Estimated outcome probability. A likely winner can still be overpriced.
← Decision briefsNFL · Oct 18, 10:00 AM PDT YOUR RESEARCH TASK FORECASTPittsburgh Steelers RELIABILITY4/4 model reports MARKET VALUENot established
Pittsburgh Steelers vs Tampa Bay Buccaneers
58.6%Pittsburgh Steelers
NOT LOCKED4/4 independent models select Pittsburgh Steelers; all four oriented probabilities average 58.63%.
Check the evidence
The most important gap and your next source check.
- Read the model reasons and reported limits.
- Inspect available source context; record missing sources.
- Identify what remains unverified and your next action.
16 reported evidence limits. Agreement alone does not establish accuracy.
A probability difference alone does not account for forecast error, fees, spread, or available liquidity.
Why the models lean this way
These are reasons recorded by the models. They are not independently verified facts or measured causes of a probability change.
- Gemini: Pittsburgh is favored by 2.5 points on the road.
- Claude: Market line PIT -2.5 as road favorite implies ~57-60% win probability
- Grok: Steelers 3-2 record vs Buccaneers 1-4 record
- GPT: Pittsburgh record: 3-2
Read all four model reports
Gemini · Pittsburgh Steelers · 58.5%
The Pittsburgh Steelers are 2.5-point road favorites against the Tampa Bay Buccaneers. Pittsburgh's superior 3-2 record compared to Tampa Bay's 1-4 record supports their status as favorites. A 2.5-point spread typically translates to a win probability of roughly 58-59%. The low over/under of 38.5 points indicates a potentially tight, low-scoring game, which slightly increases variance.
google/gemini-3.1-pro-preview · Oct 16, 6:05 PM PDTClaude · Pittsburgh Steelers · 59.0%
DraftKings lists Pittsburgh as a 2.5-point road favorite, which implies roughly a 57-60% win probability. The low total (38.5) slightly amplifies the value of a small spread edge, since fewer expected scoring events reduce the chance of variance erasing a 2.5-point gap. Records corroborate the market: Pittsburgh is 3-2 while Tampa Bay is 1-4, and the fact the market still favors the visitor despite home-field advantage (typically worth ~1.5-2 points) suggests a notable gap in perceived team strength. No injury or quarterback information is provided for either side, so I stay near the market-implied figure rather than deviating.
anthropic/claude-opus-5 · Oct 16, 6:05 PM PDTGrok · Pittsburgh Steelers · 57.0%
Steelers enter at 3-2 while Buccaneers are 1-4. The market line lists PIT -2.5 on the road, indicating the betting market views Pittsburgh as the stronger side. No injury data or quarterback details are supplied, but the combination of superior record and point-spread favoritism supports a modest edge for the Steelers.
xai/grok-4.3 · Oct 16, 6:05 PM PDTGPT · Pittsburgh Steelers · 60.0%
Pittsburgh has the stronger point-in-time profile in the evidence package: a 3-2 record versus Tampa Bay’s 1-4 record, plus Pittsburgh is favored by the supplied market spread despite being on the road (PIT -2.5). A road favorite with the better record is the most important comparative signal available here. The home field for Tampa Bay keeps the game from projecting as lopsided, and the absence of moneyline, quarterback, weather, and meaningful injury detail limits precision. Still, the available evidence supports Pittsburgh as the more likely winner.
openai/gpt-5.4 · Oct 16, 6:05 PM PDTWhat remains uncertain
- No moneyline odds are provided to give a precise market-implied probability.
- Injury reports are missing for both teams.
- Weather conditions are not provided.
- Injury lists are empty for both teams and may simply be unpublished rather than clean
- No quarterback availability or depth-chart detail provided
- No moneyline prices supplied, so implied probability is derived from the spread alone
- Weather data is null for an outdoor Tampa venue
- No strength-of-schedule, scoring margin, or efficiency data to validate the records
What to watch next
Wait for all required evidence and the pre-event lock. This view is not final.
Open the event and source context →What changed before the lock
- First recorded forecast
First prospective probability state captured for this source and competition.
Record hash
23b6101a72e4fbabbf0635b197f7465824c23ac3baa0de4236b9e3102bc9587f
Reasons are shown as they were recorded. The ledger does not establish that a specific fact caused a probability change.
The saved method comparison
This event has no eligible record in the new comparison cohort. Historical or late forecasts are not filled in after the event.
Inspect the methods and progress →Available source context
No direct source links are attached to this brief. The event page shows the available context.
These links provide event context. They do not verify every claim in a model report.
Finish your review
Record whether this brief helped, how long the review took, and your next action.
Return to your review →