Billy HarrisvsToby Samuel
TSAI predictions
2 markets · 5 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 |
Billy Harris 5/5 models |
2 1/10 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 |
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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 |
58%
Billy Harris |
62%
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).
58%
Billy Harris Billy Harris is the higher-ranked player and has shown stronger hard-court form in recent seasons; however, without access to live 2026 rank...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
62%
Over 2.5 US Open men's singles matches are best-of-5 sets, and competitive first/second-round matchups often extend to 4 or 5 sets unless one player... |
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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
?
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
?
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 |
78%
Billy Harris |
65%
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).
78%
Billy Harris Billy Harris holds a clear ranking and experience edge over the younger Toby Samuel on outdoor hard courts. Training data through 2025-09 sh...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
65%
over 2.5 Harris is the stronger player but Samuel's youth and serve can extend sets on hard courts. Best-of-five format at the US Open often produces... |
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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%
Billy Harris |
60%
Over 3.5 |
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Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
65%
Billy Harris Based on pre-2026 training data, Billy Harris has generally been the more experienced and higher-ranked player compared to Toby Samuel, espe...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
60%
Over 3.5 While Billy Harris is favored in this best-of-five match, Toby Samuel is a developing professional capable of challenging and taking a set.... |
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Gemini 2.5 Flash-Lite |
75%
Billy Harris |
65%
Toby Samuel |
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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).
75%
Billy Harris Billy Harris is ranked significantly higher than Toby Samuel and has had a more successful career to date, reaching a career-high ranking of...
2 sources cited
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
65%
Toby Samuel Given Billy Harris's superior ranking and form, he is the favorite to win this match. It is likely that Harris will secure a straight-sets v...
2 sources cited
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DeepSeek V3 Deepseek |
65%
Billy Harris |
60%
Under 3.5 |
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Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
65%
Billy Harris Billy Harris has consistently performed better on hard courts in ATP Challenger events, with a stronger serve and more experience at Grand S...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
60%
Under 3.5 Given Harris's superior serve and return game on hard courts, it is likely he wins in straight sets or four sets, keeping the total sets bel... |
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Match winner
ConsensusBilly Harris 5/5
Billy Harris is the higher-ranked player and has shown stronger hard-court form in recent seasons; however, without access to live 2026 rank...
Billy Harris holds a clear ranking and experience edge over the younger Toby Samuel on outdoor hard courts. Training data through 2025-09 sh...
Based on pre-2026 training data, Billy Harris has generally been the more experienced and higher-ranked player compared to Toby Samuel, espe...
Billy Harris is ranked significantly higher than Toby Samuel and has had a more successful career to date, reaching a career-high ranking of...
Billy Harris has consistently performed better on hard courts in ATP Challenger events, with a stronger serve and more experience at Grand S...
Over / Under
Consensus2 1/10
US Open men's singles matches are best-of-5 sets, and competitive first/second-round matchups often extend to 4 or 5 sets unless one player...
Harris is the stronger player but Samuel's youth and serve can extend sets on hard courts. Best-of-five format at the US Open often produces...
While Billy Harris is favored in this best-of-five match, Toby Samuel is a developing professional capable of challenging and taking a set....
Given Billy Harris's superior ranking and form, he is the favorite to win this match. It is likely that Harris will secure a straight-sets v...
Given Harris's superior serve and return game on hard courts, it is likely he wins in straight sets or four sets, keeping the total sets bel...
Model confidence
Conviction in pick · Match winnerGrok 4 Fast
Billy Harris
Gemini 2.5 Flash-Lite
Billy Harris
Gemini 2.5 Flash
Billy Harris
DeepSeek V3
Billy Harris
Claude Haiku 4.5
Billy Harris
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.
Verifiable brief
Identical prompt sent to every AI · SHA-256 verified
hash:
845d0728f0e18dde…
- Kickoff
- Wed, Aug 26 · 17:45 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": 31116,
"sport": "tennis",
"venue": null,
"league": "US Open",
"starts_at": "2026-08-26T04:00:00+00:00",
"starts_at_human": "Wed, 26 Aug 2026 04:00:00 GMT"
},
"teams": {
"away": "Toby Samuel",
"home": "Billy Harris"
},
"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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0 tool calls · 2 sources
2 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.
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0 tool calls · 0 sources
No live web access — picked from training-data knowledge.
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