Teodora KostovicvsArantxa Rus
ARYour 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
| Model |
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 |
Teodora Kostovic 3/5 models |
over 2/10 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 |
62%
Teodora Kostovic |
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).
62%
Teodora Kostovic Teodora Kostovic is a rising Serbian player with improved hard-court form in 2026, while Arantxa Rus, now in her mid-30s, has seen declining...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
58%
Over 2.5 Teodora Kostovic's improving but still inconsistent baseline game and Arantxa Rus's experience and serve give Rus enough tools to steal at l... |
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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 |
Flagship picks across 2 markets — unlock with Pro
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Grok 4 Fast Xai |
68%
Arantxa Rus |
62%
under_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).
68%
Arantxa Rus Arantxa Rus is a seasoned tour veteran with extensive hard-court experience while Teodora Kostovic remains an unproven junior-level prospect...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
62%
under_2.5 Rus's superior serve and return consistency on hard courts should limit break opportunities and produce a straight-sets win. Kostovic lacks... |
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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 |
95%
Arantxa Rus |
85%
Under 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).
95%
Arantxa Rus Based on available tennis knowledge, Arantxa Rus is an established WTA professional with significant experience, while Teodora Kostovic does...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
85%
Under 2.5 Given the significant disparity in professional experience and ranking, Arantxa Rus is highly likely to win in straight sets (2-0). An unran... |
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Gemini 2.5 Flash-Lite |
60%
Teodora Kostovic |
55%
over |
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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).
60%
Teodora Kostovic Teodora Kostovic is favored based on historical data indicating a stronger performance profile compared to Arantxa Rus. Kostovic's recent fo...
Over / Under
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Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
over Given the slight uncertainty in the head-to-head and potential for competitive play, there's a moderate chance the match goes to three sets.... |
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DeepSeek V3 Deepseek |
70%
Teodora Kostovic |
60%
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).
70%
Teodora Kostovic Training data through 2025-09: Kostovic is a younger, rising player with powerful groundstrokes suited to hard courts, while Rus, though exp...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
60%
Over 2.5 Based on training data through 2025-09, Rus is known for her fighting spirit and ability to extend matches, often taking sets to tiebreaks.... |
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Match winner
ConsensusTeodora Kostovic 3/5
Teodora Kostovic is a rising Serbian player with improved hard-court form in 2026, while Arantxa Rus, now in her mid-30s, has seen declining...
Arantxa Rus is a seasoned tour veteran with extensive hard-court experience while Teodora Kostovic remains an unproven junior-level prospect...
Based on available tennis knowledge, Arantxa Rus is an established WTA professional with significant experience, while Teodora Kostovic does...
Teodora Kostovic is favored based on historical data indicating a stronger performance profile compared to Arantxa Rus. Kostovic's recent fo...
Training data through 2025-09: Kostovic is a younger, rising player with powerful groundstrokes suited to hard courts, while Rus, though exp...
Over / Under
Consensusover 2/10
Teodora Kostovic's improving but still inconsistent baseline game and Arantxa Rus's experience and serve give Rus enough tools to steal at l...
Rus's superior serve and return consistency on hard courts should limit break opportunities and produce a straight-sets win. Kostovic lacks...
Given the significant disparity in professional experience and ranking, Arantxa Rus is highly likely to win in straight sets (2-0). An unran...
Given the slight uncertainty in the head-to-head and potential for competitive play, there's a moderate chance the match goes to three sets....
Based on training data through 2025-09, Rus is known for her fighting spirit and ability to extend matches, often taking sets to tiebreaks....
Model confidence
Conviction in pick · Match winnerGemini 2.5 Flash
Arantxa Rus
DeepSeek V3
Teodora Kostovic
Grok 4 Fast
Arantxa Rus
Claude Haiku 4.5
Teodora Kostovic
Gemini 2.5 Flash-Lite
Teodora Kostovic
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:
f9000d7b967ac453…
- Kickoff
- Tue, Aug 25 · 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": 30748,
"sport": "tennis",
"venue": null,
"league": "US Open",
"starts_at": "2026-08-25T04:00:00+00:00",
"starts_at_human": "Tue, 25 Aug 2026 04:00:00 GMT"
},
"teams": {
"away": "Arantxa Rus",
"home": "Teodora Kostovic"
},
"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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