Kansas City RoyalsvsSan Francisco Giants
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AI predictions
4 markets · 6 models
Ask the AIsWho picked what
16 models × 4 markets · click a row to see reasoning
| Model |
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
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Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
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Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
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First 5 innings
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First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
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| Consensus |
Kansas City Royals 4/6 models |
over 3/6 models |
Kansas City Royals -1.5 2/6 models |
Kansas City Royals 4/6 models |
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Claude Opus 4.7 FlagshipAnthropic |
Flagship picks across 4 markets — unlock with Pro
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Claude Opus 4.6 FlagshipAnthropic |
Flagship picks across 4 markets — unlock with Pro
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Claude Opus 4.8 FlagshipAnthropic |
Flagship picks across 4 markets — unlock with Pro
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Claude Sonnet 4.6 FlagshipAnthropic |
Flagship picks across 4 markets — unlock with Pro
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Claude Haiku 4.5 Anthropic |
58%
Kansas City Royals |
54%
Over |
52%
Kansas City Royals -1.5 |
56%
Kansas City Royals |
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Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
58%
Kansas City Royals Kansas City shows superior recent form (3W-2L vs 2W-3L) and a +12 run differential over the last 5 games, indicating stronger overall team p...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
54%
Over Recent combined scoring is strong: Royals averaged 7.8 runs per game (39 in 5), and Giants averaged 5.0 (25 in 5). While the Giants are run-...
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
52%
Kansas City Royals -1.5 The Royals' home advantage and superior recent form (3W-2L, +12 run diff) support a modest spread in their favour. However, the Giants still...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
56%
Kansas City Royals Early-game performance is often driven by starting-pitcher quality and lineup platoons. KC's home-field advantage and superior offensive mom... |
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GPT-5 FlagshipOpenai |
Flagship picks across 4 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.
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
No pick on this market.
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
No pick on this market. |
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GPT-4o Mini Openai |
55%
San Francisco Giants |
60%
over |
55%
San Francisco Giants |
55%
San Francisco Giants |
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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%
San Francisco Giants The San Francisco Giants have a slightly better overall record (41-55) compared to the Kansas City Royals (38-59). Additionally, the Giants...
🔍 researched
4 sources cited
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
60%
over Both teams have struggled with pitching this season, with the Giants allowing 4.8 runs per game and the Royals allowing 5.1 runs per game. T...
🔍 researched
4 sources cited
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
55%
San Francisco Giants Given the Giants' slightly better overall and away records, they are more likely to cover a -1 spread against the Royals.
🔍 researched
4 sources cited
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
55%
San Francisco Giants The Giants' lineup, featuring hitters like Rafael Devers and Luis Arraez, may provide an early advantage over the Royals' pitchers.
🔍 researched
4 sources cited
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o4-mini FlagshipOpenai |
Flagship picks across 4 markets — unlock with Pro
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Grok 4.3 FlagshipXai |
Flagship picks across 4 markets — unlock with Pro
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Grok 4 Fast Xai |
54%
Kansas City Royals |
52%
over |
53%
Kansas City Royals |
51%
Kansas City Royals |
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Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
54%
Kansas City Royals Royals show stronger recent form (LWWWL) and score more runs than Giants (LLWLW). Home field at Kauffman Stadium adds advantage. Training da...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
52%
over Both teams average high run totals recently with 12.8 combined per game. Warm July weather at Kauffman typically boosts offense. Training da...
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
53%
Kansas City Royals Royals have edge in scoring differential and rest parity favors neither side. Home spread value appears in supplied context. Training data t...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
51%
Kansas City Royals Home starter matchup and park factors give Royals slight edge through five innings. Bullpen usage unknown but equal rest days. Training data... |
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Gemini 3.1 Pro Flagship |
Flagship picks across 4 markets — unlock with Pro
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Gemini 2.5 Pro Flagship |
Flagship picks across 4 markets — unlock with Pro
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Gemini 2.5 Flash |
55%
Kansas City Royals |
53%
Over 8.5 |
58%
San Francisco Giants +1.5 |
52%
Kansas City Royals |
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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%
Kansas City Royals Based on the provided team context, the Kansas City Royals have slightly better recent form (3W-2L) compared to the San Francisco Giants (2W...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
53%
Over 8.5 The Royals have been involved in higher-scoring games recently, scoring 39 and conceding 27 in their last five. The Giants also show a tende...
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
58%
San Francisco Giants +1.5 While the Royals are favored to win at home, MLB games are often decided by one run, making the +1.5 spread on the underdog a statistically...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
52%
Kansas City Royals The Royals' home-field advantage and slightly better overall recent form suggest they might get off to a stronger start in the first five in... |
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Gemini 2.5 Flash-Lite |
55%
San Francisco Giants |
52%
over |
53%
San Francisco Giants |
52%
San Francisco Giants |
|
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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%
San Francisco Giants The San Francisco Giants and Kansas City Royals are evenly matched on paper, but the Giants' recent form, despite being slightly worse overa...
2 sources cited
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
52%
over Given that starting pitchers are not yet announced and both teams have shown decent offensive output in their recent games (Giants scored 25...
2 sources cited
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
53%
San Francisco Giants While this is projected to be a close game, the San Francisco Giants have a slight edge due to their historical performance and potential fo...
2 sources cited
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
52%
San Francisco Giants The first five innings often depend heavily on the starting pitchers. Without confirmed starters, it's difficult to make a strong prediction...
2 sources cited
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DeepSeek V3 Deepseek |
55%
Kansas City Royals |
55%
Under 7.5 |
40%
Kansas City Royals -1.5 |
55%
Kansas City Royals |
|
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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%
Kansas City Royals The Royals have a strong home record and recent form (3-2), while the Giants are 2-3 in their last five. Kauffman Stadium favors pitchers, b...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
Under 7.5 Kauffman Stadium suppresses runs, and both teams have decent pitching staffs. The rest days allow bullpens to be fresh. The Giants have scor...
Spread
?
Spread
Point spread. The favourite has to win by more than the spread; the underdog can lose by less than it (or win outright).
40%
Kansas City Royals -1.5 The Royals are at home and have a slight edge, but covering -1.5 runs in MLB is uncertain. The Giants are competitive and could keep it clos...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
55%
Kansas City Royals First five innings often favor the home team and better recent form. The Royals have a slight edge with a more productive offense early. Bot... |
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Match winner
ConsensusKansas City Royals 4/6
Kansas City shows superior recent form (3W-2L vs 2W-3L) and a +12 run differential over the last 5 games, indicating stronger overall team p...
The San Francisco Giants have a slightly better overall record (41-55) compared to the Kansas City Royals (38-59). Additionally, the Giants...
Royals show stronger recent form (LWWWL) and score more runs than Giants (LLWLW). Home field at Kauffman Stadium adds advantage. Training da...
Based on the provided team context, the Kansas City Royals have slightly better recent form (3W-2L) compared to the San Francisco Giants (2W...
The San Francisco Giants and Kansas City Royals are evenly matched on paper, but the Giants' recent form, despite being slightly worse overa...
The Royals have a strong home record and recent form (3-2), while the Giants are 2-3 in their last five. Kauffman Stadium favors pitchers, b...
Over / Under
Consensusover 3/6
Recent combined scoring is strong: Royals averaged 7.8 runs per game (39 in 5), and Giants averaged 5.0 (25 in 5). While the Giants are run-...
Both teams have struggled with pitching this season, with the Giants allowing 4.8 runs per game and the Royals allowing 5.1 runs per game. T...
Both teams average high run totals recently with 12.8 combined per game. Warm July weather at Kauffman typically boosts offense. Training da...
The Royals have been involved in higher-scoring games recently, scoring 39 and conceding 27 in their last five. The Giants also show a tende...
Given that starting pitchers are not yet announced and both teams have shown decent offensive output in their recent games (Giants scored 25...
Kauffman Stadium suppresses runs, and both teams have decent pitching staffs. The rest days allow bullpens to be fresh. The Giants have scor...
Spread
ConsensusKansas City Royals -1.5 2/6
The Royals' home advantage and superior recent form (3W-2L, +12 run diff) support a modest spread in their favour. However, the Giants still...
Given the Giants' slightly better overall and away records, they are more likely to cover a -1 spread against the Royals.
Royals have edge in scoring differential and rest parity favors neither side. Home spread value appears in supplied context. Training data t...
While the Royals are favored to win at home, MLB games are often decided by one run, making the +1.5 spread on the underdog a statistically...
While this is projected to be a close game, the San Francisco Giants have a slight edge due to their historical performance and potential fo...
The Royals are at home and have a slight edge, but covering -1.5 runs in MLB is uncertain. The Giants are competitive and could keep it clos...
First 5 innings
ConsensusKansas City Royals 4/6
Early-game performance is often driven by starting-pitcher quality and lineup platoons. KC's home-field advantage and superior offensive mom...
The Giants' lineup, featuring hitters like Rafael Devers and Luis Arraez, may provide an early advantage over the Royals' pitchers.
Home starter matchup and park factors give Royals slight edge through five innings. Bullpen usage unknown but equal rest days. Training data...
The Royals' home-field advantage and slightly better overall recent form suggest they might get off to a stronger start in the first five in...
The first five innings often depend heavily on the starting pitchers. Without confirmed starters, it's difficult to make a strong prediction...
First five innings often favor the home team and better recent form. The Royals have a slight edge with a more productive offense early. Bot...
Model confidence
Conviction in pick · Match winnerClaude Haiku 4.5
Kansas City Royals
GPT-4o Mini
San Francisco Giants
Gemini 2.5 Flash
Kansas City Royals
Gemini 2.5 Flash-Lite
San Francisco Giants
DeepSeek V3
Kansas City Royals
Grok 4 Fast
Kansas City Royals
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:
d8b7bbf7220622a5…
- Kickoff
- Wed, Jul 22 · 18:10 GMT+0000
- Markets
- Match winner · Over / Under · Spread · First 5 innings
- 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 4. 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 4, in this order): h2h | totals | spreads | first_five_innings
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": 14795,
"sport": "baseball",
"venue": "Kauffman Stadium",
"league": "Major League Baseball",
"starts_at": "2026-07-22T18:10:00+00:00",
"starts_at_human": "Wed, 22 Jul 2026 18:10:00 GMT"
},
"teams": {
"away": "San Francisco Giants",
"home": "Kansas City Royals"
},
"version": "v2",
"sport_focus": [
"The starting-pitcher matchup is the single biggest factor — compare each starter's recent form, not just season ERA.",
"Bullpen rest and usage over the last few days drives late-game and total outcomes.",
"Ballpark factors matter: dimensions, altitude (e.g. Coors), and especially wind direction (out = more runs, in = fewer).",
"Lineup handedness vs the opposing starter (L/R platoon splits) shifts the run expectation.",
"Weather (wind, temperature, humidity) measurably affects carry and totals."
],
"team_context": {
"note": "Reference data from our settled-results database. Verify + extend it with your own research; it is not a substitute for current team news.",
"away_form": {
"last": "LLWLW",
"record": "2W-0D-3L",
"scored": 25,
"matches": 5,
"conceded": 31
},
"home_form": {
"last": "LWWWL",
"record": "3W-0D-2L",
"scored": 39,
"matches": 5,
"conceded": 27
},
"rest_days": {
"away": 13,
"home": 13
}
},
"market_consensus": {
"h2h": [],
"note": "No bookmaker consensus available at build time — predict from public knowledge.",
"extra_markets": []
},
"markets_requested": [
"h2h",
"totals",
"spreads",
"first_five_innings"
],
"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 · 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.
-
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.
-
0 tool calls · 0 sources
No live web access — picked from training-data knowledge.
-
4 tool calls · 3 sources
3 citations captured — unlock with Pro
Results settle automatically once the final score lands. Picks are permanent — no hindsight edits.
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How the AI lineup did on other recent matches.
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