San Francisco GiantsvsHouston Astros
Your call
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AI predictions
4 markets · 7 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).
|
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
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
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|---|---|---|---|---|---|
| Consensus |
Houston Astros 7/7 models |
over 2/7 models |
Houston Astros 4/7 models |
Houston Astros 6/7 models |
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Claude Opus 4.7 FlagshipAnthropic |
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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%
Houston Astros |
55%
Over 8.5 |
52%
Houston Astros -1.5 |
54%
Under 4.5 |
|
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
58%
Houston Astros Houston shows stronger recent form (3W-2L vs Giants 2W-3L over last 5) and slightly better run differential (+0 vs Giants -6). Both teams ar...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
Over 8.5 Both teams scored 31 runs combined in their last 5 matches, averaging 6.2 runs per team per game. Oracle Park is a neutral-to-hitter-friendl...
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%
Houston Astros -1.5 Houston's recent form edge (3W-2L) and run-scoring advantage (+0 differential vs Giants -6) support a small run-line advantage on the road....
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
54%
Under 4.5 Early innings (1–5) typically see lower run totals than full 9-inning games due to pitchers settling and bullpen freshness. Both teams avera... |
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GPT-5 FlagshipOpenai |
Flagship picks across 4 markets — unlock with Pro
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|
GPT-5 Mini Openai |
62%
Houston Astros |
60%
under 8.5 |
55%
Houston Astros |
58%
Houston Astros |
|
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
62%
Houston Astros The Astros are the stronger team on paper (better overall record and recent form) and carry a deeper lineup, while the Giants are sub-.500 a...
🔍 researched
5 sources cited
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
60%
under 8.5 Oracle Park is a well-documented run-suppressing venue (cool bay winds, deep outfield) which lowers home run carry and overall scoring; both...
🔍 researched
5 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%
Houston Astros A -1.5 runline requires a 2+ run win; Houston's deeper lineup and better record increase the chance they put the game out of reach, but Orac...
🔍 researched
5 sources cited
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
58%
Houston Astros First-five outcomes track closely to the starting pitcher quality and lineup handedness; while an explicit announced SP matchup was not avai...
🔍 researched
5 sources cited
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GPT-4o Mini Openai |
65%
Houston Astros |
55%
over |
60%
Houston Astros |
55%
Houston Astros |
|
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
65%
Houston Astros The Houston Astros have a slightly better overall record and have been more consistent in recent games compared to the San Francisco Giants....
🔍 researched
3 sources cited
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
over Both teams have shown moderate offensive capabilities, with the Astros averaging 4.6 runs per game and the Giants 4.2. Given the ballpark di...
🔍 researched
3 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).
60%
Houston Astros The Astros' superior overall performance and recent form suggest they are likely to cover a -1 spread against the Giants. ([baseball-referen...
🔍 researched
3 sources cited
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
55%
Houston Astros The Astros' strong lineup, led by Yordan Alvarez, is expected to perform well in the early innings, giving them an edge in the first five in...
🔍 researched
3 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%
Houston Astros |
52%
under |
51%
Houston Astros |
53%
Houston Astros |
|
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
54%
Houston Astros Astros maintain stronger overall roster depth and recent success against NL West clubs. Giants home form has been inconsistent with poor run...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
52%
under Oracle Park is a pitcher-friendly venue with marine layer often limiting home runs. Both clubs have shown below-average run totals in recent...
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).
51%
Houston Astros Houston's starting pitching projects to keep games close or in their favor on the run line. Giants offense struggles to capitalize against q...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
53%
Houston Astros Early innings often decided by starting pitchers where Houston holds edge in strikeout rate and command. Giants lineup shows platoon vulnera... |
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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 |
52%
Houston Astros |
55%
Under 8.0 |
55%
San Francisco Giants +1.5 |
40%
Houston Astros |
|
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
52%
Houston Astros Based on general team strengths from my training data through 2025-09, the Houston Astros have historically been a more consistent contender...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
Under 8.0 Oracle Park is famously a pitcher-friendly ballpark, known for suppressing offense due to its marine layer, cool temperatures, and large out...
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 +1.5 While the Astros might be favored to win, Oracle Park often leads to tight, low-scoring games where it's challenging for any team to win by...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
40%
Houston Astros The first five innings heavily depend on the starting pitching matchup, which is unknown for this future game. However, based on the Astros'... |
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|
Gemini 2.5 Flash-Lite |
55%
Houston Astros |
52%
over |
53%
Houston Astros |
54%
Houston Astros |
|
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
55%
Houston Astros The Houston Astros have shown slightly better recent form and a more balanced offense compared to the San Francisco Giants. While both teams...
5 sources cited
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
52%
over Given the offensive output of both teams in their last five games (Astros 31 scored/31 conceded, Giants 25 scored/31 conceded), and consider...
5 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%
Houston Astros The Astros have a slightly better run differential in their last five games and have shown a slightly stronger ability to secure wins. While...
5 sources cited
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
54%
Houston Astros The Astros have demonstrated slightly better early-game performance and consistency in their recent matchups. While starting pitchers are un...
5 sources cited
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|
DeepSeek V3 Deepseek |
55%
Houston Astros |
60%
Over |
50%
Houston Astros -1.5 |
55%
Houston Astros |
|
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
55%
Houston Astros Astros have better recent form (3-2) and strong offensive output (31 runs), while Giants are struggling (2-3) with 25 runs. Even with home a...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
60%
Over Both teams have scored and conceded heavily in their last five games (Astros 31-31, Giants 25-31), indicating high-scoring affairs. Oracle P...
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).
50%
Houston Astros -1.5 Astros are favored to win straight up, but covering by 2+ runs against a decent Giants team at home is not a lock. The Giants have lost clos...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
55%
Houston Astros Astros have a stronger offensive start and their starting pitching is generally better early in games. Giants' bullpen is weaker late, but e... |
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Match winner
ConsensusHouston Astros 7/7
Houston shows stronger recent form (3W-2L vs Giants 2W-3L over last 5) and slightly better run differential (+0 vs Giants -6). Both teams ar...
The Astros are the stronger team on paper (better overall record and recent form) and carry a deeper lineup, while the Giants are sub-.500 a...
The Houston Astros have a slightly better overall record and have been more consistent in recent games compared to the San Francisco Giants....
Astros maintain stronger overall roster depth and recent success against NL West clubs. Giants home form has been inconsistent with poor run...
Based on general team strengths from my training data through 2025-09, the Houston Astros have historically been a more consistent contender...
The Houston Astros have shown slightly better recent form and a more balanced offense compared to the San Francisco Giants. While both teams...
Astros have better recent form (3-2) and strong offensive output (31 runs), while Giants are struggling (2-3) with 25 runs. Even with home a...
Over / Under
Consensusover 2/7
Both teams scored 31 runs combined in their last 5 matches, averaging 6.2 runs per team per game. Oracle Park is a neutral-to-hitter-friendl...
Oracle Park is a well-documented run-suppressing venue (cool bay winds, deep outfield) which lowers home run carry and overall scoring; both...
Both teams have shown moderate offensive capabilities, with the Astros averaging 4.6 runs per game and the Giants 4.2. Given the ballpark di...
Oracle Park is a pitcher-friendly venue with marine layer often limiting home runs. Both clubs have shown below-average run totals in recent...
Oracle Park is famously a pitcher-friendly ballpark, known for suppressing offense due to its marine layer, cool temperatures, and large out...
Given the offensive output of both teams in their last five games (Astros 31 scored/31 conceded, Giants 25 scored/31 conceded), and consider...
Both teams have scored and conceded heavily in their last five games (Astros 31-31, Giants 25-31), indicating high-scoring affairs. Oracle P...
Spread
ConsensusHouston Astros 4/7
Houston's recent form edge (3W-2L) and run-scoring advantage (+0 differential vs Giants -6) support a small run-line advantage on the road....
A -1.5 runline requires a 2+ run win; Houston's deeper lineup and better record increase the chance they put the game out of reach, but Orac...
The Astros' superior overall performance and recent form suggest they are likely to cover a -1 spread against the Giants. ([baseball-referen...
Houston's starting pitching projects to keep games close or in their favor on the run line. Giants offense struggles to capitalize against q...
While the Astros might be favored to win, Oracle Park often leads to tight, low-scoring games where it's challenging for any team to win by...
The Astros have a slightly better run differential in their last five games and have shown a slightly stronger ability to secure wins. While...
Astros are favored to win straight up, but covering by 2+ runs against a decent Giants team at home is not a lock. The Giants have lost clos...
First 5 innings
ConsensusHouston Astros 6/7
Early innings (1–5) typically see lower run totals than full 9-inning games due to pitchers settling and bullpen freshness. Both teams avera...
First-five outcomes track closely to the starting pitcher quality and lineup handedness; while an explicit announced SP matchup was not avai...
The Astros' strong lineup, led by Yordan Alvarez, is expected to perform well in the early innings, giving them an edge in the first five in...
Early innings often decided by starting pitchers where Houston holds edge in strikeout rate and command. Giants lineup shows platoon vulnera...
The first five innings heavily depend on the starting pitching matchup, which is unknown for this future game. However, based on the Astros'...
The Astros have demonstrated slightly better early-game performance and consistency in their recent matchups. While starting pitchers are un...
Astros have a stronger offensive start and their starting pitching is generally better early in games. Giants' bullpen is weaker late, but e...
Model confidence
Conviction in pick · Match winnerGPT-4o Mini
Houston Astros
GPT-5 Mini
Houston Astros
Claude Haiku 4.5
Houston Astros
Gemini 2.5 Flash-Lite
Houston Astros
DeepSeek V3
Houston Astros
Grok 4 Fast
Houston Astros
Gemini 2.5 Flash
Houston Astros
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:
5db59927f8da3653…
- Kickoff
- Wed, Aug 12 · 19:45 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": 24001,
"sport": "baseball",
"venue": "Oracle Park",
"league": "MLB",
"starts_at": "2026-08-12T19:45:00+00:00",
"starts_at_human": "Wed, 12 Aug 2026 19:45:00 GMT"
},
"teams": {
"away": "Houston Astros",
"home": "San Francisco Giants"
},
"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": "LWLWW",
"record": "3W-0D-2L",
"scored": 31,
"matches": 5,
"conceded": 31
},
"home_form": {
"last": "LLWLW",
"record": "2W-0D-3L",
"scored": 25,
"matches": 5,
"conceded": 31
},
"rest_days": {
"away": 34,
"home": 35
}
},
"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.
-
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
-
0 tool calls · 0 sources
No live web access — picked from training-data knowledge.
-
0 tool calls · 5 sources
5 citations captured — unlock with Pro
-
40 tool calls · 5 sources
5 citations captured — unlock with Pro
Results settle automatically once the final score lands. Picks are permanent — no hindsight edits.
Recent recaps
How the AI lineup did on other recent matches.
Get the AI consensus before kickoff
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