Modeled comparison report

Real-World EV Range Gap Report 2026: WLTP/EPA vs BEVDB Estimates

A modeled comparison of official WLTP and EPA range figures against BEVDB scenario-based real-world estimates across 1,678 comparable electric vehicles.

This is a modeled comparison report, not a fleet telemetry study, crowdsourced trip log, or direct road-test dataset. BEVDB estimates are designed for consistent cross-model comparison using one public methodology.

Snapshot date: June 1, 2026Range model: BEVDB v13.7.3Sample: 1,678 comparable EVsMethodology: /bevdb-model

Citation-ready summary

BEV Database analyzed 1,678 comparable electric vehicles across Europe and the USA. In the June 1, 2026 snapshot, BEVDB combined range estimates averaged 17.8% below official WLTP/EPA range figures. The gap was wider in Europe, where BEVDB estimates averaged 21.4% below WLTP, compared with 11.4% below EPA in the USA. The report uses BEVDB range model v13.7.3 and is based on official WLTP/EPA anchors, not fleet telemetry or direct road-test measurements.

Key numbers

1,678Comparable EVs in the June 1, 2026 snapshot
-17.8%Average BEVDB estimate vs official WLTP/EPA gap
-21.4%Europe average gap vs WLTP
-11.4%USA average gap vs EPA
99.8 %EU sample below official range
89.0 %USA sample below official range

EU vs USA official-vs-estimated gap

472 km / 293 mi
Europe official
370 km / 230 mi
Europe BEVDB estimated
279 mi / 449 km
USA official
246 mi / 396 km
USA BEVDB estimated

Source: BEV Database | June 1, 2026 | BEVDB v13.7.3.
Europe uses WLTP anchors; USA uses EPA anchors.

The BEVDB modeled gap is much wider in Europe than in the USA:-21.4% vs WLTP compared with -11.4% vs EPA. This suggests that WLTP-based catalog figures require stronger real-world adjustment than EPA-based figures in BEVDB's comparison model.

What this means if you are choosing an EV

  • Do not compare WLTP and EPA as if they are the same test cycle.
  • In Europe, WLTP should be treated as an optimistic comparison anchor, not a direct road-trip promise.
  • In the USA, EPA is closer to BEVDB combined estimates on average, but highway speed, cold weather and payload can still reduce range.
  • The best comparison combines official range, usable battery, charging speed, BEVDB estimated range and real charging needs.

Methodology at a glance

FieldValue
Report typemodeled comparison
Official EU anchorWLTP range / consumption
Official USA anchorEPA range / EPA energy-use fields
Estimate typeBEVDB scenario-based combined estimate
Model versionv13.7.3
City speed50 km/h / 30 mph
Highway speed110 km/h / 70 mph
Mild scenario+20°C / 70°F
Cold scenario-10°C / 14°F
USA city/highway weighting55/45
Europe city/highway weighting54/46
USA mild/cold weighting70/30
Europe mild/cold weighting65/35
Report type
modeled comparison
Official EU anchor
WLTP range / consumption
Official USA anchor
EPA range / EPA energy-use fields
Estimate type
BEVDB scenario-based combined estimate
Model version
v13.7.3
City speed
50 km/h / 30 mph
Highway speed
110 km/h / 70 mph
Mild scenario
+20°C / 70°F
Cold scenario
-10°C / 14°F
USA city/highway weighting
55/45
Europe city/highway weighting
54/46
USA mild/cold weighting
70/30
Europe mild/cold weighting
65/35
Read full methodology

Gap distribution

Above official
68 (4.1 %)
0-5% below official
20 (1.2 %)
5-15% below official
357 (21.3 %)
15-25% below official
979 (58.3 %)
25%+ below official
254 (15.1 %)
4.1 %Above official
1.2 %0-5% below official
21.3 %5-15% below official
58.3 %15-25% below official
15.1 %25%+ below official
29 / 1.7 %Within +/-5% of official
SampleMean gapMedian gapP10P25P75P90Below official
Global-17.8%-19.3%-26.1%-23.1%-14.5%-8.3%95.9 %
Europe-21.4%-21.9%-27.2%-24.7%-18.8%-15.6%99.8 %
USA-11.4%-14.0%-19.3%-17.0%-9.6%+3.4%89.0 %

Global

Mean gap
-17.8%
Median gap
-19.3%
P10 / P90
-26.1% / -8.3%
Below official
95.9 %

Europe

Mean gap
-21.4%
Median gap
-21.9%
P10 / P90
-27.2% / -15.6%
Below official
99.8 %

USA

Mean gap
-11.4%
Median gap
-14.0%
P10 / P90
-19.3% / +3.4%
Below official
89.0 %

Official vs estimated by region

Europe

370 km / 230 mi

Average BEVDB combined estimate across 1,078 comparable EU EVs.

Official avg: 472 km / 293 miGap: -21.4%Below official: 99.8 %

USA

246 mi / 396 km

Average BEVDB combined estimate across 600 comparable USA EVs.

Official avg: 279 mi / 449 kmGap: -11.4%Below official: 89.0 %

Battery-size breakdown

Larger batteries do not only increase range; they also reduce the average official-vs-estimated gap in this snapshot. The 110+ kWh group has the smallest average gap, while smaller battery groups show larger proportional drops.

Battery bucketCarsEU / USAOfficial avgBEVDB avgMean gapMedian gapP25 / P75Below official
Under 50 kWh207176 / 31264 km / 164 mi211 km / 131 mi-19.2%-20.3%-23.8% / -15.3%97.6 %
50-69 kWh350283 / 67405 km / 252 mi326 km / 202 mi-19.5%-20.5%-23.5% / -16.6%99.4 %
70-89 kWh624382 / 242493 km / 306 mi400 km / 249 mi-18.1%-19.0%-23.1% / -14.9%96.6 %
90-109 kWh418218 / 200541 km / 336 mi447 km / 278 mi-16.5%-18.2%-22.3% / -13.6%94.3 %
110+ kWh7919 / 60607 km / 377 mi534 km / 332 mi-11.1%-16.5%-21.2% / -7.5%79.7 %

Under 50 kWh

207 cars | EU 176 / USA 31
BEVDB avg
211 km / 131 mi
Official avg
264 km / 164 mi
Mean gap
-19.2%
Median gap
-20.3%
Below official
97.6 %

50-69 kWh

350 cars | EU 283 / USA 67
BEVDB avg
326 km / 202 mi
Official avg
405 km / 252 mi
Mean gap
-19.5%
Median gap
-20.5%
Below official
99.4 %

70-89 kWh

624 cars | EU 382 / USA 242
BEVDB avg
400 km / 249 mi
Official avg
493 km / 306 mi
Mean gap
-18.1%
Median gap
-19.0%
Below official
96.6 %

90-109 kWh

418 cars | EU 218 / USA 200
BEVDB avg
447 km / 278 mi
Official avg
541 km / 336 mi
Mean gap
-16.5%
Median gap
-18.2%
Below official
94.3 %

110+ kWh

79 cars | EU 19 / USA 60
BEVDB avg
534 km / 332 mi
Official avg
607 km / 377 mi
Mean gap
-11.1%
Median gap
-16.5%
Below official
79.7 %

Segment breakdown

Full-size pickup truck20 cars - USA 20
Estimated: 523 km / 325 miOfficial: 571 km / 355 miMean gap: -9.1%Median: -18.2%P25/P75: -21.9% / +7.4%
Full-size luxury sedan7 cars - USA 7
Estimated: 523 km / 325 miOfficial: 576 km / 358 miMean gap: -9.1%Median: -8.7%P25/P75: -12.3% / -6.8%
Full-size SUV9 cars - USA 9
Estimated: 484 km / 301 miOfficial: 511 km / 317 miMean gap: -5.0%Median: -14.3%P25/P75: -18.4% / +15.2%
Full-size luxury SUV6 cars - USA 6
Estimated: 460 km / 286 miOfficial: 512 km / 318 miMean gap: -9.8%Median: -14.2%P25/P75: -14.7% / -13.1%
Luxury full-size / F-segment198 cars - EU 112 / USA 86
Estimated: 447 km / 278 miOfficial: 540 km / 336 miMean gap: -16.2%Median: -19.6%P25/P75: -25.7% / -9.2%
Pickup truck4 cars - USA 4
Estimated: 441 km / 274 miOfficial: 491 km / 305 miMean gap: -10.2%Median: -18.4%P25/P75: -21.6% / -7.0%
E Executive82 cars - EU 66 / USA 16
Estimated: 439 km / 273 miOfficial: 557 km / 346 miMean gap: -20.4%Median: -23.6%P25/P75: -25.4% / -17.4%
Executive / E-segment8 cars - USA 8
Estimated: 438 km / 272 miOfficial: 472 km / 293 miMean gap: -7.2%Median: -10.8%P25/P75: -12.6% / -8.3%

Brand breakdown

Brand averages are catalog averages, not sales-weighted market averages. They reflect the vehicles present in the BEVDB comparable sample and can be affected by model mix, trim count and regional availability.

Min sample size
Region
Show
Sort by

Ranking mode: catalog average. Model-family normalized average is not enabled for this snapshot yet, so small or trim-heavy brands should be interpreted cautiously.

Lucid25 cars - EU 12 / USA 13
Estimated: 608 km / 378 miOfficial: 728 km / 453 miMean gap: -16.3%Median: -15.7%P25/P75: -19.8% / -14.2%
Fisker6 cars - EU 3 / USA 3
Estimated: 545 km / 339 miOfficial: 638 km / 396 miMean gap: -14.1%Median: -13.2%P25/P75: -21.9% / -6.5%
GMC17 cars - USA 17
Estimated: 532 km / 331 miOfficial: 545 km / 339 miMean gap: -2.2%Median: -7.6%P25/P75: -22.3% / +15.2%
Acura3 cars - USA 3
Estimated: 447 km / 277 miOfficial: 480 km / 298 miMean gap: -6.5%Median: -13.6%P25/P75: -14.4% / -2.1%
Rivian10 cars - USA 10
Estimated: 446 km / 277 miOfficial: 550 km / 342 miMean gap: -19.0%Median: -18.8%P25/P75: -20.8% / -18.2%
Tesla141 cars - EU 58 / USA 83
Estimated: 442 km / 275 miOfficial: 525 km / 326 miMean gap: -14.9%Median: -16.0%P25/P75: -21.5% / -9.6%
DS6 cars - EU 6
Estimated: 437 km / 271 miOfficial: 512 km / 318 miMean gap: -16.4%Median: -16.0%P25/P75: -22.0% / -11.7%
Mercedes-Benz166 cars - EU 109 / USA 57
Estimated: 426 km / 264 miOfficial: 525 km / 326 miMean gap: -18.1%Median: -21.5%P25/P75: -25.7% / -12.7%
Polestar49 cars - EU 28 / USA 21
Estimated: 425 km / 264 miOfficial: 519 km / 322 miMean gap: -17.3%Median: -20.0%P25/P75: -24.2% / -12.2%
Lotus10 cars - EU 10
Estimated: 424 km / 263 miOfficial: 539 km / 335 miMean gap: -21.0%Median: -22.2%P25/P75: -22.5% / -19.9%
Rolls-Royce4 cars - EU 1 / USA 3
Estimated: 422 km / 262 miOfficial: 468 km / 291 miMean gap: -9.4%Median: -7.4%P25/P75: -12.5% / -4.3%
Zeekr14 cars - EU 14
Estimated: 417 km / 259 miOfficial: 514 km / 320 miMean gap: -18.8%Median: -18.5%P25/P75: -19.8% / -17.8%

Standout models with context

Standout models are examples from the current catalog snapshot, not recommendations or road-test winners. Entries flagged by automated range-anchor QA are excluded from these rankings until their official anchors are reviewed.

Longest BEVDB estimated range

ModelRegionOfficialBEVDB estimateDifference vs official
Chevrolet Silverado EV RST First Edition 2024USA393 mi / 632 km453 mi / 729 km+60 mi / +96 km / +15.2%
Chevrolet Silverado EV Max Range 2025USA492 mi / 792 km448 mi / 720 km-44 mi / -72 km / -9.0%
Lucid Air Dream Edition R 2022EU883 km / 549 mi708 km / 440 mi-175 km / -109 mi / -19.8%
Lucid Air Dream Edition R 2022USA520 mi / 837 km439 mi / 706 km-81 mi / -131 km / -15.7%
GMC Sierra EV 4WD Max Range Denali 2025USA390 mi / 628 km438 mi / 705 km+48 mi / +78 km / +12.4%
Lucid Air Grand Touring 2025USA512 mi / 824 km434 mi / 698 km-78 mi / -126 km / -15.2%

Largest drop vs official

ModelRegionOfficialBEVDB estimateDifference vs official
Mercedes-Benz EQS 450+ 2021EU784 km / 487 mi553 km / 343 mi-231 km / -144 mi / -29.5%
Mercedes-Benz EQE SUV 500 4MATIC 2025EU596 km / 370 mi377 km / 234 mi-219 km / -136 mi / -36.8%
Mercedes-Benz EQS 580 4MATIC 2024EU798 km / 496 mi581 km / 361 mi-217 km / -135 mi / -27.2%
Mercedes-Benz EQS 450 4MATIC 2024EU798 km / 496 mi581 km / 361 mi-217 km / -135 mi / -27.2%
Mercedes-Benz EQS 500 4MATIC 2024EU798 km / 496 mi581 km / 361 mi-217 km / -135 mi / -27.2%
Mercedes-Benz EQS 450+ 2023EU780 km / 485 mi566 km / 352 mi-214 km / -133 mi / -27.4%

Closest to official

ModelRegionOfficialBEVDB estimateDifference vs official
Mercedes-Benz EQE 500 4MATIC 2023USA266 mi / 428 km266 mi / 429 km0 mi / 0 km / +0.1%
Mercedes-Benz EQS 500 4MATIC 2022USA340 mi / 547 km337 mi / 543 km-3 mi / -4 km / -0.8%
BMW i7 xDrive60 2025USA311 mi / 501 km308 mi / 496 km-3 mi / -4 km / -0.9%
Tesla Model S P100D 2016USA315 mi / 507 km318 mi / 512 km+3 mi / +5 km / +0.9%
Smart EQ fortwo coupe EQ fortwo coupe 2020USA63 mi / 101 km62 mi / 99 km-1 mi / -2 km / -1.9%
Mercedes-Benz EQS AMG 53 4MATIC+ 2024USA315 mi / 507 km309 mi / 497 km-6 mi / -10 km / -1.9%

BMW i7 xDrive60 2025

USA
Official
311 mi / 501 km
BEVDB estimate
308 mi / 496 km
Difference vs official
-3 mi / -4 km / -0.9%

Tesla Model S P100D 2016

USA
Official
315 mi / 507 km
BEVDB estimate
318 mi / 512 km
Difference vs official
+3 mi / +5 km / +0.9%

Estimated above official

ModelRegionOfficialBEVDB estimateDifference vs official
GMC Hummer EV SUV 2X 2024USA303 mi / 488 km378 mi / 608 km+75 mi / +120 km / +24.7%
Audi Q8 e-tron Sportback 55 quattro 2022USA218 mi / 351 km271 mi / 436 km+53 mi / +85 km / +24.3%
Polestar 3 Long Range Single Motor 2026USA291 mi / 468 km359 mi / 577 km+68 mi / +109 km / +23.2%
GMC Hummer EV SUV 3X 2024USA314 mi / 505 km379 mi / 610 km+65 mi / +105 km / +20.7%
GMC Hummer EV Pickup 3X Omega Edition 2024USA314 mi / 505 km379 mi / 609 km+65 mi / +104 km / +20.6%
Audi SQ6 e-tron 2024USA275 mi / 443 km331 mi / 533 km+56 mi / +90 km / +20.3%

GMC Hummer EV SUV 2X 2024

USA
Official
303 mi / 488 km
BEVDB estimate
378 mi / 608 km
Difference vs official
+75 mi / +120 km / +24.7%

GMC Hummer EV SUV 3X 2024

USA
Official
314 mi / 505 km
BEVDB estimate
379 mi / 610 km
Difference vs official
+65 mi / +105 km / +20.7%

Audi SQ6 e-tron 2024

USA
Official
275 mi / 443 km
BEVDB estimate
331 mi / 533 km
Difference vs official
+56 mi / +90 km / +20.3%

How this differs from road tests and telemetry studies

BEVDB does not claim to replace instrumented road tests or fleet telemetry datasets. Its value is broad catalog coverage and consistent scenario modeling. Road-test publishers usually test fewer vehicles under controlled routes. Telemetry datasets can show real usage but depend on connected-vehicle access, geography, driver behavior and fleet composition. BEVDB sits between those approaches: it uses official WLTP/EPA anchors and one public scenario model to compare many vehicles consistently.

Consumer Reports EV range testing

Measured highway-style testing for a smaller vehicle set.

Edmunds EV range test methodology

Independent range loop results compared with EPA estimates.

Recurrent winter range analysis

Connected-vehicle and owner-data context for cold weather.

ICCT real-world range study

Policy research based on real-world fleet data in China.

EPA range testing context

Official-cycle context for U.S. range and efficiency labels.

Download the report

PDF report

BEVDB Real-World EV Range Gap Report 2026

Includes key findings, charts, methodology summary, limitations and citation guidance.

Last updated: June 1, 2026Format: PDF

Chart pack

bevdb-range-report-2026-06-charts.zip

Reusable PNG/SVG charts with source footers for articles, posts and presentations.

Last updated: June 1, 2026Format: ZIP

Regional model CSV

EU and USA model-level datasets

Separate comparable samples for Europe and the USA with regional official anchors, BEVDB estimates, gap fields and car URLs.

Last updated: June 1, 2026Format: CSV

Dataset and charts may be reused with attribution to BEV Database.

Show data files

For researchers and data users

Summary CSV | Model-level CSV | Methodology JSON

Summary CSV

bevdb-range-report-2026-06-summary.csv

One-row report summary with sample counts, regional averages and mean gap fields.

Last updated: June 1, 2026Format: CSV

Model-level CSV

bevdb-range-report-2026-06-models.csv

Model-level comparable sample with official anchors, BEVDB estimates, gap fields and car URLs.

Last updated: June 1, 2026Format: CSV

EU model-level CSV

bevdb-range-report-2026-06-models-eu.csv

Europe-only comparable sample with WLTP anchors, BEVDB estimates, gap fields and car URLs.

Last updated: June 1, 2026Format: CSV

USA model-level CSV

bevdb-range-report-2026-06-models-usa.csv

USA-only comparable sample with EPA anchors, BEVDB estimates, gap fields and car URLs.

Last updated: June 1, 2026Format: CSV

Methodology JSON

bevdb-range-report-2026-06-methodology.json

Machine-readable methodology metadata for the June 1, 2026 snapshot.

Last updated: June 1, 2026Format: JSON

Reusable charts

EU vs USA: official vs BEVDB range

Source: BEV Database Range Gap Report 2026. Snapshot date: June 1, 2026. Model: BEVDB v13.7.3. bev-database.com

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Gap distribution

Source: BEV Database Range Gap Report 2026. Snapshot date: June 1, 2026. Model: BEVDB v13.7.3. bev-database.com

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Battery-size breakdown

Source: BEV Database Range Gap Report 2026. Snapshot date: June 1, 2026. Model: BEVDB v13.7.3. bev-database.com

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Brand average estimated range

Source: BEV Database Range Gap Report 2026. Snapshot date: June 1, 2026. Model: BEVDB v13.7.3. bev-database.com

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Top 10 largest drops vs official

Source: BEV Database Range Gap Report 2026. Snapshot date: June 1, 2026. Model: BEVDB v13.7.3. bev-database.com

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Top 10 longest estimated range

Source: BEV Database Range Gap Report 2026. Snapshot date: June 1, 2026. Model: BEVDB v13.7.3. bev-database.com

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How to cite this report

Suggested citation

BEV Database. "Real-World EV Range Gap Report 2026: WLTP/EPA vs BEVDB Estimates." Snapshot date: June 1, 2026. Range model: BEVDB v13.7.3. Sample: 1,678 comparable EVs.

Recommended wording

BEV Database's June 1, 2026 modeled EV range snapshot found that BEVDB combined estimates averaged 17.8% below official WLTP/EPA range figures across 1,678 comparable EVs.

Not recommended wording

BEV Database tested 1,678 EVs in real-world driving.

Corrected wording

BEV Database modeled 1,678 EVs using official WLTP/EPA anchors and BEVDB's scenario-based range methodology.

Limitations

  • This is not a measured road-test dataset.
  • This is not fleet telemetry.
  • Brand averages are not sales-weighted.
  • Catalog composition can affect brand and segment averages.
  • WLTP and EPA are different official cycles and should not be interpreted as identical baselines.
  • Usable battery capacity may be reported or estimated depending on available public data.
  • The model does not predict an individual driver's exact route, speed, weather, elevation, tire setup or payload.
  • Snapshot values can change as BEVDB adds cars, updates data or revises methodology.

These limitations are why the report is best read as a broad, standardized comparison layer rather than a replacement for instrumented testing or owner telemetry.

Report versioning

2026-06Report version
June 1, 2026Snapshot date
BEVDB v13.7.3Range model

Previous snapshots: none yet. Next planned update: quarterly or when the public BEVDB range model version changes.

Methodology, data sources and contact

Methodology

Range assumptions, scenario weights, WLTP/EPA anchors, and fallback rules are documented on the BEVDB methodology page.

Data sources

Source boundaries and correction routes are summarized on Data Sources.

About and contact

For project background or corrections, use About and Contact.