Battery-electric vehicle (BEV) owners experience more problems with advanced technology than owners of internal combustion engine (ICE) vehicles, according to the J.D. Power 2023 U.S. Tech Experience Index (TXI) Study. The study focuses on the user experience with advanced vehicle technology as it first comes to market and is an early measure of problems encountered by vehicle owners.

17 of the 21 advanced features offered on both fuel versions have more quality problems per 100 vehicles (PP100) for BEVs (excluding Tesla) than for ICE vehicles, according to the study. In addition, satisfaction is lower for BEVs across 86% of the advanced techs compared with those on ICE vehicles. Features such as remote parking assistance (27.4 PP100 among BEVs vs. 10.7 PP100 among ICE vehicles) and interior gesture controls (49.6 PP100 among BEVs vs. 31.2 PP100 among ICE vehicles) have some of the largest gaps between the two fuel versions.

These study findings also are consistent across the J.D. Power 2023 Initial Quality Study (IQS) and 2023 Automotive Performance, Execution and Layout (APEAL) Study. The total vehicle problems in the IQS is 46% higher among BEVs (excluding Tesla) than ICE vehicles and satisfaction is lower among owners of BEVs across nine of 10 APEAL categories than among owners of ICE vehicles.

Key findings of the 2023 J.D. Power study include:

• Warning bells—disruptors are coming: New manufacturers (e.g., Tesla, Rivian, Lucid and Polestar) are making a strong debut in the U.S. market in terms of advanced tech offerings. While some brands have small sample sizes and state registration restrictions prohibit ranking, most of the innovation of these newer brands far exceeds that of traditional manufacturers and significantly outpaces the Innovation Index premium average (588 on a 1,000-point scale). Innovation and tech offerings are high for new manufacturers, but they are not providing a problem-free experience. Average problem levels for advanced technologies among new manufacturers, except for Polestar, are well above the premium average of 24.3 PP100 and are among the highest in the industry.
• Owners don’t see eye-to-eye with biometrics: In terms of accuracy, biometrics that monitor behavioral characteristics (e.g., eye movement) are less problematic than those that monitor physiological characteristics (e.g., facial recognition), but are more annoying. Regardless of the biometric type, owners say they do not consider them to be useful (fingerprint reader rating of 7.24 (on a 10-point scale); facial recognition, 7.48; and direct driver monitoring, 7.75). Despite continued usage, biometric technologies have low desirability in terms of owners wanting them in their next vehicle compared with other advanced technologies.
• Owners charged up about plug-and-charge: The plug-and-charge technology is well-liked by owners even though new tech in BEVs can often be problematic. After plugging into a public charger, the charger identifies the vehicle, validates the charge and starts the charging process. Payment and billing occur automatically upon completion of the charge. Nearly three-fourths (72%) of owners say they want the technology on their next vehicle. With just 6.0 PP100 and overall satisfaction of 8.89 (on a 10-point scale) across the industry, plug and charge is well executed across most manufacturers and vehicle owners say that it is a much-appreciated feature.
• Waning ADAS usage: Among owners who say they use specific technologies all the time, usage of many safety and advanced driver assist systems (ADAS) technologies have declined slightly year over year, most notably reverse automatic emergency braking (-4 percentage points); safe exit assist (-3); and automatic emergency steering (-3). While usage rates are still relatively high, small declines across several technologies is a worrying sign that reinforces the need for automakers to remain diligent on providing a positive customer experience so that trust and perceived feature usefulness are not negatively affected.

Highest-ranking brands, according to the J.D. Power study:

Genesis ranks highest overall and highest among premium brands for innovation, with a score of 656. In the premium segment, Cadillac (533) and Lexus (533) each rank second in a tie. Hyundai ranks highest among mass market brands for innovation with a score of 547. Kia (528) ranks second and GMC (505) ranks third.