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RaceIQ · NTT IndyCar Series · Season 2026

American open wheel, forecast.

Race and championship forecasts for the NTT IndyCar Series — all 18 races, from the streets of St. Petersburg to the season finale, across ovals, road courses and street circuits. 11 of 18 rounds complete, on the same MotorsportVerse core that powers RaceIQ F1.

Next upR12 · Oval ·

Next round · Predicted next

Borchetta Bourbon Music City Grand Prix

Nashville Superspeedway · one points race — a full-field forecast before the green flag, retirement risk included.

Track record

Graded against every result

Every forecast is scored against the official classification once the checkered flag drops on each race — no cherry-picking. The figures below cover the season so far.

Rounds graded
0
of 18 on the calendar
Podium hit-rate
0%
top-3 picks that landed
Winner hit-rate
0%
race wins called correctly
Mean error
0.0
places off, on average

How it works

Results → model → forecast

From each round's finishing orders to a probability for every car — here is the path each forecast travels before it reaches you.

  1. 1

    IndyCar results

    Race classifications, grids and championship standings — fifteen seasons of hand-verified history, updated after every checkered flag.

  2. 2

    The model

    A surface-aware driver model — every driver carries separate oval and road/street form, because the two reward different things. A per-driver retirement hazard rides along, and it re-trains as the season unfolds.

  3. 3

    Race forecast

    Probabilities for win, podium, top six and top ten for every driver — calibrated on the season's real results.

What you get

Every read, one tap away

Race Window

This round & beyond

Full Season →

Race Forecast · Next Round

Predicted Podium — Nashville Superspeedway

The model's top three picks for Borchetta Bourbon Music City Grand Prix at round 12. Projected race winner plus the two drivers most likely to share the podium.

Full classification
Kyle Kirkwood
P2
Kyle Kirkwood
Andretti Global

Win probability

0.0%
David Malukas
P1
David Malukas
Team Penske

Win probability

0.0%
Pato O'Ward
P3
Pato O'Ward
Arrow McLaren

Win probability

0.0%

Race Control

Latest Official Result

Round 11 · Honda Indy 200 at Mid-Ohio · Mid-Ohio Sports Car Course

Compare to prediction
PosDriverStatus
P1Pato O'WardPato O'WardWINNER
P2Christian LundgaardChristian LundgaardFINISHED
P3Kyle KirkwoodKyle KirkwoodFINISHED
P4Rinus VeeKayRinus VeeKayFINISHED
P5Álex PalouÁlex PalouFINISHED
P6Will PowerWill PowerFINISHED
P7Christian RasmussenChristian RasmussenFINISHED
P8David MalukasDavid MalukasFINISHED
P9Josef NewgardenJosef NewgardenFINISHED
P10Nolan SiegelNolan SiegelFINISHED

Championship Snapshot

Where the season stands

Open Standings →

Championship

Drivers · Top 5

All →
  1. 1Álex Palou

    Álex Palou

    Chip Ganassi Racing

    0
  2. 2Kyle Kirkwood

    Kyle Kirkwood

    Andretti Global

    0
  3. 3Christian Lundgaard

    Christian Lundgaard

    Arrow McLaren

    0
  4. 4David Malukas

    David Malukas

    Team Penske

    0
  5. 5Pato O'Ward

    Pato O'Ward

    Arrow McLaren

    0

Teams

Team Standings

All →

P1

Team Penske

0

P2

Chip Ganassi Racing

0

P3

Arrow McLaren

0

Next Round

R12

Nashville Superspeedway

Podium Accuracy

0%

11 rounds graded

Biggest Mover

Pato O'Ward

Pato O'Ward

+0 pts last round

Title Favourite

0%

Álex Palou

Championship Leader

Álex Palou

Álex Palou

Chip Ganassi Racing · Team Penske leads teams

0

Projected Final Points · Álex Palou

0

projected (586644 range) · 404 pts now · 7 of 18 rounds left

Constellation

The teams behind the grid

13 teams contest the 2026 IndyCar season — every car on the grid, in orbit. Chevrolet and Honda split the paddock, so the engine title is a genuine two-supplier fight.

2026The Grid
TP
CG
AM
AG
RL
MS
ECR
JH
AF
DC
D&
AM
HM

Under the hood

Built to be checked

No black box, no cherry-picked highlights. The system is automated, time-stamped and open — so you can verify every claim yourself.

Re-trained every round

An automated pipeline folds in the latest race result before the next round — recent form and grid position, no manual intervention.

Time-stamped forecasts

Every forecast carries the moment it was generated, so freshness is never ambiguous. Last refreshed Aug 30, 2026.

Open methodology, open source

The full pipeline and the exact accuracy scoring are public on GitHub — every number on this site is reproducible.

One MotorsportVerse core

Built on the same motorsport-core that powers RaceIQ F1, with 11 IndyCar rounds graded so far this season.

Questions

Good to know

Is this betting or gambling advice?

No. RaceIQ Indy is a personal project published for education and entertainment. The forecasts are model outputs and should not be used for betting or any form of gambling. The project is not affiliated with INDYCAR or any team.

How accurate is it, really?

Every predicted finishing order is graded against the official classification once each race is over. The live numbers are published in full on the accuracy report, including the races where the model got it wrong — and the current health warnings sit right beside the wins.

What makes IndyCar hard to forecast?

The same driver rarely excels everywhere: ovals, road courses and street circuits reward different skills, and the calendar splits between them almost evenly. On the ovals anyone can be collected by a wreck that wasn’t theirs. The forecast reflects that: every driver carries separate oval and road/street form, a modelled retirement risk, and predicted finishing ranges that honestly widen where chaos reigns.

How is the champion decided?

The classic way: most points after the final race wins — no playoffs, no resets. Every remaining round is simulated to project each driver’s title odds and points range. The standings page shows who is favoured, who is mathematically alive, and how far the long shots have to climb.

How fresh are the forecasts?

Forecasts are regenerated every race round and time-stamped, so you always know how recent a prediction is. “Next up” is the upcoming IndyCar race; results land as soon as they are official.

Is it open source?

Yes. The full data pipeline, the model, and the exact accuracy scoring are public on GitHub, so every figure on this site is reproducible. RaceIQ Indy runs on the same MotorsportVerse core that powers RaceIQ F1.

What data feeds the model?

Race classifications, starting grids and championship standings — a hand-verified archive of fifteen seasons, updated after every round of the NTT IndyCar Series season.

Lights out

Ready before the grid forms

Open the next IndyCar race forecast, then judge it against the result. That is the whole deal.