Teodora KostovicvsDarja Semenistaja
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AI predictions
2 markets · 4 models
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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 |
Teodora Kostovic 2/4 models |
2 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 |
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 |
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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 |
Flagship picks across 2 markets — unlock with Pro
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Grok 4 Fast Xai |
62%
Darja Semenistaja |
58%
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).
62%
Darja Semenistaja Based on training data through 2025-09. Darja Semenistaja has shown more consistent results on hard courts in prior seasons compared to the...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
58%
under_2.5 Based on training data through 2025-09. The away favorite is expected to win in straight sets on this surface. Serve and return metrics sugg... |
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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%
Darja Semenistaja |
55%
Over 2.5 sets |
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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).
65%
Darja Semenistaja Based on my training data up to my last update, Darja Semenistaja has generally shown a higher level of performance and more consistent resu...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
Over 2.5 sets While Darja Semenistaja is favored, Teodora Kostovic is a competitive player capable of taking a set, especially if she capitalizes on key p... |
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Gemini 2.5 Flash-Lite |
60%
Teodora Kostovic |
65%
Darja Semenistaja |
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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 Based on training data, Teodora Kostovic is the favored player in this matchup. Kostovic has a slightly stronger historical performance and...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
65%
Darja Semenistaja Given Kostovic's slight advantage and the typical match duration for players of this caliber, the match is likely to go to two sets. Kostovi... |
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DeepSeek V3 Deepseek |
52%
Teodora Kostovic |
55%
Darja Semenistaja |
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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).
52%
Teodora Kostovic No live access, predicting from training data through 2025-09. Both are lower-tier ITF/WTA-125 level players with limited tour exposure, so...
Over / Under
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Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
Darja Semenistaja Training data through 2025-09 only; no live scoring or line movement consulted. Given two similarly-rated lower-tier players with no clear s... |
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Match winner
ConsensusTeodora Kostovic 2/4
Based on training data through 2025-09. Darja Semenistaja has shown more consistent results on hard courts in prior seasons compared to the...
Based on my training data up to my last update, Darja Semenistaja has generally shown a higher level of performance and more consistent resu...
Based on training data, Teodora Kostovic is the favored player in this matchup. Kostovic has a slightly stronger historical performance and...
No live access, predicting from training data through 2025-09. Both are lower-tier ITF/WTA-125 level players with limited tour exposure, so...
Over / Under
Consensus2 2/8
Based on training data through 2025-09. The away favorite is expected to win in straight sets on this surface. Serve and return metrics sugg...
While Darja Semenistaja is favored, Teodora Kostovic is a competitive player capable of taking a set, especially if she capitalizes on key p...
Given Kostovic's slight advantage and the typical match duration for players of this caliber, the match is likely to go to two sets. Kostovi...
Training data through 2025-09 only; no live scoring or line movement consulted. Given two similarly-rated lower-tier players with no clear s...
Model confidence
Conviction in pick · Match winnerGemini 2.5 Flash
Darja Semenistaja
Grok 4 Fast
Darja Semenistaja
Gemini 2.5 Flash-Lite
Teodora Kostovic
DeepSeek V3
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:
a7e1cc38cb4bba57…
- Kickoff
- Wed, Sep 16 · 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": 43753,
"sport": "tennis",
"venue": null,
"league": "SP Open",
"starts_at": "2026-09-16T04:00:00+00:00",
"starts_at_human": "Wed, 16 Sep 2026 04:00:00 GMT"
},
"teams": {
"away": "Darja Semenistaja",
"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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