iRacing Data Driver Stats Scraper

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Extract iRacing driver profiles, iRating and Safety Rating history, race results, and season standings — no iRacing account required.

Data is sourced from the iracingdata.com public API (iracing6-backend.herokuapp.com), an open community aggregator that mirrors iRacing session and leaderboard data. The actor supports four scrape modes to cover the most common use cases.

What you get

Each record includes a record_type field indicating which mode produced it:

Key fields

• cust_id — iRacing customer ID (stable primary key)
• display_name — driver display name
• irating / irating_after / irating_delta — iRating before and after a race
• license_class — Rookie / D / C / B / A / Pro (derived from license_level)
• safety_rating / safety_rating_after — SR as a 0-4.99 float
• cpi — corners-per-incident score
• finish_position, laps_complete, incidents, champ_points — race result metrics
• track_name, car_name, season_name — session context
• event_strength_of_field — average iRating of all participants in the session

Input

Mode: recent (default)

Returns the most recently completed race sessions across all series.

{
"mode":"recent",
"maxItems":15
}

maxItems caps the number of session summaries returned (max 200).

Mode: leaderboard

Returns the top-N drivers by iRating for a category.

{
"mode":"leaderboard",
"leaderboardCategory":"oval",
"maxItems":15
}

Valid categories: oval, road, dirt_oval, dirt_road, sports_car, formula_car, combined.

Each run returns up to 100 entries (the full top-100 for that category).

Mode: by_session

Fetches all per-driver results for a specific iRacing subsession ID. Returns one record per driver per session type (Practice, Qualifying, Race).

{
"mode":"by_session",
"subsessionId":85685577,
"maxItems":50
}

Find subsession IDs from the recent mode output or from iRacing session URLs.

Mode: by_driver

Look up career stats for specific drivers by their iRacing customer ID.

{
"mode":"by_driver",
"custIds":["33988","374558"],
"maxItems":10
}

Note: The iracingdata.com backend indexes drivers on-demand. If a driver isn't in their database yet, they are queued and no record is returned for that run. Run again later.

Output format

Output is a flat dataset (one JSON object per record). Arrays are not used — all data is scalar.

Example leaderboard_entry record:

{
"record_type":"leaderboard_entry",
"rank":1,
"cust_id":33988,
"display_name":"Justin Brooks",
"irating":11205,
"leaderboard_category":"oval",
"scraped_at":"2026-05-12T11:27:31.000Z"
}

Example race_result record:

{
"record_type":"race_result",
"cust_id":818442,
"display_name":"Joosep Laiksoo",
"irating":3084,
"irating_after":3131,
"irating_delta":47,
"license_class":"B",
"safety_rating":4.57,
"finish_position":0,
"laps_complete":6,
"incidents":0,
"track_name":"Sonoma Raceway",
"car_name":"FIA Cross Car",
"season_name":"FIA Cross Car Championship - 2026 Season 2",
"start_time_utc":"2026-05-12T10:45:00Z"
}

Use cases

• League management — pull weekly standings and results for championship tracking
• Sim coaching — track driver iRating and SR progression over sessions
• Content creation — weekly stats packages for YouTube / Twitch streams
• DFS / esports modelling — historical iRating trajectories and race result data
• Discord bots / leaderboards — live top-N iRating feeds by category

Pricing

Pay-per-event: $0.10 per run start + $0.001 per record scraped. A leaderboard pull of 100 drivers costs ~$0.20. A full race session with 30 drivers across Practice/Qualifying/Race costs ~$0.19.

Data source

Data comes from the iracingdata.com community aggregator (iracing6-backend.herokuapp.com), not directly from iRacing's servers. No iRacing account or credentials are required. The backend updates leaderboards approximately every 2 hours and ingests race results continuously.