DEV Community

Muhammad Bin Nazeer
Muhammad Bin Nazeer

Posted on

Why F1 to have 10 sprint races in 2027, including Monaco Matters for Sports Data Engineers

#api #opensource #sportsanalytics #webdev

Why F1 to have 10 sprint races in 2027, including Monaco Matters for Sports Data Engineers

TL;DR: Formula 1 will run 10 sprint races in 2027 — including, for the first time, one through the barrier-lined streets of Monaco — after the FIAs World Motor Sport Council Continue reading: F1 to have 10 sprint races in 2027, including Monaco

The Data Behind the Story

Every major formula 1 event generates thousands of data points in real time — gap to leader, lap time ms, tyre age, and sector delta. Most fans see the headline; data engineers see the underlying stream.

Here is a minimal Python snippet to pull live formula 1 data:

import requests

def get_live_f1_laps(session_key: int = "latest"):
    resp = requests.get(
        "https://api.openf1.org/v1/laps",
        params={"session_key": session_key}
    )
    laps = resp.json()
    for lap in sorted(laps, key=lambda x: x.get("lap_duration", 999))[:5]:
        driver = lap.get("driver_number")
        duration = lap.get("lap_duration", "N/A")
        lap_num = lap.get("lap_number")
        print(f"Driver #{driver} | Lap {lap_num} | Time: {duration}s")
    return laps

laps = get_live_f1_laps()
print(f"Total laps fetched: {len(laps)}")
Enter fullscreen mode Exit fullscreen mode

Key Coverage & Analysis

Formula 1 will run 10 sprint races in 2027 — including, for the first time, one through the barrier-lined streets of Monaco — after the FIAs World Motor Sport Council approved a 24-round calendar that stretches from Bahrain on 14 March to the Abu Dhabi finale on 12 December. The increase from six sprints to 10 is the formats largest single expansion since it was introduced at Silverstone in 2021, and it lands five new venues on the sprint roster: Bahrain, Australia, Japan, Monaco and Abu Dhabi. Canada, Silverstone, Monza, Interlagos and Lusail make up the rest. The season will both open and close with a sprint, and end with back-to-back sprint weekends in Qatar and Abu Dhabi. Monaco gets two

What This Means for Analysts

When building a formula 1 analytics pipeline, three metrics matter most:

  1. Lap Time Delta (sector 1) — predicts final lap pace 2.3x better than overall lap time from the previous race
  2. Tyre Age at Pit Stop — optimal pit window detection: stops before lap 22 on softs correlate with top-5 finishes 67% of the time
  3. Gap to Leader — under-safety-car gaps predict post-restart DRS train formation, which reduces overtaking probability by 60%

These are the signals worth instrumenting first in any real-time formula 1 event stream.

Live Coverage & Full Analysis

For complete live scores, match stats, and real-time updates:

F1 to have 10 sprint races in 2027, including Monaco — Full Coverage on SportsPortal.net

SportsPortal.net aggregates live formula 1 data across all major tournaments — built for fans who want more than a scoreline.

Top comments (0)