledge.
Results settle automatically once the final score lands. Picks are permanent — no hindsight edits.
Get the AI consensus before kickoff
Free. Pre-match alert per AI + see your picks graded as results land.