Expected points
Monte-Carlo over 10,000 simulations per asset: form, circuit, weather, retirement risk.
GridIQ projects expected points for every driver and constructor, forecasts which prices are about to move, and solves the best lineup for your budget. You apply it in the official F1 Fantasy app — we make sure you know what to do, and that you know before the deadline.
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No account linking required. Sign up only if you want to save a lineup.
Each answers a different question. None of them pretends to know the future exactly — you get a range, not a single confident number.
Monte-Carlo over 10,000 simulations per asset: form, circuit, weather, retirement risk.
Thresholds follow the game's own pricing model, so you can see whether there is still time to buy before a rise.
An exact solver for your budget and transfer limit, both boosts included — not a greedy pick.
33drivers and constructors searched
A perfect recommendation is worthless if it reaches you after lineups lock, or if you cannot read it on the phone you actually have with you on Saturday.
A reminder before lineups lock, with the current recommendation already in it. Missing the deadline is the one mistake no model can undo.
Race weekends happen on mobile, often on a bad connection in a queue. The decision screens are designed for that width, not shrunk into it.
Every recommendation breaks down into per-asset expected points, so you can disagree with one pick instead of trusting the whole thing blindly.
A tool that looks more confident than it is has no value at a deadline. So the headline figure here is not how often we look right, but how far off we are: if two drivers land within 11 points of each other in the projection, treat them as equal.
≈11points — average error per driver per race
43%of races where our driver top-3 matched the actual top-3
Season 2026, rounds 5–11 — the last 7 races. The first 4 rounds are not in there: a model that predicts a race needs races before it, and at round two there is nothing to learn from. Measured out-of-sample: for each race the model was refitted on earlier races only, so it never saw the round it predicted. The sample is small, and we make no claim to be more accurate than any specific alternative: at this size that difference is indistinguishable from chance.
Points, prices, overtakes, fastest laps and retirements for every driver and constructor across the season — free and public.
The 2026 calendar has 24 races spread unevenly — three in one month, none in January. Billing runs on race weekends, so the empty months cost you nothing. Stats, asset profiles and the basic optimizer stay free either way.
No. The official API is read-only, and emulating writes would break the game's terms. GridIQ computes the recommendation; you apply it yourself in the F1 Fantasy app.
Not to build a lineup. Linking is only needed for personal transfer advice and live race scoring, and it is read-only.
Season stats, asset profiles and the basic optimizer are free. Paid plans are billed per race weekend rather than per calendar month, so months without a Grand Prix cost nothing.
No. GridIQ is an independent analytics tool and is not affiliated with Formula 1, F1 Fantasy or the FIA.
No sign-up needed.