Houston AstrosvsArizona Diamondbacks
AI predictions
5 markets · 5 models
Ask the AIsWho picked what
16 models × 5 markets · click a row to see reasoning
| Model |
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
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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).
|
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 five innings over 3.5
?
First five innings over 3.5
Market explanation coming soon.
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|---|---|---|---|---|---|---|
| Consensus |
Houston Astros 3/4 models |
Houston Astros 1/5 models |
Houston Astros 4/5 models |
Over 8.5 3/5 models |
over 1/1 models |
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Claude Opus 4.7 FlagshipAnthropic |
Flagship picks across 5 markets — unlock with Pro
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Claude Opus 4.6 FlagshipAnthropic |
Flagship picks across 5 markets — unlock with Pro
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Claude Opus 4.8 FlagshipAnthropic |
Flagship picks across 5 markets — unlock with Pro
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Claude Sonnet 4.6 FlagshipAnthropic |
Flagship picks across 5 markets — unlock with Pro
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Claude Haiku 4.5 Anthropic |
51%
Under 4.5 |
54%
Houston Astros -1 |
58%
Houston Astros |
52%
Over 8.5 |
— | |
|
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
51%
Under 4.5 Early-inning run production is typically 40–45% of full-game totals in MLB, suggesting ~2.0–2.3 runs per side in the first five innings comb...
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).
54%
Houston Astros -1 Houston's slight edge in form (3-2) and home-field advantage support a modest spread lean toward the Astros. A -1 line is conservative for a...
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 slightly better recent form (3W-2L vs 2W-3L) and identical run differential (31-31 across 5 matches indicates a dead heat offe...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
52%
Over 8.5 Both teams scored 31 runs across 5 matches (6.2 runs per game average), which sits just above 8.5 total runs per match. Daikin Park (Houston...
First five innings over 3.5
?
First five innings over 3.5
Market explanation coming soon.
No pick on this market. |
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GPT-5 FlagshipOpenai |
Flagship picks across 5 markets — unlock with Pro
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GPT-5 Mini Openai |
— | — | — | — | — | |
|
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
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.
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 five innings over 3.5
?
First five innings over 3.5
Market explanation coming soon.
No pick on this market. |
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GPT-4o Mini Openai |
— | — | — | — | — | |
|
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
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.
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 five innings over 3.5
?
First five innings over 3.5
Market explanation coming soon.
No pick on this market. |
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o4-mini FlagshipOpenai |
Flagship picks across 5 markets — unlock with Pro
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Grok 4.3 FlagshipXai |
Flagship picks across 5 markets — unlock with Pro
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|
Grok 4 Fast Xai |
51%
Houston Astros |
53%
Houston Astros |
56%
Houston Astros |
52%
over |
— | |
|
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
51%
Houston Astros Early-game edge stays with the home side given typical starter quality and park factors. Form differential is modest so probabilities stay c...
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 Astros home favorite status and better recent scoring output support a run-line lean. Arizona's road form has been inconsistent. Prediction...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
56%
Houston Astros Houston owns a slight edge at Daikin Park and enters with a stronger recent record (3W-2L) than Arizona. The 2026 matchup lacks fresh data s...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
52%
over Both clubs have posted high run totals in recent games with combined scoring near 10 per contest. Daikin Park tends to play neutral-to-hitte...
First five innings over 3.5
?
First five innings over 3.5
Market explanation coming soon.
No pick on this market. |
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Gemini 3.1 Pro Flagship |
Flagship picks across 5 markets — unlock with Pro
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|
Gemini 2.5 Pro Flagship |
Flagship picks across 5 markets — unlock with Pro
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|
Gemini 2.5 Flash |
50%
Houston Astros |
52%
Houston Astros -1.5 |
58%
Houston Astros |
55%
Over 8.5 |
— | |
|
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
50%
Houston Astros Assuming the Astros have a slight edge in starting pitching and early lineup performance, they are favored to lead after the first five inni...
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 As the projected favorites playing at home, the Astros frequently win by more than one run, especially against competitive but often outmatc...
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
58%
Houston Astros Predicting from training data through 2025-09, the Houston Astros are historically a strong home team and typically perform well in Septembe...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
Over 8.5 Based on the provided recent form, the Houston Astros have been involved in higher-scoring games, scoring and conceding more runs. Without s...
First five innings over 3.5
?
First five innings over 3.5
Market explanation coming soon.
No pick on this market. |
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Gemini 2.5 Flash-Lite |
— |
52%
Arizona Diamondbacks |
55%
Arizona Diamondbacks |
60%
over |
58%
over |
|
|
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
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).
52%
Arizona Diamondbacks Given the slightly favored pitching matchup for the Diamondbacks, they are marginally more likely to cover a small spread. While the Astros...
4 sources cited
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
55%
Arizona Diamondbacks The Diamondbacks have a slight edge due to a more favorable pitching matchup. Zac Gallen has been in better form than Framber Valdez, who ha...
4 sources cited
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
60%
over While both pitchers are capable, Valdez's recent struggles with walks and home runs, coupled with the moderate weather conditions, suggest a...
4 sources cited
First five innings over 3.5
?
First five innings over 3.5
Market explanation coming soon.
58%
over The early innings often set the tone. Valdez's tendency for a higher pitch count and potential for early mistakes, combined with Gallen's ab...
4 sources cited
|
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|
DeepSeek V3 Deepseek |
52%
Houston Astros |
68%
Arizona Diamondbacks +1.5 |
58%
Houston Astros |
55%
Over 8.5 |
— | |
|
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
52%
Houston Astros In the first five innings, the starting pitchers are most important, but with limited data I rely on overall team strength. The Astros have...
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).
68%
Arizona Diamondbacks +1.5 Even though Houston is the better team, the run line of +1.5 for Arizona provides good value. The Diamondbacks have been competitive, and ba...
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 through 2025-09, the Astros have a stronger roster and home-field advantage at Daikin Park. The Diamondbacks have sho...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
Over 8.5 Both teams have shown high-scoring tendencies recently, with Arizona averaging 3.8 runs per game and Houston 6.2 runs per game in their last...
First five innings over 3.5
?
First five innings over 3.5
Market explanation coming soon.
No pick on this market. |
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First 5 innings
ConsensusHouston Astros 3/4
Early-inning run production is typically 40–45% of full-game totals in MLB, suggesting ~2.0–2.3 runs per side in the first five innings comb...
Early-game edge stays with the home side given typical starter quality and park factors. Form differential is modest so probabilities stay c...
Assuming the Astros have a slight edge in starting pitching and early lineup performance, they are favored to lead after the first five inni...
In the first five innings, the starting pitchers are most important, but with limited data I rely on overall team strength. The Astros have...
Spread
ConsensusHouston Astros 1/5
Houston's slight edge in form (3-2) and home-field advantage support a modest spread lean toward the Astros. A -1 line is conservative for a...
Astros home favorite status and better recent scoring output support a run-line lean. Arizona's road form has been inconsistent. Prediction...
As the projected favorites playing at home, the Astros frequently win by more than one run, especially against competitive but often outmatc...
Given the slightly favored pitching matchup for the Diamondbacks, they are marginally more likely to cover a small spread. While the Astros...
Even though Houston is the better team, the run line of +1.5 for Arizona provides good value. The Diamondbacks have been competitive, and ba...
Match winner
ConsensusHouston Astros 4/5
Houston shows slightly better recent form (3W-2L vs 2W-3L) and identical run differential (31-31 across 5 matches indicates a dead heat offe...
Houston owns a slight edge at Daikin Park and enters with a stronger recent record (3W-2L) than Arizona. The 2026 matchup lacks fresh data s...
Predicting from training data through 2025-09, the Houston Astros are historically a strong home team and typically perform well in Septembe...
The Diamondbacks have a slight edge due to a more favorable pitching matchup. Zac Gallen has been in better form than Framber Valdez, who ha...
Based on training data through 2025-09, the Astros have a stronger roster and home-field advantage at Daikin Park. The Diamondbacks have sho...
Over / Under
ConsensusOver 8.5 3/5
Both teams scored 31 runs across 5 matches (6.2 runs per game average), which sits just above 8.5 total runs per match. Daikin Park (Houston...
Both clubs have posted high run totals in recent games with combined scoring near 10 per contest. Daikin Park tends to play neutral-to-hitte...
Based on the provided recent form, the Houston Astros have been involved in higher-scoring games, scoring and conceding more runs. Without s...
While both pitchers are capable, Valdez's recent struggles with walks and home runs, coupled with the moderate weather conditions, suggest a...
Both teams have shown high-scoring tendencies recently, with Arizona averaging 3.8 runs per game and Houston 6.2 runs per game in their last...
First five innings over 3.5
Consensusover 1/1
The early innings often set the tone. Valdez's tendency for a higher pitch count and potential for early mistakes, combined with Gallen's ab...
Model confidence
Conviction in pick · Match winnerClaude Haiku 4.5
Houston Astros
Gemini 2.5 Flash
Houston Astros
DeepSeek V3
Houston Astros
Grok 4 Fast
Houston Astros
Gemini 2.5 Flash-Lite
Arizona Diamondbacks
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:
52247a579c27c6eb…
- Kickoff
- Sat, Sep 5 · 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": 35159,
"sport": "baseball",
"venue": "Daikin Park",
"league": "MLB",
"starts_at": "2026-09-05T00:10:00+00:00",
"starts_at_human": "Sat, 05 Sep 2026 00:10:00 GMT"
},
"teams": {
"away": "Arizona Diamondbacks",
"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": "LLWLW",
"record": "2W-0D-3L",
"scored": 19,
"matches": 5,
"conceded": 20
},
"home_form": {
"last": "LWLWW",
"record": "3W-0D-2L",
"scored": 31,
"matches": 5,
"conceded": 31
},
"rest_days": {
"away": 57,
"home": 58
}
},
"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
-
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.
-
0 tool calls · 4 sources
4 citations captured — unlock with Pro
-
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.