Indianapolis 500 2025
Race Day Sunday, May 25, 2025. The Indianapolis 500 drew an estimated 275,000 spectators to the Indianapolis Motor Speedway, yet Nexar fleet data captured a striking paradox: a city-wide traffic suppression, not a surge. This is what 275,000 people in one place looks like on the road network around them.
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The Indy 500 doesn't create traffic, it moves it.
The Indianapolis 500, the world's largest single-day sporting event with ~275,000 attendees, created a dual-layer traffic effect on race day (May 25, 2025). The race suppressed normal traffic across Indiana and Indianapolis while creating an extreme surge at the venue itself.
Indiana statewide rides dropped −16.7% on race day and Indianapolis fell −17.3% (Z = −10.98). Meanwhile, Speedway, IN, the 2.5-square-mile municipality hosting IMS, saw a +108.7% surge. The event reshapes the network entirely.
1. Road closures around IMS drove active rides in Indianapolis to −48% during the 1-4 PM ET race window. 2. Speedway's +108.7% surge is consistent with FHWA's special-events guidance (+100% to +400% within 5 mi of venue). 3. Commercial trucks fell −22.8%, the largest vehicle-type decline. 4. Post-race recovery is rapid: Indianapolis is back to baseline by 6 PM ET (actually +5%). 5. Net IMS effect, after subtracting the Memorial Day holiday baseline, is approximately −11.8 percentage points.
275,000 people in one 2.5-square-mile city.
The Indianapolis 500, "The Greatest Spectacle in Racing," has been held at the Indianapolis Motor Speedway in Speedway, Indiana every May since 1911. The 2025 edition ran on Sunday, May 25, also Memorial Day weekend, with an estimated 250,000-300,000 spectators, making it the largest attended single-day sporting event in the world. The road network around it does not behave normally.
| Event Scale | Detail |
|---|---|
| Venue | Indianapolis Motor Speedway |
| Location | Speedway, IN · in Indy metro |
| Race start | 12:45 PM ET |
| Race duration | ~3 hours · ended ~3:45 PM |
| Spectators | ~275,000 |
| Dedicated parking | ~30,000 spaces |
| Full venue window | May 14 - 25, 2025 |
| Holiday overlay | Memorial Day weekend |
Known race-day road impacts: major closures around IMS (16th Street), restricted Georgetown Road, high congestion on I-465 approaches all day, and ~30,000 dedicated IMS parking spaces used.
Unlike concerts or ballgames where attendees take rideshare to the venue, Indy 500 attendees overwhelmingly drive personal vehicles and use venue parking. This makes the event the rare case where a 275K-person gathering creates a negative traffic signal in the host city. It is the cleanest available test of the "venue absorbs traffic" hypothesis for major motorsport events.
Methodology
Data source. Primary table: nexar-data-warehouse.Intermediate.IT_TRX_RIDE_LOCATIONS_CLASSIFIER, partitioned by ride_start_date. Vehicle classification leverages the vehicle_classification_predictions model (run_month: April 2026). All queries filtered to country = 'United States of America'.
Baseline construction. Three comparison Sundays were selected: May 4, May 11, and May 18, 2025. These satisfy: same day-of-week (Sunday), same month (May), same year (2025), and no known major events. The average of these three days forms the baseline for all comparisons. Geographic granularity runs National, Indiana state, Indianapolis, and Speedway / IMS. Metrics: total ride count, total miles, total hours, hours/ride & miles/ride, active rides per hour, and % change and Z-score vs baseline.
Geographic fields reflect the trip's starting point. A race attendee who drove from Chicago and started their trip in Indiana would be counted; one who started in Chicago and drove to IMS would not. This means cross-state arrivals are underrepresented in Indiana counts. See Section 14 for full implications.
National traffic overview.
At the national level, Memorial Day Sunday 2025 showed a modest but consistent reduction in Nexar fleet activity compared to prior Sundays in May. The national signal anchors the Indy-specific findings on the pages that follow.
| Date | Day | Total Rides | Total Hours | Total Miles | Hrs/Ride | Mi/Ride | vs Baseline |
|---|---|---|---|---|---|---|---|
| May 4 | Sunday | 205,124 | 143,012 | 2,930,256 | 0.697 | 14.29 | Baseline |
| May 11 | Sunday | 215,902 | 147,553 | 3,043,503 | 0.683 | 14.10 | Baseline |
| May 18 | Sunday | 210,713 | 148,123 | 3,088,888 | 0.703 | 14.66 | Baseline |
| May 25 ★ | Race Day | 200,338 | 134,839 | 2,828,743 | 0.673 | 14.12 | −4.9% |
| Baseline Avg | - | 210,580 | 146,229 | 3,020,882 | 0.694 | 14.35 | - |
National Anchor
The US-wide −4.9% ride reduction on May 25 reflects the Memorial Day holiday effect. Indiana's −16.7% drop is 3.4 times the national Memorial Day average, the additional signal layered on top of an already-quiet holiday Sunday, quantified later as approximately −11.8 percentage points.
Indiana shows the strongest suppression.
Indiana shows the strongest suppression signal in the study. Race day rides fell to 1,963, well below the baseline average of 2,356 (−16.7%). The result is statistically highly significant (Z = −2.68, p < 0.01).
| Date | Total Rides | Total Hours | Total Miles | Hrs/Ride | Mi/Ride | vs Baseline |
|---|---|---|---|---|---|---|
| May 4 | 2,237 | 1,716 | 52,116 | 0.767 | 23.30 | - |
| May 11 | 2,520 | 1,931 | 52,999 | 0.766 | 21.03 | - |
| May 18 | 2,312 | 1,731 | 49,082 | 0.749 | 21.23 | - |
| May 25 ★ | 1,963 | 1,363 | 37,343 | 0.694 | 19.02 | −16.7% |
| Baseline Avg | 2,356 | 1,792 | 51,399 | 0.761 | 21.85 | - |
National rides fell −4.9%. Indiana fell −16.7%. The IMS-specific suppression effect is therefore approximately −11.8 percentage points beyond what would be expected from the holiday alone. This is the cleanest single-number estimate of the race's marginal impact on the road network.
The clearest race-day suppression.
Indianapolis proper, the city surrounding the IMS venue, shows the clearest race-day suppression. The drop from a baseline of 372 average rides to just 308 on race day (−17.3%) is statistically extraordinary: Z = −10.98, corresponding to p < 0.0001.
| Date | Total Rides | Total Hours | Total Miles | Hrs/Ride | Mi/Ride | vs Baseline |
|---|---|---|---|---|---|---|
| May 4 | 379 | 281 | 8,978 | 0.742 | 23.69 | - |
| May 11 | 370 | 298 | 7,961 | 0.805 | 21.52 | - |
| May 18 | 368 | 275 | 9,134 | 0.747 | 24.82 | - |
| May 25 ★ | 308 | 218 | 6,649 | 0.707 | 21.59 | −17.3% |
| Baseline Avg | 372 | 285 | 8,691 | 0.765 | 23.34 | - |
The venue is in Speedway, IN, a separate municipality adjacent to Indianapolis, so traffic "at the race" attributes to Speedway, not Indianapolis. Major road closures around IMS prevent normal travel in northwest Indianapolis; many residents leave the city for the holiday weekend; and spectators arrive days in advance and camp or park at IMS, taking few local rides on race day. The Z-score of −10.98 is exceptional: with a baseline standard deviation of just ±5.86 rides, the race-day reading sits roughly eleven standard deviations below the mean. That is not noise; it is a deterministic structural reorganisation of the local fleet on a single calendar day.
While the city suppresses, the venue surges.
Speedway, the 2.5 sq-mile municipality that hosts the Indianapolis Motor Speedway, tells a completely different story. On race day, Nexar recorded 32 rides starting in Speedway, compared to a baseline average of just 15.3 rides per Sunday, a +108.7% surge.
The Venue City Effect
Speedway's ride volume more than doubled on race day. This is consistent with FHWA's special-events guidance, which projects +100% to +400% traffic increases within 5 miles of a major sporting venue's access routes on event day. The IMS sits entirely within Speedway's borders.
| Date | Speedway Rides | Indianapolis Rides | Indiana Total |
|---|---|---|---|
| May 4 | 14 | 379 | 2,237 |
| May 11 | 19 | 370 | 2,520 |
| May 18 | 13 | 368 | 2,312 |
| May 25 ★ | 32 (+108.7%) | 308 (−17.3%) | 1,963 (−16.7%) |
Speedway has a small Nexar fleet presence (baseline avg ~15 rides/day). The +108.7% finding is directionally consistent with expectations but should be interpreted as an indicator rather than a high-precision estimate. The pattern is robust, all three baseline days show 13-19 rides, vs 32 on race day. Sample-size limitations are addressed in Section 14.
A clear geographic pattern.
Top Indiana cities reveal a clear geographic pattern: cities close to IMS or connected by major race-day travel corridors see divergent outcomes. Most decreased; a few in the northwest (Chicago corridor) or venue-adjacent areas increased.
| City | Baseline Avg | Race Day | % Change | Severity |
|---|---|---|---|---|
| Speedway · IMS Venue ★ | 15.3 | 32 | +108.7% | Critical ↑ |
| Schererville | 16.3 | 34 | +108.2% | High ↑ |
| Jeffersonville | 15.7 | 25 | +59.6% | Elevated ↑ |
| Hobart | 15.3 | 23 | +50.0% | Elevated ↑ |
| Westfield | 21.0 | 24 | +14.3% | Baseline |
| Greenwood | 74.3 | 82 | +10.3% | Baseline |
| Mishawaka | 27.7 | 29 | +4.8% | Baseline |
| Terre Haute | 35.7 | 36 | +0.9% | Baseline |
| Noblesville | 45.3 | 43 | −5.1% | Baseline |
| Carmel | 33.0 | 31 | −6.1% | Baseline |
| Fishers | 34.7 | 30 | −13.5% | Moderate ↓ |
| Hammond | 42.7 | 36 | −15.6% | Moderate ↓ |
| Indianapolis | 372.3 | 308 | −17.3% | High ↓ |
| Portage | 32.0 | 26 | −18.8% | High ↓ |
| Evansville | 67.3 | 52 | −22.8% | High ↓ |
| Elkhart | 29.7 | 22 | −25.8% | High ↓ |
| Fort Wayne | 113.0 | 82 | −27.4% | High ↓ |
| Bloomington | 61.7 | 41 | −33.5% | High ↓ |
| Avon | 44.3 | 27 | −39.1% | High ↓ |
IMS-adjacent and Chicago-corridor cities (Speedway, Schererville, Hobart, Jeffersonville) show above-baseline patterns, likely Memorial Day weekend travel to and from Chicago and race-adjacent activity. Indy suburbs (Fishers, Carmel, Noblesville) show modest −5% to −14% declines. Secondary cities (Bloomington, Fort Wayne, Evansville, Avon) show larger −22% to −39% declines, consistent with residents leaving for Indianapolis or out-of-state destinations.
Trucks took the biggest hit.
Nexar fleet vehicles in Indiana are classified using machine learning predictions (run_month: April 2026). Taxi/Rideshare dominates the Indiana fleet, followed by Trucks and Consumers.
| Vehicle Type | May 4 | May 11 | May 18 | Baseline Avg | Race Day | % Change | Hrs/Ride (Race) |
|---|---|---|---|---|---|---|---|
| Taxi/Rideshare | 2,072 | 2,276 | 2,105 | 2,151 | 1,817 | −15.5% | 0.681 |
| Truck | 260 | 308 | 288 | 285 | 220 | −22.8% | 2.679 |
| Consumer | 134 | 109 | 100 | 114 | 103 | −9.6% | 0.697 |
| Bus | 39 | 31 | 33 | 34 | 38 | +10.9% | 0.533 |
| Unknown / Other | 14 | 19 | 22 | 18 | 21 | +14.9% | 0.614 |
Counterintuitively, ride-hailing traffic decreased by −15.5% in Indiana on race day. This diverges from most sporting events, where rideshare demand surges. Explanation: IMS has its own dedicated parking infrastructure (~30K spaces), most attendees drive personal vehicles, and road closures around the venue actively deter rideshare pickups and dropoffs in the surrounding area.
The race window is a dead zone.
Hourly active-ride counts in Indianapolis reveal a distinct race-day signature. Each ride is counted in every hour it was active (not just the start hour), in local Eastern Time. The deepest suppression hits during the 1-4 PM ET race window.
| Hour ET | Baseline Avg | Race Day | % Change | Context |
|---|---|---|---|---|
| 7 AM · Pre-race | 13 | 17 | +27% | Early arrivals heading to IMS |
| 10 AM · Gates open | 26 | 33 | +27% | Last-minute attendees |
| 1 PM · Race start | 49 | 28 | −43% | Race underway (12:45) |
| 3 PM · Peak closure | 50 | 26 | −48% | Maximum road closure |
| 4 PM · Race ending | 46 | 33 | −28% | Roads reopening |
| 6 PM · Post-race | 43 | 45 | +5% | Recovery complete |
9-10 AM: pre-race surge (+16% to +27%) as last-minute attendees travel to IMS. 12:45 PM: race start, roads near IMS close and city-wide traffic plunges. 1-3 PM: maximum suppression window (−43% to −48%). ~3:45 PM: race ends, traffic rebounds sharply. 6 PM: recovery complete, slight above-baseline activity as the post-race crowd disperses.
Statistically extraordinary.
Z-score analysis across the three geographic tiers. The Indianapolis Z of −10.98 is the analytical centrepiece, orders of magnitude beyond conventional significance thresholds.
| Tier | Race Day | μ Baseline | σ Baseline | Z-Score | P-Value | % Change |
|---|---|---|---|---|---|---|
| Indiana State | 1,963 | 2,356 | ±146.6 | −2.68 | <0.01 | −16.7% |
| Indianapolis City ★ | 308 | 372 | ±5.86 | −10.98 | <0.0001 | −17.3% |
| National US | 200,338 | 210,580 | - | - | - | −4.9% |
Based on the baseline standard deviation of ±146.6, we can be 95% confident the true race-day effect on Indiana rides lies between −9.2% and −24.2% of baseline. The observed −16.7% sits well within this range and is highly consistent with the hypothesised race-day suppression effect. Z-score = (race_day − baseline_mean) / baseline_SD, baseline computed across 3 same-DOW Sundays.
The data relocated the venue.
External benchmarks are drawn from publicly known statistics and FHWA special-events guidance. Four of five Nexar findings are directly validated; the fifth is explainable by the unique structure of the Indy 500.
| Metric | Nexar Finding | External Benchmark | Assessment |
|---|---|---|---|
| Local area ride volume (city) | −17.3% (Indy) | +20% to +80% (typical event) | Explainable |
| Venue vicinity (+5 mi) | +108.7% (Speedway) | +100% to +400% (FHWA) | Validated |
| Commercial truck reduction | −22.8% (Indiana) | −10% to −30% (major US holidays) | Validated |
| National fleet suppression | −4.9% (US) | −5% to −10% (Memorial Day) | Validated |
| Post-race recovery | +5% at 6 PM ET | 1-2 hour recovery window | Consistent |
The apparent divergence on local ride volume (expected increase vs observed decrease) is explained by the unique structure of the Indy 500: IMS is a self-contained, parking-rich venue in a separate municipality from Indianapolis. The Speedway, IN finding (+108.7%) confirms the "venue surge" did in fact occur, just at the correct geographic boundary. The data did not contradict the venue-surge hypothesis, it relocated the venue. For other major motorsport events with similar geometry, this suggests the suppression-and-surge pattern is the correct working model, not the standard "additive surge" assumption.
Insights & recommendations.
Three key insights translated into stakeholder recommendations, useful for fleet operators, rideshare networks, insurance/risk teams, and city planners.
Venue absorption model
Large motorsport events create traffic voids, not surges, in the host city. Unlike concerts or ballgames where attendees take rideshare, Indy 500 attendees drive personal vehicles and use venue parking. The net effect is city-wide traffic suppression during race hours. Fleet operators should expect significantly reduced demand in Indianapolis during 12-4 PM ET on race day.
Race window = dead zone
12:45-3:45 PM is unusable for Indianapolis fleet. Active rides drop up to −48% below baseline during the race. For logistics operators, scheduling Indiana deliveries before 11 AM or after 5 PM on race day maximises efficiency and avoids road-closure disruptions.
Post-race opportunity window
5-7 PM ET, rapid recovery, capture-able demand. By 6 PM ET, Indianapolis ride activity is back to baseline (+5%). Fleet operators and rideshare drivers positioned near IMS exit routes (I-465, Georgetown Road) after ~3:45 PM can capture elevated demand as 275K+ spectators depart.
| Stakeholder | Recommendation |
|---|---|
| Fleet / Logistics | Avoid scheduling Indiana deliveries and commercial routes in northwest Indianapolis / Speedway between 10 AM and 5 PM ET on race day. Reschedule to early morning or post-5 PM windows. |
| Rideshare / Taxi | Demand is suppressed citywide during race hours. Stage in the suburbs (Carmel, Fishers, Noblesville) during the race, converging on IMS exit routes post-race (~4-6 PM). |
| Insurance / Risk | Race day Indiana = lower accident exposure for commercial fleets (fewer active vehicles, shorter trips). Premium risk models should account for this event-day suppression for Indiana-based fleets. |
| City Planners / INDOT | Nexar data confirms race-day road management redirects traffic away from IMS effectively. The 6 PM recovery suggests exit management is working, the surge is absorbed within ~2 hours. |
Limitations & caveats.
Limitations are presented as a first-class section, not a footnote. These define the scope within which any finding should be interpreted.
Geographic attribution
Trips are attributed to the starting city. Cross-state race visitors (from Ohio, Illinois, Michigan) who started their trip outside Indiana are not captured in Indiana counts.
Speedway sample size
Only 15-32 rides per day in Speedway, IN, directionally valid but not sufficient for high-precision estimates. The +108.7% finding should be read as a robust indicator, not a calibrated number.
Memorial Day confound
May 25, 2025 is both race day and Memorial Day Sunday. The study isolates the net ~−11.8 pp IMS effect vs national baseline, but the two effects cannot be fully disentangled from a single data point.
Fleet representation
Nexar captures commercial and consumer dashcam-equipped vehicles, not all vehicles on Indiana roads. Bias may exist toward commercial fleets, especially in less-populated cities.
External sources
Web search API was unavailable during this study; external benchmarks are based on publicly known FHWA guidance and general knowledge, not primary research retrieval. Section 12 is a triangulation, not a literature review.
Race-day-only scope
This study focuses on race day (May 25) only. The full 12-day venue period (May 14-25, practice, qualifying, race) is a recommended follow-up study to capture build-up effects.
Appendix · raw data tables.
Daily series and vehicle classification breakdowns, for reproducibility.
National Daily Totals
| Date | Rides | Hours | Miles | Hrs/Ride | Mi/Ride |
|---|---|---|---|---|---|
| 2025-05-04 | 205,124 | 143,012 | 2,930,256 | 0.6972 | 14.285 |
| 2025-05-11 | 215,902 | 147,553 | 3,043,503 | 0.6834 | 14.097 |
| 2025-05-18 | 210,713 | 148,123 | 3,088,888 | 0.7030 | 14.659 |
| 2025-05-25 ★ | 200,338 | 134,839 | 2,828,743 | 0.6731 | 14.120 |
Indiana State Daily Totals
| Date | Rides | Hours | Miles | Hrs/Ride | Mi/Ride |
|---|---|---|---|---|---|
| 2025-05-04 | 2,237 | 1,716 | 52,116 | 0.7672 | 23.297 |
| 2025-05-11 | 2,520 | 1,931 | 52,999 | 0.7661 | 21.032 |
| 2025-05-18 | 2,312 | 1,731 | 49,082 | 0.7485 | 21.229 |
| 2025-05-25 ★ | 1,963 | 1,363 | 37,343 | 0.6944 | 19.023 |
Indiana Vehicle Type · Race Day Breakdown
| Type | May 4 | May 11 | May 18 | Baseline Avg | May 25 (Race) | % Change |
|---|---|---|---|---|---|---|
| Taxi/Rideshare | 2,072 | 2,276 | 2,105 | 2,151 | 1,817 | −15.5% |
| Truck | 260 | 308 | 288 | 285 | 220 | −22.8% |
| Consumer | 134 | 109 | 100 | 114 | 103 | −9.6% |
| Bus | 39 | 31 | 33 | 34 | 38 | +10.9% |
Data sources · Primary table nexar-data-warehouse.Intermediate.IT_TRX_RIDE_LOCATIONS_CLASSIFIER · Partition filter ride_start_date IN ('2025-05-04', '2025-05-11', '2025-05-18', '2025-05-25') · Vehicle classification nexar-data-warehouse.MLP.vehicle_classification_predictions (run_month = 2026-04-01) · Geographic filter country = 'United States of America', state = 'Indiana' · Timezone UTC to America/Indiana/Indianapolis (ET) · Distance meters ÷ 1609.34 to miles · Duration seconds ÷ 3600 to hours.