Himeno SakatsumevsTaylah Preston
TPYour call
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AI predictions
2 markets · 4 models
Ask the AIsWho picked what
16 models × 2 markets · click a row to see reasoning
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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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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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| Consensus |
Himeno Sakatsume 4/4 models |
Over 2.5 2/8 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 |
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Claude Sonnet 4.6 FlagshipAnthropic |
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Claude Haiku 4.5 Anthropic |
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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).
No pick on this market.
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. |
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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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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.
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. |
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GPT-4o Mini Openai |
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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).
No pick on this market.
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. |
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o4-mini FlagshipOpenai |
Flagship picks across 2 markets — unlock with Pro
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Grok 4.3 FlagshipXai |
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Grok 4 Fast Xai |
53%
Himeno Sakatsume |
58%
under |
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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).
53%
Himeno Sakatsume Both players are low-ranked journeymen with limited public data in training cutoff through 2023-09; Sakatsume receives a slight home-surface...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
58%
under Best-of-three format on hard courts typically produces straight-sets outcomes for similarly skilled players. Limited stamina data favors und... |
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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 |
55%
Himeno Sakatsume |
60%
Over 2.5 |
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Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
55%
Himeno Sakatsume Himeno Sakatsume, based on general player profiles in my training data, is known for her consistency on hard courts. While Taylah Preston ha...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
60%
Over 2.5 Given the similar skill levels and contrasting styles – Sakatsume's defensive consistency against Preston's aggressive power – this match is... |
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Gemini 2.5 Flash-Lite |
55%
Himeno Sakatsume |
60%
Taylah Preston |
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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).
55%
Himeno Sakatsume Based on training data, Himeno Sakatsume is the slightly favored player in this matchup. While specific recent form is unavailable, Sakatsum...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
60%
Taylah Preston Given Sakatsume's slight edge and the potential for a closely contested match, it's more probable that the match will conclude in two sets.... |
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DeepSeek V3 Deepseek |
55%
Himeno Sakatsume |
58%
Over 2.5 |
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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).
55%
Himeno Sakatsume Training data through 2025-09 only; no live access for this Sept 2026 Korea Open match. Sakatsume is a Japanese player with more WTA Tour ha...
Over / Under
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Over / Under
Over / Under total points. Will the combined score be above or below the line.
58%
Over 2.5 With no live data, the baseline for two similarly ranked hardcourt players is a close match. Preston's power can steal a set, while Sakatsum... |
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Match winner
ConsensusHimeno Sakatsume 4/4
Both players are low-ranked journeymen with limited public data in training cutoff through 2023-09; Sakatsume receives a slight home-surface...
Himeno Sakatsume, based on general player profiles in my training data, is known for her consistency on hard courts. While Taylah Preston ha...
Based on training data, Himeno Sakatsume is the slightly favored player in this matchup. While specific recent form is unavailable, Sakatsum...
Training data through 2025-09 only; no live access for this Sept 2026 Korea Open match. Sakatsume is a Japanese player with more WTA Tour ha...
Over / Under
ConsensusOver 2.5 2/8
Best-of-three format on hard courts typically produces straight-sets outcomes for similarly skilled players. Limited stamina data favors und...
Given the similar skill levels and contrasting styles – Sakatsume's defensive consistency against Preston's aggressive power – this match is...
Given Sakatsume's slight edge and the potential for a closely contested match, it's more probable that the match will conclude in two sets....
With no live data, the baseline for two similarly ranked hardcourt players is a close match. Preston's power can steal a set, while Sakatsum...
Model confidence
Conviction in pick · Match winnerGemini 2.5 Flash
Himeno Sakatsume
Gemini 2.5 Flash-Lite
Himeno Sakatsume
DeepSeek V3
Himeno Sakatsume
Grok 4 Fast
Himeno Sakatsume
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:
6b8e7ad6af250056…
- Kickoff
- Mon, Sep 21 · 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": 46436,
"sport": "tennis",
"venue": null,
"league": "Korea Open",
"starts_at": "2026-09-21T04:00:00+00:00",
"starts_at_human": "Mon, 21 Sep 2026 04:00:00 GMT"
},
"teams": {
"away": "Taylah Preston",
"home": "Himeno Sakatsume"
},
"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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