One generation built the fastest Formula 1 cars in history. The next one made them race. Four seasons of telemetry, one question: which actually has the edge?
For four years the story never changed: develop, develop, develop. Engineers shaved tenths off the ground-effect cars season after season until, by 2025, pole laps at circuits the sport has used for decades were tumbling to all-time records. Then 2026 arrived and deleted it. The new cars rolled out of the garage roughly three seconds a lap slower — right back where this whole generation started.
So why would anyone do that? Because lap time was never the point. The 2022 rules brought back ground effect — floor tunnels that glue the car to the road — and the cars got faster and faster. The 2026 rules take a chunk of that ground effect away, add active aerodynamics (wings that move) and an all-new hybrid power unit, and bet the lost speed buys something better: cars that can follow each other and actually race. The only way to settle it is the timing screens — so we did. Four seasons of telemetry, the wet and track-changed rounds thrown out, the overtaking counted the way the official databases count it. Three questions: how much did the reset cost, is the new generation recovering any faster than the last one did, and did the racing actually get better?
Short version: slower, closer. The long version is where it gets interesting.
Using qualifying pole times at four circuits that have run dry, on the same layout, in both eras (Albert Park, Suzuka, Miami, Monaco), the ground-effect era is a clean staircase: the cars got quicker every single year, about 0.74 seconds per lap per season on average. By 2025 they were roughly 2.3 seconds a lap faster than the 2022 versions of the same cars — pure development.
Then 2026 falls off a cliff. The active-aero cars qualify right back at 2022 pace (at Albert Park and Monaco, a hair slower). The dashed line below is where the cars would have been if development had simply continued. The gap between that line and the actual 2026 point — about three seconds — is the price of the reset.
You can't measure 2026's year-on-year development rate yet — that needs 2027. But you can ask whether, within its first season, the active-aero car is running ahead of or behind where the ground-effect car was in its first season. Normalising every race's pole to that circuit's 2024 benchmark and stripping out the wet and track-changed rounds, the answer is almost eerily clean: 2022's dry rounds averaged +1.54% off the benchmark; 2026's first seven average +1.57%. The two generations are sitting on top of each other.
There's a second takeaway hiding in that flat cloud of points: neither season shows much within-season development. The big gains happen between seasons — over the winter — not race to race. The staircase in chart 01 is where the real engineering lives.
Here's where the reset earns its keep. The whole point of active aero — and of taking some ground effect away — is to let cars follow each other through cleaner air so they can actually race. We counted on-track passes the way the established databases do — excluding the first-lap scramble, pit-stop shuffles, lapped cars and mechanical drop-outs — and the comparable circuits all move the same way: Albert Park 32 → 37 passes, Miami 35 → 39. Monaco stays Monaco (you still can't overtake there, regulation era be damned).
But raw counts can be noisy, so we ran a second, tougher metric that controls for how spread-out the grid is: when a car gets within one second of the car ahead, how often does it actually complete the pass? That pass-conversion rate roughly doubled — Albert Park 11% → 24%, Miami 18% → 24%. In 2026 the cars spend less time stuck in each other's wake and still pass more often, which is the exact fingerprint the rules were chasing.
So which generation has the edge? It's a split decision. On raw speed, ground effect keeps the crown and it isn't close — four years on, nothing has caught the 2025 records, and the active-aero cars start their own climb about three seconds back. But on the thing the sport actually sells — wheel-to-wheel racing — the 2026 generation already wins, turning a close-following car into a pass roughly twice as often. Ground effect was the faster generation. Active aero looks like the better show. And if the staircase repeats, these new cars will spend the next four years chasing down records of their own.
Pirelli / Motorsport.com — 2022 overtaking +30%
Keberz Engineering — 2022 overtaking analysis & methodology
Clip the Apex — Formula One overtaking database
GPFans — Miami 2022 overtakes
Timing & telemetry — FastF1 v3.8 and the Ergast/Jolpica result record.