Circuit Comparison — 2024 · 2025
Sao Paulo Grand Prix
Autodromo Jose Carlos Pace — side-by-side chaos metrics across seasons at this circuit.
Race Snapshots by Year
Key metrics for each year at this circuit, side by side.
Season
2024
Lap inversions
2381
Volatility score
1.7254
Start → finish
38
DNFs
5
Winner
VER
Biggest mover
VER +16
Season
2025
Lap inversions
2296
Volatility score
1.6169
Start → finish
28
DNFs
3
Winner
NOR
Biggest mover
VER +16
Race Vitals at a Glance
Side-by-side key facts from each year's race at this circuit.
2024
2025
Volatility Score
1.7254
1.6169
Lap Inversions
2,381
2,296
On-Track Overtakes
44
27
SC / VSC Events
9 SC · 2 VSC
4 SC · 3 VSC
DNFs
5
3
Winner
VER
NOR
Winner Started
—
—
Biggest Mover
VER +16
VER +16
Podium Comparison
Who stood on the podium at Sao Paulo Grand Prix across the years?
Grid start positions shown in brackets — green = gained places to podium.
Year-over-Year Changes
How much did volatility shift between seasons?
Green = increased chaos, red = decreased.
2024 → 2025
Inversion delta
-85
lap inversions
Volatility delta
-0.1085
score change
Change
-4%
more chaos
Inversions Per Lap — All Years
2024 vs 2025 — hover for exact values. Higher peaks = more overtaking activity.
Cumulative Inversions — Race Chaos Over Time
Steeper slope = more chaotic phase. The gap between curves shows the effect of regulation changes.
Driver Position Changes by Year
Positions gained (green) or lost (red) from grid start to finish.
DNF drivers shown in grey.
2024 Race
2025 Race
Methodology
Inversions are counted using a Fenwick Tree (BIT) per lap, measuring each lap's position array against the original grid order. Start→finish totals use a MergeSort-based counter. DNF drivers are excluded from inversion counts but shown in movement charts. Data via FastF1.
GitHub
LinkedIn