• View: Race, accumulated time

    Population: Top 6 drivers

    X-Axis: Lap number in race order

    Y-Axis: Time delta to reference

    Reference: Winner average pace

  • This is the race as it unfolded in time — gap to leader, lap by lap.

    At first glance, it looks… uneventful.
    And that is precisely the point.

    The opening phase shows the expected spread. The front pack stretches as drivers settle after the chaotic first lap — Ferrari’s launch, McLaren’s pathfinding, George’s charge to the lead. Gaps build naturally as the race finds its rhythm.

    Then, everything changes.

    The Safety Car compresses the field completely. The gaps collapse to near zero, erasing the structure that had been built over the first stint. At that moment, the race is effectively reset — not just in time, but in topology.

    Track position becomes the new currency.

    From the restart onward, the chart turns almost perfectly monotonic.
    The top six cars move together, tightly grouped, drifting away from the rest of the field as a single unit.

    No spikes. No divergence. No visible battles at the front.

    It looks boring.

    It isn’t.

    This is a controlled race.

    Kimi’s dominance should not be missed here. He sits at the front of a tightly packed group, managing the pace rather than extending it. The absence of variation is not a lack of performance — it is the signature of control.

    Performance ceiling ≠ performance used.

    The monotonic nature of the second half of the race reflects a low-entropy regime:

    • Clean air at the front

    • Stable tire and pace management

    In this phase, the race is no longer being contested — it is being regulated.

    To see the actual battles, the hesitations in traffic, and the subtle reshuffling within the pack, this view is not enough.

    For that, we need to zoom in.

    The Track Position chart reveals the underlying topology — who was free to race, and who was trapped.

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  • View: Race, lap time distributions

    Population: Top 6 drivers

    X-Axis: Percentiles and Quartiles

    Y-Axis: Lap time in seconds

    Filter: 5%,10% excluded for scaling

  • The Race Distribution reveals the full pace envelope across the event

    At the front, one thing is immediately clear. Kimi stands apart.

    Across the entire distribution — from the slower laps in traffic to the fastest laps in clean air —Kimi consistently defines the lower boundary of the field. Not by a large margin at any single point, but by a persistent, structural advantage across all percentiles.

    This is not a spike. It is not a moment. It is supremacy!

    George’s curve tells a different story. In the upper quartiles — where the fastest laps live — he shows clear pace. At times, very close to Antonelli. But the middle of the distribution carries the signature of his race: entanglement.

    Traffic, positioning, compromised laps. The pace was there. The access was not.

    And crucially, even at his best, he never quite reaches Kimi’s envelope.

    Oscar sits just behind, delivering a solid and composed drive. His distribution is clean, stable. But it never quite reaches the Mercedes layer. The gap is not dramatic, but it is consistent — visible across most of the spectrum. A strong race, executed well, just not at the same performance ceiling.

    Charles sits at the center of it all.

    His curve tracks the median of the leading pack, almost defining the reference line around which the others oscillate. It raises a natural question — is this the level that defines the elite group? Perhaps.

    Lando, fades into the background of the distribution. Present, but not decisive. No clear distortion, no standout segments. A race that neither collapses nor asserts itself. Meh.

    Lewis’s curve is perhaps the most disappointing.

    He benefited from the Safety Car — gained track position at the critical moment — and yet the distribution never reflects a driver able to capitalize on it. No sustained presence at the front of the envelope, no indication of control.

    The opportunity was there. It was not converted.

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  • View: Race, sorted timeline

    Population: Top 6 drivers

    X-Axis: Percentiles and Quartiles

    Y-Axis: Lap time in seconds

    Reference: Winner average lap

  • The Race Sorted chart integrates all laps by percentile, removing the timeline and exposing each driver’s performance envelope across the full race.

    The leading group remains tightly packed. Kimi, George, Oscar, Charles,Lando and Lewis all operate within a narrow band, anyway a decisive separation emerges across the distribution. This is the inherent limitation of the RACE domain.

    By combining raw lap times with traffic, strategy, and Safety Car effects, the chart preserves the structure of the race rather than isolating its underlying drivers.

    What we see here is not pure pace — but pace as experienced.

    Kimi still defines the lower boundary of the field, confirming his position at the front. But the margin is small, and the separation never becomes decisive.

    George’s profile shows mild distortion in the slower percentiles, consistent with his time spent in traffic after the Safety Car. Once clear, his curve converges toward the leader, but never quite reaches it.

    Oscar, Charles, and the rest of the leading group follow closely, with no clear break in performance.

    The conclusion is straightforward.

    The Race Sorted view confirms the race — but does not explain it.

    The field appears close because, in this domain, it is.

    But the factors that decided the outcome — track position, timing of the Safety Car, and the transition to a controlled race — are embedded within the data and not separated out.

    To understand the true performance differences, we need to move beyond the race domain.

    The PACE view removes these constraints and reveals the underlying hierarchy.

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