Houston AstrosvsArizona Diamondbacks
AI predictions
4 markets · 5 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
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
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|---|---|---|---|---|---|
| Consensus |
Houston Astros 4/5 models |
over 3/5 models |
Arizona Diamondbacks_ +1.5 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 |
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Claude Haiku 4.5 Anthropic |
58%
Houston Astros |
54%
Over 8.5 |
52%
Houston Astros -1.5 |
56%
Houston Astros |
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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%
Houston Astros Houston shows better recent form (3W-2L vs Arizona's 2W-3L) and plays at home with identical rest. The Astros' run differential is neutral (...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
54%
Over 8.5 Combined scoring in Houston's last 5 matches totaled 62 runs (12.4 per game average), while Arizona scored/conceded 39 runs (7.8 per game)....
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 home-field advantage and superior recent form (60% win rate vs Arizona's 40%) support a modest spread. However, the run differenti...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
56%
Houston Astros First-five-innings markets are heavily pitcher-dependent; without live access to starting pitcher news or recent IP splits, this prediction... |
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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 |
— | — | — | — | |
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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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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 |
57%
Houston Astros |
52%
over |
51%
home_ -1.5 |
54%
Houston Astros |
|
|
Match winner
?
Match winner
Match winner. Pick the team that wins in regular time (or who advances in cup formats).
57%
Houston Astros Astros show stronger recent form with 3 wins in last 5 and higher scoring output. Diamondbacks have a losing record in their last 5 and conc...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
52%
over Both teams average over 6 runs per game in recent form with high concession numbers. Warm September evening at Daikin Park favors higher tot...
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%
home_ -1.5 Houston's offensive edge and home record give them a slight edge on the run line. Diamondbacks bullpen fatigue noted in form data. Training...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
54%
Houston Astros Astros lineup typically jumps on starters early at home. Away form shows early struggles for Arizona. Training data through 2025-09 indicate... |
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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 |
58%
Houston Astros |
55%
over_8.5 |
60%
Arizona Diamondbacks_ +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).
58%
Houston Astros Based on historical team strength from training data and the provided recent form showing Houston's stronger offensive output (31 runs vs 19...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
55%
over_8.5 Assuming a standard line of 8.5, the 'over' is slightly favored based on the teams' combined recent scoring average. Houston and Arizona col...
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%
Arizona Diamondbacks_ +1.5 While Houston is favored to win outright, the -1.5 run line suggests they must win by at least two runs. Given the inherent competitiveness...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
55%
Houston Astros The Houston Astros are anticipated to hold a lead after the first five innings, aligning with their general strength and offensive capabilit... |
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Gemini 2.5 Flash-Lite |
55%
Arizona Diamondbacks |
60%
over |
53%
Arizona Diamondbacks |
54%
Arizona Diamondbacks |
|
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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%
Arizona Diamondbacks The Arizona Diamondbacks have a slightly better recent form, winning 3 of their last 5 games compared to the Houston Astros' 2 wins in the s...
Over / Under
?
Over / Under
Over / Under total points. Will the combined score be above or below the line.
60%
over Both teams have shown a tendency to score and concede a significant number of runs in their recent games. The Diamondbacks conceded 20 runs...
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%
Arizona Diamondbacks Given the slightly better recent form and edge in head-to-head potential for the Diamondbacks, they are favored to cover a -1 spread. While...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
54%
Arizona Diamondbacks The Diamondbacks' recent form suggests they are starting games stronger, with more consistent wins in their last five outings. While this is... |
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DeepSeek V3 Deepseek |
55%
Houston Astros |
60%
over |
55%
Arizona Diamondbacks +1.5 |
55%
over |
|
|
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, both teams are competitive, but the Astros have a stronger home record and more offensive depth. The...
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 recent games, with the Diamondbacks averaging 3.8 runs per game and the Astros 6.2. The...
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%
Arizona Diamondbacks +1.5 The Astros are favored by 1.5 runs, but the Diamondbacks have been competitive in their losses and have a solid bullpen. Given the closeness...
First 5 innings
?
First 5 innings
First five innings result. Standings after five innings, regardless of late drama.
55%
over Teams tend to score more in the first five innings when starting pitchers are not fully settled, and both lineups have shown early offensive... |
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Match winner
ConsensusHouston Astros 4/5
Houston shows better recent form (3W-2L vs Arizona's 2W-3L) and plays at home with identical rest. The Astros' run differential is neutral (...
Astros show stronger recent form with 3 wins in last 5 and higher scoring output. Diamondbacks have a losing record in their last 5 and conc...
Based on historical team strength from training data and the provided recent form showing Houston's stronger offensive output (31 runs vs 19...
The Arizona Diamondbacks have a slightly better recent form, winning 3 of their last 5 games compared to the Houston Astros' 2 wins in the s...
Based on training data through 2025-09, both teams are competitive, but the Astros have a stronger home record and more offensive depth. The...
Over / Under
Consensusover 3/5
Combined scoring in Houston's last 5 matches totaled 62 runs (12.4 per game average), while Arizona scored/conceded 39 runs (7.8 per game)....
Both teams average over 6 runs per game in recent form with high concession numbers. Warm September evening at Daikin Park favors higher tot...
Assuming a standard line of 8.5, the 'over' is slightly favored based on the teams' combined recent scoring average. Houston and Arizona col...
Both teams have shown a tendency to score and concede a significant number of runs in their recent games. The Diamondbacks conceded 20 runs...
Both teams have scored and conceded heavily in their recent games, with the Diamondbacks averaging 3.8 runs per game and the Astros 6.2. The...
Spread
ConsensusArizona Diamondbacks_ +1.5 1/5
Houston's home-field advantage and superior recent form (60% win rate vs Arizona's 40%) support a modest spread. However, the run differenti...
Houston's offensive edge and home record give them a slight edge on the run line. Diamondbacks bullpen fatigue noted in form data. Training...
While Houston is favored to win outright, the -1.5 run line suggests they must win by at least two runs. Given the inherent competitiveness...
Given the slightly better recent form and edge in head-to-head potential for the Diamondbacks, they are favored to cover a -1 spread. While...
The Astros are favored by 1.5 runs, but the Diamondbacks have been competitive in their losses and have a solid bullpen. Given the closeness...
First 5 innings
ConsensusHouston Astros 3/5
First-five-innings markets are heavily pitcher-dependent; without live access to starting pitcher news or recent IP splits, this prediction...
Astros lineup typically jumps on starters early at home. Away form shows early struggles for Arizona. Training data through 2025-09 indicate...
The Houston Astros are anticipated to hold a lead after the first five innings, aligning with their general strength and offensive capabilit...
The Diamondbacks' recent form suggests they are starting games stronger, with more consistent wins in their last five outings. While this is...
Teams tend to score more in the first five innings when starting pitchers are not fully settled, and both lineups have shown early offensive...
Model confidence
Conviction in pick · Match winnerClaude Haiku 4.5
Houston Astros
Gemini 2.5 Flash
Houston Astros
Grok 4 Fast
Houston Astros
Gemini 2.5 Flash-Lite
Arizona Diamondbacks
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:
27280c19ebe2acd4…
- Kickoff
- Sun, Sep 6 · 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": 35668,
"sport": "baseball",
"venue": "Daikin Park",
"league": "MLB",
"starts_at": "2026-09-06T18:10:00+00:00",
"starts_at_human": "Sun, 06 Sep 2026 18:10:00 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": 59,
"home": 59
}
},
"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.
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.