Benchmark by car and track
Leaderboards are most useful when they match the combination you are driving. Hotlap.ai makes car and track context central so drivers can compare against relevant laps instead of generic pace targets.
Community leaderboards
Community leaderboards that turn fast laps into reference data
Hotlap.ai uses community data to make telemetry comparison more useful. Track records, car and track leaderboards, driver profiles, sessions, records, activity analytics, achievements, and reference laps help drivers understand what faster pace looks like in the same context.
Free to startDesktop and web workflows
Built for iRacingNative .ibt telemetry context
Driver-firstReview what changes the lap
Use reference laps for comparison
A leaderboard time becomes more valuable when it can be opened as a reference lap. Hotlap.ai connects community pace to the analysis workspace so drivers can compare inputs, maps, deltas, and sectors side by side.
Profiles and achievements
Public driver profiles show laps, sessions, records, activity analytics, favorite cars and tracks, and achievements. That gives context around whether pace is a one-off lap, a repeated strength, or part of a broader improvement trend.
How community pace becomes a benchmark
A focused path from session data to the next change you can test on track.
- Step 1
Filter the benchmark
Start from the car and track combination that matches your current practice target, then use records and leaderboards to find relevant pace.
- Step 2
Open a reference
Turn a leaderboard time into something actionable by opening the lap as a comparison reference instead of treating it as only a ranking.
- Step 3
Check driver context
Driver and car pages show whether pace is repeated across sessions, tracks, and records, which helps separate one standout lap from a reliable benchmark.
- Step 4
Track long-term progress
Achievements and activity history give drivers another way to measure improvement beyond a single fastest lap.
Best used when you need a realistic target
This page is about community context. It should answer which lap is worth comparing against and whether the benchmark is relevant for the car, track, and driver profile.
The most useful path is from leaderboard to reference lap to comparison. That turns community data into a practice tool instead of a scoreboard.
More from this workflow
Questions drivers ask
Why do leaderboards matter for telemetry review?
Leaderboards provide realistic reference pace for a car and track combination. When a fast lap can be compared against your own telemetry, the leaderboard becomes a practical improvement tool instead of only a ranking.
Can I compare directly from community data?
Yes. Hotlap.ai is designed so community references can feed into lap comparison, letting drivers inspect differences in braking, throttle, steering, speed, gear, sector time, and map position.
Find your perfect lap.
Use Hotlap.ai to compare the lap, understand the inputs, and leave review with one clear thing to try next.