2023 Dutch Grand Prix

Grand Prix Race
August 27, 2023

Changelog

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Version 1.0.1 Minor Update

October 04, 2025

Frontend

  • [Added] Country flags for drivers & constructors.
  • [Added] About button in menu.
  • [Added] Changelog button in menu.
  • [Added] Displaying total calculations on homepage footer, and per-race calculations count on race results pages.
  • [Improved] Event search menu design.
  • [Improved] Hamburger menu design.
  • [Fixed] Removed empty sprint qualifying & sprint shootout from search results.

Algorithm

  • [Added] Historical weighting to team performance for stability.
  • [Added] Raw vs. modified ELO logging for auditing.
  • [Fixed] Enforced zero-cap on DNF ELO changes to prevent positive gains.

Version 1.0.0 Initial Release

October 02, 2025

  • Initial release with driver rankings and race results.
📈
DRIVER OF THE DAY
Pierre GASLY
Pierre GASLY
Position: 3
+24.7
📉
BIGGEST DROP
George RUSSELL
George RUSSELL
Position: 17
-14.3
Pos Driver Team Rating Change New Rating Modifiers
1
Max VERSTAPPEN đŸ‡ŗđŸ‡ą Max VERSTAPPEN
đŸ‡Ļ🇹 Red Bull Racing +11.5 1787
Perf Weight +17%Reliability +3%Team Exp +40%Podium Bonus
2
Fernando ALONSO đŸ‡Ē🇸 Fernando ALONSO
đŸ‡Ŧ🇧 Aston Martin +18.1 1712
Perf Weight +17%Reliability +3%Team Exp +40%Podium Bonus
3
Pierre GASLY đŸ‡Ģ🇷 Pierre GASLY
đŸ‡Ģ🇷 Alpine +24.7 1542
Perf Weight +17%Reliability +3%Podium Bonus
4
Sergio PEREZ 🇲đŸ‡Ŋ Sergio PEREZ
đŸ‡Ļ🇹 Red Bull Racing +14.1 1732
Perf Weight +17%Reliability +3%Team Exp +40%Points Finish
5
Carlos SAINZ đŸ‡Ē🇸 Carlos SAINZ
đŸ‡Ŧ🇧 Williams +13.1 1706
Perf Weight +17%Reliability +3%Team Exp +25%Points Finish
6
Lewis HAMILTON đŸ‡Ŧ🇧 Lewis HAMILTON
🇮🇹 Ferrari +7.5 1697
Perf Weight +17%Reliability +3%Points Finish
7
Lando NORRIS đŸ‡Ŧ🇧 Lando NORRIS
đŸ‡Ŧ🇧 McLaren +15.8 1622
Perf Weight +17%Reliability +3%Team Exp +22%Points Finish
8
Alexander ALBON 🇹🇭 Alexander ALBON
đŸ‡Ŧ🇧 Williams +7.3 1534
Perf Weight +17%Reliability +3%Team Exp -25%Points Finish
9
Oscar PIASTRI đŸ‡ĻđŸ‡ē Oscar PIASTRI
đŸ‡Ŧ🇧 McLaren +2.5 1551
Perf Weight +17%Reliability +3%Team Exp -22%Points Finish
10
Esteban OCON đŸ‡Ģ🇷 Esteban OCON
đŸ‡ē🇸 Haas F1 Team +8.0 1605
Perf Weight +17%Reliability +3%Team Exp +40%Points Finish
11
Lance STROLL 🇨đŸ‡Ļ Lance STROLL
đŸ‡Ŧ🇧 Aston Martin -1.9 1555
Perf Weight +17%Reliability +3%Team Exp -40%Finish Bonus
12
Nico HULKENBERG 🇩đŸ‡Ē Nico HULKENBERG
🇨🇭 Kick Sauber -0.5 1491
Perf Weight +17%Reliability +3%Team Exp +25%Finish Bonus
13
đŸ‡¯đŸ‡ĩ Ayumu IWASA
🇮🇹 RB -2.4 1498
Perf Weight +17%Reliability +3%Finish Bonus
14
Valtteri BOTTAS đŸ‡Ģ🇮 Valtteri BOTTAS
🇨🇭 Kick Sauber -3.2 1503
Perf Weight +17%Reliability +3%Team Exp -25%Finish Bonus
15
Yuki TSUNODA đŸ‡¯đŸ‡ĩ Yuki TSUNODA
đŸ‡Ļ🇹 Red Bull Racing -3.4 1448
Perf Weight +17%Reliability +3%Team Exp -40%Finish Bonus
16
Kevin MAGNUSSEN 🇩🇰 Kevin MAGNUSSEN
đŸ‡ē🇸 Haas F1 Team -4.2 1440
Perf Weight +17%Reliability +3%Team Exp -40%Finish Bonus
17
George RUSSELL đŸ‡Ŧ🇧 George RUSSELL
🇩đŸ‡Ē Mercedes -14.3 1623
Perf Weight +17%Reliability +3%Finish Bonus
DNF
ZHOU Guanyu đŸ‡¨đŸ‡ŗ ZHOU Guanyu
🇨🇭 Kick Sauber +0.0 1476
Perf Weight +17%Reliability -16%Team Exp -20%DNF Penalty62 laps
DNF
Charles LECLERC 🇲🇨 Charles LECLERC
🇮🇹 Ferrari -5.8 1637
Perf Weight +17%Reliability -22%Team Exp -20%DNF Penalty41 laps
DNF
Logan SARGEANT đŸ‡ē🇸 Logan SARGEANT
đŸ‡Ŧ🇧 Williams -2.6 1427
Perf Weight +17%Reliability -29%Team Exp -20%DNF Penalty14 laps

Event Search

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About DRS

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Dynamic Rating System (DRS)

DRS is an ELO-inspired system for Formula 1 that measures how much a driver exceeds or falls short of expectations in each race. It goes beyond simple wins or points.

How It Works

  • Expected Performance: Calculated by comparing a driver's Elo against all others in the race.
  • Actual Performance: Based on finishing position, bonus points for scoring, and partial credit if a driver retires after completing many laps.
  • Modifiers: Adjustments for reliability, team strength, race importance, and field competitiveness.
  • K-Factor: Dynamic multiplier (15-45) depending on driver Elo, finishing position, and race competitiveness.

Calculation Steps

  1. Compute each driver's expected score vs all other drivers.
  2. Compute the actual score from race position and bonuses.
  3. Calculate the difference between actual and expected performance.
  4. Apply the dynamic K-factor to scale Elo changes.
  5. Apply modifiers for reliability, team strength, and race importance.
  6. Use smart capping to limit extreme changes:
    • Exceptional performances: up to +40 Elo
    • Catastrophic underperformances: down to -30 Elo
    • Standard bounds: Âą25 Elo

Examples

Exceptional Performance

Backmarker team driver finishes P4 → large positive Elo change.

Catastrophic Underperformance

Top team driver finishes outside points → large negative Elo change.

Mechanical DNF

Driver retires after many laps → small penalty, partial credit applied.

Transparency

  • Every race runs hundreds of calculations for accuracy.
  • We track Math Operations and Data Points per race to show computational work.

The Idea: Elo adapts race-by-race, rewarding drivers who beat expectations and penalizing underperformance. The system self-balances based on current skill and team context.

Version: 1.0

Data Source: openf1.org

This tool is independent and not affiliated with Formula 1, the FIA, or any teams. Formula 1, F1, and related marks are trademarks of Formula One Licensing BV.