Houston AstrosvsChicago White Sox
AI predictions
4 markets · 5 models
Ask the AIsWho picked what
16 models × 4 markets · click a row to see reasoning
| Model |
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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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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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 -1.5 2/5 models |
Houston Astros 4/5 models |
Under 8.5 1/5 models |
Houston Astros 3/5 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 |
55%
Houston -1.5 |
62%
Houston Astros |
58%
Under 8.5 |
56%
Under 4.5 |
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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).
55%
Houston -1.5 Houston's superior recent form (3W-2L, +0 differential) and home-field advantage support a modest spread prediction. Chicago's run-scoring s...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
62%
Houston Astros Houston shows stronger recent form (3W-2L vs Chicago's 2W-3L over the last five matches) and a balanced run differential (+0 vs -10 for Chic...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
58%
Under 8.5 Chicago's offensive struggles (2.8 runs per game over the last 5 matches) suggest a lower-scoring affair, especially if facing a competitive...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
56%
Under 4.5 Early innings are typically lower-scoring in baseball due to starter strength and fewer accumulated at-bats. Chicago's offensive weakness (2... |
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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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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.
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.
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 |
— | — | — | — | |
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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).
No pick on this market.
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.
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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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 |
59%
Houston Astros |
64%
Houston Astros |
53%
under |
61%
Houston Astros |
|
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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).
59%
Houston Astros Astros hold home advantage and superior recent scoring differential. White Sox road performance has been poor with heavy run allowance. Trai...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
64%
Houston Astros Houston Astros enter with a stronger recent record than the White Sox and benefit from home field at Daikin Park. White Sox have allowed far...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
53%
under Both teams show middling offensive output in recent form with high concession numbers suggesting pitching may limit scoring. Daikin Park fac...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
61%
Houston Astros Starting pitcher edge and home environment favor Astros through the first five innings. White Sox early offense has struggled in recent cont... |
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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 -1.5 |
58%
Houston Astros |
55%
Over |
55%
Houston Astros |
|
|
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 Given the Houston Astros' superior recent offensive form and the general strength inferred from training data up to 2025-09, they are more l...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
58%
Houston Astros Based on training data up to 2025-09, the Houston Astros have shown a stronger offensive output in their recent form, scoring 31 runs in the...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
Over The Houston Astros' recent games have been high-scoring affairs, averaging over 12 total runs per game (31 scored, 31 conceded in last 5). D...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
55%
Houston Astros Assuming both teams put out their best starting pitchers given the future date, the Astros' stronger offensive capabilities from training da... |
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|
Gemini 2.5 Flash-Lite |
55%
Chicago White Sox |
65%
Chicago White Sox |
60%
over |
70%
Chicago White Sox |
|
|
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%
Chicago White Sox Given the disparity in team strength and recent form, the Astros are expected to win. However, the White Sox have shown some ability to scor...
2 sources cited
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
65%
Chicago White Sox The Houston Astros have a significantly better recent form and are positioned higher in the league standings compared to the Chicago White S...
2 sources cited
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
60%
over While the Astros are favored, both teams have shown an ability to score runs. The weather conditions are expected to be favorable for hittin...
2 sources cited
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
70%
Chicago White Sox The Houston Astros' strong starting pitcher, Justin Verlander, is a significant advantage in the early innings. Combined with their overall...
2 sources cited
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DeepSeek V3 Deepseek |
50%
Houston Astros -1.5 |
55%
Houston Astros |
52%
Over 8.5 |
53%
Houston Astros |
|
|
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 The Astros are favored and have a better team overall. Their recent form is slightly better, and they have home advantage. However, baseball...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
55%
Houston Astros Based on training data through 2025-09, the Astros have a stronger overall roster and typically perform better at home. The White Sox have s...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
52%
Over 8.5 Both teams have shown decent offensive production recently, with the Astros scoring 31 runs in their last 5 games. Daikin Park (formerly Min...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
53%
Houston Astros The first five innings often favor the starting pitcher, and the Astros are likely to have the better starter. Home advantage also plays a r... |
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Spread
ConsensusHouston Astros -1.5 2/5
Houston's superior recent form (3W-2L, +0 differential) and home-field advantage support a modest spread prediction. Chicago's run-scoring s...
Astros hold home advantage and superior recent scoring differential. White Sox road performance has been poor with heavy run allowance. Trai...
Given the Houston Astros' superior recent offensive form and the general strength inferred from training data up to 2025-09, they are more l...
Given the disparity in team strength and recent form, the Astros are expected to win. However, the White Sox have shown some ability to scor...
The Astros are favored and have a better team overall. Their recent form is slightly better, and they have home advantage. However, baseball...
Match winner
ConsensusHouston Astros 4/5
Houston shows stronger recent form (3W-2L vs Chicago's 2W-3L over the last five matches) and a balanced run differential (+0 vs -10 for Chic...
Houston Astros enter with a stronger recent record than the White Sox and benefit from home field at Daikin Park. White Sox have allowed far...
Based on training data up to 2025-09, the Houston Astros have shown a stronger offensive output in their recent form, scoring 31 runs in the...
The Houston Astros have a significantly better recent form and are positioned higher in the league standings compared to the Chicago White S...
Based on training data through 2025-09, the Astros have a stronger overall roster and typically perform better at home. The White Sox have s...
Over / Under
ConsensusUnder 8.5 1/5
Chicago's offensive struggles (2.8 runs per game over the last 5 matches) suggest a lower-scoring affair, especially if facing a competitive...
Both teams show middling offensive output in recent form with high concession numbers suggesting pitching may limit scoring. Daikin Park fac...
The Houston Astros' recent games have been high-scoring affairs, averaging over 12 total runs per game (31 scored, 31 conceded in last 5). D...
While the Astros are favored, both teams have shown an ability to score runs. The weather conditions are expected to be favorable for hittin...
Both teams have shown decent offensive production recently, with the Astros scoring 31 runs in their last 5 games. Daikin Park (formerly Min...
First 5 innings
ConsensusHouston Astros 3/5
Early innings are typically lower-scoring in baseball due to starter strength and fewer accumulated at-bats. Chicago's offensive weakness (2...
Starting pitcher edge and home environment favor Astros through the first five innings. White Sox early offense has struggled in recent cont...
Assuming both teams put out their best starting pitchers given the future date, the Astros' stronger offensive capabilities from training da...
The Houston Astros' strong starting pitcher, Justin Verlander, is a significant advantage in the early innings. Combined with their overall...
The first five innings often favor the starting pitcher, and the Astros are likely to have the better starter. Home advantage also plays a r...
Model confidence
Conviction in pick · Match winnerGemini 2.5 Flash-Lite
Chicago White Sox
Grok 4 Fast
Houston Astros
Claude Haiku 4.5
Houston Astros
Gemini 2.5 Flash
Houston Astros
DeepSeek V3
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.
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:
b5b9af127335352e…
- Kickoff
- Tue, Sep 1 · 00:10 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": 32261,
"sport": "baseball",
"venue": "Daikin Park",
"league": "MLB",
"starts_at": "2026-09-01T00:10:00+00:00",
"starts_at_human": "Tue, 01 Sep 2026 00:10:00 GMT"
},
"teams": {
"away": "Chicago White Sox",
"home": "Houston Astros"
},
"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": "LLWWL",
"record": "2W-0D-3L",
"scored": 14,
"matches": 5,
"conceded": 24
},
"home_form": {
"last": "LWLWW",
"record": "3W-0D-2L",
"scored": 31,
"matches": 5,
"conceded": 31
},
"rest_days": {
"away": 54,
"home": 54
}
},
"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 · 2 sources
2 citations captured — unlock with Pro
-
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.
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
Free. Pre-match alert per AI + see your picks graded as results land.