A9 PREDICT

A9 Predict

Changelog

Changes associated with this build.
v0.2.0Build identifier supplied

Build date · Eastern: Oct 25, 2026, 1:41:30.352 PM EDT

Technical build details
Commit
ef695042b6cc7b8d0132bc9eb2a0a1890d123d57
Version source
Running build metadata

Build metadata does not confirm production deployment or service health.

v0.2.0 This build

Keep this round's issued prediction readable, with a separate fresh entry comparison when matching evidence is available.

Added

  • One-contract entry estimate from matching fresh forecast, quote, depth and timestamped series fees; no orders are placed.
  • Current Kalshi round, threshold, close countdown and timestamped public quotes, separate from immutable A9 forecasts.
  • Eastern-day count of unique rounds with acknowledged forecasts and saved settlement status; real trades remain unavailable without fills.

Fixed

  • Saved history stays historical, including records from an open round; it does not show a current pick or start quote refreshes.
  • An issued prediction stays visible until its round closes, with its original probability and an explicit stale-input label after freshness expires.
  • Invalid reference timestamps, conflicting records and different-round quotes cannot supply a selection or entry comparison.
  • Forecast-only pilots can use the approved budget while learning stays off.
  • Quotes retire when stale, closed, mismatched or incomplete; an old forecast is never relabeled as current.
  • Bounded response parsing and shared in-flight public reads prevent simultaneous viewers multiplying upstream work.

Changed

  • Target prices spell out At least versus Above from the contract comparison; original Kalshi wording and rules remain in Details.
  • Untracked no-pick counts and the absence of a trading connection are labeled explicitly instead of appearing as a temporary data outage.
  • Canonical ACE9 Living Glass theme, compact historical evidence, and Eastern Time throughout.
  • Accessible version dialog groups Added, Fixed and Changed notes for this exact build.
  • Page reads do not start forecast collection, learning or order execution.

Tracked question

Will Lando Norris win the 2026 F1 Azerbaijan Grand Prix?

A9 gives this a 6% chance of happening. That's about the same as the betting market (4%). A9 researched this on the web before forecasting.

Market 4%Polymarket
A9 Predict 6%high confidence

Jev on its own said 14%

+2 pts vs market
Leans NO

Why A9 thinks this

The evidence, separated.

Web research · quality 60/100

As of qualifying, Lando Norris is starting the 2026 Azerbaijan Grand Prix from P5 (qualifying/grid published 25 Sep 2026), placing him on the second row and within reach of the leaders but not on pole. The race is scheduled for 26 Sep 2026 on the official F1 calendar. McLaren and Norris have shown strong pace this season (multiple top results), and short-term weather forecasts for Baku show a low probability of rain for the race day—both factors that support a plausible path to victory. Countervailing evidence: Norris is behind strong qualifiers (Russell, Leclerc, Piastri) and Baku’s historical tendency for chaotic incidents (walls, safety cars) injects substantial randomness; McLaren has also had missed-opportunity races this season, and starting behind his teammate reduces a straightforward team-assisted route to the win. The single largest unknown is in-race stochastic events (timing of safety cars, collisions, mechanical reliability) that historically decide Baku outcomes. Because the market resolves to the FIA final classification after the race (and because cancellation/rescheduling would resolve the market to “Other” if moved past Oct 3), the available pre-race information provides reasonable signal but leaves substantial variance — key flip events (grid penalties, SC timing, wet weather, retirements) would materially change the likelihood of Norris winning. ([formula1.com](https://www.formula1.com/en/results/2021/races/1295/azerbaijan/starting-grid))

For

Lando Norris qualified 5th for the 2026 Azerbaijan Grand Prix (starting grid published by Formula 1), placing him on the second row and within striking distance of the leaders. ([formula1.com](https://www.formula1.com/en/results/2021/races/1295/azerbaijan/starting-grid))

The weekend is on the official F1 calendar with the race scheduled for 26 September 2026, so the event is proceeding on the date relevant to the market’s resolution window. ([formula1.com](https://www.formula1.com/en/racing/2026/azerbaijan?utm_source=openai))

McLaren and Norris have been competitive in 2026 (multiple wins / top results for the team and Norris as a top driver), which gives Norris demonstrated pace and a realistic chance to convert a strong result into a win. ([formula1.com](https://www.formula1.com/en/teams/mclaren?utm_source=openai))

Short-term weather forecasts for Baku on 26 Sep 2026 show a low probability of rain and generally dry/clear conditions, reducing the added randomness that wet conditions introduce. ([accuweather.com](https://www.accuweather.com/en/az/puta/27101/weather-today/27101?utm_source=openai))

FIA documents show the usual sequence of qualifying / provisional starting grid / final classifications (documents published 25 Sep 2026 for qualifying/grid), demonstrating that official timing and penalties are being published on the normal schedule. This means the market’s resolution mechanism (FIA final classification) will be applied in the standard way. ([api.fia.com](https://api.fia.com/documents/championships/fia-formula-one-world-championship-14/season/season-2026-2072?utm_source=openai))

Against

Norris is not on pole; George Russell qualified on pole with Charles Leclerc P2 and Oscar Piastri P3—drivers and teams ahead are top contenders and will make a win from P5 harder. ([formula1.com](https://www.formula1.com/en/results/2021/races/1295/azerbaijan/starting-grid))

Baku (Baku City Circuit) historically produces high-variance races (wall contact, safety cars, recoveries) that often shuffle the finishing order—this increases outcome variance and reduces the predictive value of a P5 start. ([formula1.com](https://www.formula1.com/en/racing/2026/azerbaijan?utm_source=openai))

McLaren’s track-to-track performance and strategy execution have sometimes produced missed opportunities this season (reports from recent race weekends), meaning raw pace does not guarantee a win even when competitive. ([mclaren.com](https://www.mclaren.com/racing/formula-1/2026/italian-grand-prix/practice-report/?utm_source=openai))

Norris’ teammate Oscar Piastri is ahead on the grid (P3) and may be prioritized or simply be better placed to lead the team’s result, which reduces Norris’ independent path to victory. ([formula1.com](https://www.formula1.com/en/results/2021/races/1295/azerbaijan/starting-grid))

Unknown

In-race stochastic events (timing and occurrence of safety cars / virtual safety cars, multi-car collisions, late mechanical failures or sudden reliability issues, and the exact timing of pit stops) — these discrete events at Baku historically produce the largest swings in who emerges as the race winner and cannot be predicted from pre-race data. ([formula1.com](https://www.formula1.com/en/racing/2026/azerbaijan?utm_source=openai))

What would change A9's mind

  • A last-minute grid/penalty change that promotes Norris to pole or the front row before the race start (e.g., power-unit or parc fermé penalties applied to others). ([api.fia.com](https://api.fia.com/documents/championships/fia-formula-one-world-championship-14/season/season-2026-2072?utm_source=openai))
  • A safety car or red-flag whose timing aligns with Norris’ pit window and strategy in a way that hands him track position advantage (Baku safety-car timing has flipped many race outcomes historically). ([formula1.com](https://www.formula1.com/en/racing/2026/azerbaijan?utm_source=openai))
  • Significant change in weather (unexpected wet conditions during the race) that plays to Norris’ or McLaren’s strategy/tyre choices compared with rivals (current forecasts show low rain chance but weather can change). ([accuweather.com](https://www.accuweather.com/en/az/puta/27101/weather-today/27101?utm_source=openai))
  • Mechanical failure, retirement, or strategic error from one or more of the drivers starting ahead (Russell, Leclerc, Piastri) during the race.
  • Team orders or intra-team strategy that places Piastri ahead of Norris (or prioritizes one car for the win) could materially reduce Norris’ chances.

Probability history

A9 never rewrites the past.

MarketA9Me
6%Initial read

As of qualifying, Lando Norris is starting the 2026 Azerbaijan Grand Prix from P5 (qualifying/grid published 25 Sep 2026), placing him on the second row and within reach of the leaders but not on pole. The race is scheduled for 26 Sep 2026 on the official F1 calendar. McLaren and Norris have shown strong pace this season (multiple top results), and short-term weather forecasts for Baku show a low probability of rain for the race day—both factors that support a plausible path to victory. Countervailing evidence: Norris is behind strong qualifiers (Russell, Leclerc, Piastri) and Baku’s historical tendency for chaotic incidents (walls, safety cars) injects substantial randomness; McLaren has also had missed-opportunity races this season, and starting behind his teammate reduces a straightforward team-assisted route to the win. The single largest unknown is in-race stochastic events (timing of safety cars, collisions, mechanical reliability) that historically decide Baku outcomes. Because the market resolves to the FIA final classification after the race (and because cancellation/rescheduling would resolve the market to “Other” if moved past Oct 3), the available pre-race information provides reasonable signal but leaves substantial variance — key flip events (grid penalties, SC timing, wet weather, retirements) would materially change the likelihood of Norris winning. ([formula1.com](https://www.formula1.com/en/results/2021/races/1295/azerbaijan/starting-grid))

a9-predict-0.3.0 · 70b47238d3445285458b4f517803abec270418f3d210a04819a2110fb16e57e1