Plug-in hybrids use far more gasoline in the real world than regulatory agencies account for, according to a new analysis of data by the International Council on Clean Transportation, the research group that broke the Volkswagen dieselgate scandal.
The ICCT analyzed data both from Fuelly, an app which helps drivers track their fuel efficiency, and from the California Bureau of Automotive Repair (BAR). It then compared this data to regulatory agency estimates and found that PHEVs are not driving on electric power nearly as often as the EPA had assumed they are.
This could have significant implications for the way plug-in hybrid cars are regulated since they seem to produce more emissions and use more gasoline in practice than previously thought.
The data showed that PHEVs spend 26-56% less time in all-electric drive mode (this is called the “utility factor”), and therefore consume 42-67% more fuel than EPA labeling suggests.
Further, the unbiased data from BAR looked worse than the self-reporting data from Fuelly:
Researchers think this is because self-reported MPG data will skew towards drivers who pay more attention to efficiency, and thus are more likely to drive in a more efficient manner and remember to plug in their cars. But the data from BAR doesn’t include this bias, so in reality, PHEV shortcomings probably skew on the high end of these percentage estimates.
The ICCT had even more drastic results in an earlier study in Europe. In that study, fuel usage and emissions for PHEVs were 3-5 times higher than WLTP estimates suggested. Part of this was due to company cars where a company would pay for fuel, but not electricity, and thus were never plugged in, but were purchased by the company in order to get PHEV incentives. But even for non-company cars, the disparity between WLTP and real-world estimates was even larger than in the US.
Research lead Aaron Isenstadt showed us a table of the best- and worst-performing PHEV models, and pointed out that, as expected, “range-extended” models (like the i3 and Volt) which focus on using the engine as a backup generator for an ample battery tended to have higher electric usage. Whereas PHEVs with vestigial batteries like the original Plug-in Prius, or where the target customer was less environmentally-minded like the Range Rover and Panamera, were barely ever plugged in.
BestEDS
BAR data (MY19+, automatic collection)
Electric drive share
Fuelly data (MY11+, user-reported)
Electric drive share
1st
2019 Chevrolet Volt
0.623
2014 BMW i3 REX
0.900
2nd
2019 Volvo S60 AWD
0.548
2016 BMW I3 REX
0.875
3rd
2022 BMW 530e Sedan
0.499
2017 BMW i3 REX
0.864
4th
2021 BMW 330e xDrive
0.486
2015 BMW I3 REX
0.824
5th
2019 Volvo XC60 AWD
0.442
2016 Cadillac ELR
0.807
WorstEDS
BAR data (MY19+, automatic collection)
Electric drive share
Fuelly data (MY11+, user-reported)
Electric drive share
5th
2020 BMW 530E
0.116
2014 Porsche Panamera S E-Hybrid
0.115
4th
2022 Volvo XC90 T8 AWD Recharge
0.080
2013 Toyota Prius Plug-in Hybrid
0.113
3rd
2020 Land Rover Range Rover PHEV
0.062
2014 Toyota Prius Plug-in Hybrid
0.082
2nd
2022 Hyundai Tucson Plug-in Hybrid
0.054
2014 Honda Accord Plug-in Hybrid
0.045
1st
2022 Kia Niro Plug-in Hybrid
0.051
***
0.000
*** 5 models showed higher overall fuel consumption than their label CS fuel consumption, resulting in presumed/default 0% EDS
Isenstadt said that the only model he would consider a high-achiever is the BMW i3 REX. Other models fell far short of expected EPA numbers. The EPA generally expects PHEVs to use electric drive 80% of the time or more (though this scales up and down based on battery size), and only the i3 crossed the EPA’s bar.
The i3 was notable for its large (~100 mile) battery and small, optional engine (with a corresponding very small gas tank). This resulted in it being treated more like an electric car with occasional gas capability, as opposed to many of today’s PHEVs which operate in blended mode.
We also spoke with Stephanie Searle, the study’s project manager, about the results. She wanted to highlight just how large the disparity was between regulatory and real-world numbers – not just a few percent, but more than 50%.
Searle noted that the BAR numbers were the first time ICCT had used unbiased, non-self-reported numbers in its analysis, and the fact that they were worse than the self-reported numbers means that the problem is perhaps worse than previous research indicates. She considers the BAR numbers to be more robust, but also noted that even the self-reported numbers from Fuelly, where you would expect efficiency-conscious drivers to live, showed a massive disparity.
Policy recommendations
The ICCT hopes that its research will influence policy around PHEVs by providing regulators with more data about the actual carbon reductions (or relative lack thereof) achieve by PHEV deployment.
The ICCT issued five specific recommendations to the EPA:
Adjust the regulatory utility factor downwards for PHEVs to reflect current real- world performance.
Require in-use data reporting for specific PHEV models to receive a higher utility factor reflective of said in-use data
Adopt minimum electric driving range requirements, similar to California’s range requirements for zero-emission vehicle crediting in its Advanced Clean Cars II regulation
Adopt maximum engine power-to-weight limits
Establish a higher utility factor corresponding to the purchase of PHEV by drivers with demonstrated home chargers or manufacturer assistance with charging access
It also recommended that manufacturers could incentivize regular charging by assisting with home charger installation and by actively reporting cost of driving to users, and that tax administrators could incentivize PHEV purchases by restricting tax credits to PHEV models which display high utility factors. The US government recently expanded EV tax credits in the Inflation Reduction Act, allowing even small-battery (>7kWh) PHEVs access to the full $7,500 credit, a contrast to ICCT’s recommendations.
Will EPA follow California?
Further, the EPA is currently considering new emissions rules for 2027 and later model year vehicles. It’s expected to announce them this coming spring.
Searle hoped that these coming rules would be heavily influenced by California’s recent “Advanced Clean Cars II” standard. When that standard was unveiled, we at Electrek said it could be better, but part of California’s reason for making easier rules was because it wanted to set a standard that could be applied to other states in the country where EV sales aren’t as high as in CA.
The new California rules ban the sale of new gas cars after 2035, but allow up to 20% of new vehicles to be PHEVs. These PHEVs do need to meet minimum range requirements, in the hopes that cars with larger batteries will be more likely to be plugged in.
These findings show that even those California rules might overestimate the emissions reductions from PHEVs, and more consideration should be put into how to maximize the percentage of time people spend on electric drive, rather than using gasoline.
Do PHEVs matter?
All that said, this grousing over PHEVs may not matter much in the long run. ICCT says production costs are dropping faster for BEVs than PHEVs, which means all this may be a moot point in the future. Since PHEVs are basically two cars in one, falling battery prices may make BEVs an even clearer better choice for both buyers and manufacturers. PHEVs are currently rather popular in Europe, with similar market share as BEVs (partially due to the company car effect mentioned above), but have lagged far behind BEVs in the US, and it doesn’t look like they’re going to catch up.
But as long as we are in the current battery-constrained production scenario we are in, the ICCT’s new data will help regulators understand the relative carbon reduction potential of PHEVs as compared to BEVs, and that the benefit of PHEVs may be smaller than previously expected.
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In the Electrek Podcast, we discuss the most popular news in the world of sustainable transport and energy. In this week’s episode, we discuss electricity becoming the base currency, Tesla Robotaxi crashes, the new Porsche Cayenne EV, and more.
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After the show ends at around 5 p.m. ET, the video will be archived on YouTube and the audio on all your favorite podcast apps:
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Wallbox is ramping up its partnership with distributor Codale Electric Supply to roll out more EV chargers across the Mountain West, a region that’s seeing a rapid escalation of electrification programs and regional highway corridor build-outs.
Codale has become one of Wallbox’s most active distributors over the past two years, helping contractors, developers, and fleet operators procure Wallbox gear while also providing technical support and logistics. Now the two companies are scaling both AC and DC fast charging across Utah, Idaho, Wyoming, and Nevada.
Under the new agreement, Codale will prioritize Wallbox Supernova DC fast chargers and Pulsar Family AC chargers. Codale is already coordinating upgrades of older charging systems and installing new ones across public, commercial, and multifamily sites. Early projects include collaborations with several charge point operators and large commercial portfolios, some of which are rolling out Supernova units in Q4.
The Mountain West has become a hotspot for charging expansion, and Wallbox and Codale say their partnership is designed to keep pace by streamlining installation and improving network reliability.
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Ignasi Alastuey, Wallbox’s chief business officer, said, “This partnership combines Wallbox’s innovation with Codale’s on-the-ground capabilities to rapidly scale charging networks across the Mountain West and set a new benchmark for EV infrastructure growth.”
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EcoFlow launches next Black Friday Sale phase with up to 80% off expanded lineup – starts from $149
EcoFlow has officially switched to its next Black Friday Sale phase of deals with up to 80% discounts, plenty of FREE gifts, bonus savings, and more. Among the new lineup, we spotted EcoFlow’s DELTA Pro Portable Power Station bundled with 2x 220W solar panels and a FREE protective bag at $1,699 shipped, which is not only being exclusively offered direct from the brand, but is also dropping things lower than ever. One thing to note here is that, sadly, the extra savings code isn’t valid on this bundle. It would normally run you $5,199 for everything (including the $99 bag), with the bagless bundle at Amazon keeping lower at a starting rate of $3,999 and only dropping to $1,999 right now. This deal comes in $100 under its previous offer during the brand’s Halloween Sale, giving you a total $2,300 off the going rate ($3,500 off the MSRP) for the best new price that we have tracked anywhere. Be sure to head below to check out the newest phase of full Black Friday deals.
EcoFlow’s DELTA Pro power station is among the most beloved and highly rated backup power solutions from under the brand’s flag, and this solar bundle is quite the setup to grab now that it’s fallen so low in price. Covering away-from-home trips, as well as at-home emergencies, this station starts at a 3,600Wh LiFePO4 capacity that you can expand up to its 25kWh max with further investments. Your devices and appliances can receive up to 3,600W of regular power through the 14 output ports, with it even surging as high as 7,200W for those larger appliances that need more. You’ll be 440W closer to reaching its 1,600W max solar input, thanks to the bundled panels, with additional options for recharging from an AC outlet, as well as your car’s auxiliary port (or by using a compatible alternator charger).
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***Note: EcoFlow is continuing the usage of the promo code 25EFBFAFF at checkout for an extra 5% savings off your cart’s total, with none of the prices below having it factored in. Keep in mind that a number of offers are ineligible to receive the extra savings, but be sure to try it at checkout to ensure you’re getting the best possible savings during EcoFlow’s Black Friday Sale!
EcoFlow’s other direct Black Friday website-only deals/bundles:
RAPID Mag Qi2 10,000mAh 15W magnetic power bank: $55 (Reg. $90)
RAPID Mag Qi2.2 10,000mAh 25W magnetic power bank with built-in cable: $70 (Reg. $100)
DELTA 2 (2,048Wh) with extra battery and 2x 110W panels: $899 (Reg. $2,646)
Save thousands for Black Friday on Samsung smart washer/dryers, refrigerators, ovens, and more starting from $269
As part of Samsung’s ongoing Black Friday Sale event, we’re seeing deals that can save you hundreds to thousands of dollars on the smartest home appliance upgrades, including the Bespoke AI All-in-One Ventless Washer/Dryer Combo at $1,999 shipped, which is actually going for $110 less at Best Buy. There’s also the newer Vented Bespoke AI All-in-One Combo at $1,999 shipped, which you won’t find at Best Buy. The ventless model normally fetches $3,299 without discounts ($3,099 for the vented counterpart) direct from the brand, and starts lower at $2,970 at Best Buy, with 2025 having seen it more often down at $2,199 during sales. While we have seen it go lower in the past, especially 2024, you’re otherwise looking at the best prices we have tracked this year, letting you upgrade to a smarter way to do laundry with up to $1,300 savings, or save more by going with Samsung’s open-box option for $1,599 on the washer/dryer’s sale page down on the right-side options.
Alongside the washer/dryer combos above, we’ve curated a full list of Samsung’s best Black Friday appliance deals on other washers, dryers, refrigerators, ovens, dishwashers, and more that you can browse by checking out our original coverage of this sale here.
Autel’s MaxiCharger AC Lite level 2 EV charger grants up to 50A speeds at new $398 Black Friday low (Save $171)
Lectric XP4 Standard Folding Utility e-bikes with $326 bundle: $999 (Reg. $1,325)
Lectric XP Lite 2.0 Long-Range e-bikes with $449 bundles: $999 (Reg. $1,448)
Heybike Mars 2.0 Folding Fat-Tire e-bike with Black Friday gift: $999 (Reg. $1,499)
Heybike Ranger S Folding Fat-Tire e-bike with Black Friday gift: $999 (Reg. $1,499)
Best new Green Deals landing this week
The savings this week are also continuing to a collection of other markdowns. To the same tune as the offers above, these all help you take a more energy-conscious approach to your routine. Winter means you can lock in even better off-season price cuts on electric tools for the lawn while saving on EVs and tons of other gear.