A new study shows that only 26% of U.S. households are familiar with EVs but this is about to change. In the recent study by Parks Associates, it was noted that as Tesla became a household name, purchase intention for EVs has gone up 6%.
I wrote about this here, and Teslarati was invited to attend to the virtual session where Chris White, the senior analyst who conducted the study, led a virtual presentation.
According to the study,
“Only 26% of US broadband households report high familiarity with electric vehicles but that’s about to change. These sessions address the coming surge of EVs on the market, the potentially explosive EV growth in adoption, and the implications for consumers, the grid, and needed infrastructure.”
Electric Vehicles: A New Era for Consumers
During the virtual session, Chris White explained some of the findings of the study. Some of these include current EV owner demographics, EV owner interest in clean energy, EV owners’ high-tech affinity, lack of knowledge of EV features, and how other issues such as the chip shortage are affecting both EV and non-EV markets.
The report was based on data from Q4 2021.
Understanding Current EV Owners
Current EV owners are young affluent and have dual incomes. Many are from a multifamily environment and use their EVs for work and school.
They use their vehicles regularly. It’s important to highlight since EVs have the image of a rare or exotic car that doesn’t have enough range. This is changing.
As the EV market continues to grow, the demographics of the current EV owners will most likely change. For now, there’s a 16% high intention of purchasing EVs among non-owners. Previous that was 10%.
That number didn’t include the current EV owners who either want to add a new EV or replace an old one.
EV Owners 3x likely to use renewable energy
Chris White’s research showed that EV buyers are three times more likely to live in solar communities or have an interest in renewable energy powering their homes. They are also 2.5 to 5 times more willing to pay more for renewable energy.
The research shows that EV owners care about their carbon footprint and the impact on the environment.
EV owners are much more likely to own a security system or a smart home device than non-EV owners, according to the research
They xcare about technology and have a higher affinity for tech than non-EV owners.
Lack of familiarity with EV features.
One of the key points in the study shows that although EVs are more popular today, there is a lack of familiarity with their features.
Chris pointed out that 18% of the consumers polled indicated familiarity with EV features. That isn’t a lot.
Features that many aren’t familiar with include EV charging at home minimizing cost when automatically charging during off-peak hours, auto insurance savings for EV owners, second-life EV batteries reused as a power source in disaster areas, and available tax incentives.
Second-life EV batteries are expected to reach over $34 billion by 2027 according to Research and Markets. You can read more about this here.
EV Features that could persuade non-owners to buy an EV
The study included the top features that could persuade non-EV owners to switch to electricity. The number one feature was for an EV to run 400 miles or longer on a single charge.
During the session, Chris pointed out that this is still rare and that most EVs are in the 200-300 mile range.
Other features included widespread charging stations and electricity plans that make owning an EV more affordable than owning an ICE vehicle. These are coming and soon people will see for themselves that EVs meet the criteria they are looking for.
Purchase Inhibitors.
The number one purchase inhibitor that non-EV owners are concerned about are the cost of an EV and charging.
The research showed that 51% of the consumers who participated in the study cited charging-related issues.
Another issue was the lack of trust in the design of EVs,
Issues that impact both EV and non-EV purchases
We often see issues such as the semiconductor chip shortage and critical minerals for EV batteries impacting the EV market. However, something that impacts both markets includes the chip shortage, Putin invading Ukraine, and the national gas prices being on the rise.
The latter can create pain at the pump which is something that encourages people to make the switch to EVs. Last month, I wrote about Dobson who purchased a Tesla due to several factors but especially high gas prices.
EVs will be everywhere soon.
The research also revealed that soon, EVs will be everywhere.
Chris spoke about the Amazon and Rivian partnership, Walmart’s purchase of Canoo EVs, Revel’s fleet of Tesla taxis in New York, and the contract between NASA and Canoo.
And this is just on the commercial side. Other automakers are producing and marketing their own EVs to compete with Tesla.
Disclaimer: Johnna is long Tesla.
I’d love to hear from you! If you have any comments, concerns, or see a typo, you can email me at johnna@teslarati.com. You can also reach me on Twitter @JohnnaCrider1
Investor's Corner
Tesla has a Cybercab problem nobody saw coming
Tesla’s Cybercab line now builds robotaxis faster than Tesla can deploy them, Lars Moravy says.
Tesla’s Cybercab line in Texas can now build the two seat robotaxi faster than the company can put it into service, according to Lars Moravy, Tesla’s Vice President of Vehicle Engineering. “We don’t run every day because the line can run so fast. It’s currently outpacing our deployments,” Moravy said in a new Cybercab deep dive from Munro Live. “So, it’s a bit of a race right now. Who’s going to go faster? Right now the manufacturing line’s ahead.”
Tesla’s official Robotaxi account shared a Cybercab analysis video on X on Monday, calling it a “Cybercab engineering deep dive.” Moravy’s comments go further than what he told analysts on the Q3 earnings call last week, when he said the Cybercab line’s listed capacity of more than 125,000 units a year undersells what it can actually run.
The tour shows where that speed comes from. Tesla’s unboxed process splits the Cybercab into front, rear, side and center modules that are built and tested on their own before they meet on a short final line. That final line has just 25 fully automated stations, which Tesla’s team estimated is a fifth to a tenth of what a Model Y needs. The full line is about 78% automated, the framing line is already at 100%, and the layout uses roughly 50% less floor space per vehicle. The stated goal is “100% automation in 10 second cycle time,” or one finished Cybercab every 10 seconds.
Tesla also deleted the paint shop. Only the side modules are coated, and the exterior panels get their color inside the molding machine. Engineers said the car is designed to run at least 500,000 miles, which matters for a vehicle that will spend most of its day carrying riders.
The battery got the same treatment. The Cybercab uses an 88S6P pack of 4680 cells in a steel enclosure, a first for Tesla, with each module potted separately so a single failed module can be swapped instead of the whole pack. Wireless battery management boards replace a wiring harness, and new contactors are fast enough to drop the pyro fuse entirely. Tesla’s battery director graded the pack an A minus, compared with a D for the Model Y structural pack and a B minus for Cybertruck. Up front, the drive unit runs an 11:1 gear ratio versus roughly 9:1 on most Teslas, since the Cybercab does not need a high top speed.
Cybercab engineering deep dive — Robotaxi (@robotaxi) October 26, 2026
The deployment side is now the bottleneck Moravy described. Tesla had more than 50 Cybercabs working the Formula 1 weekend in Austin, and Texas records show 463 Cybercabs registered. Tesla said on its earnings call that Cybercab service will launch in Dallas next month, and Moravy said the company is aiming to get Cybercabs to customers by the end of 2026. Every unit built so far has gone into Tesla’s own fleet since the line moved into volume production in April.
Munro Live also asked when it could get a Cybercab to tear down. Tesla’s answer: “Not yet.”
SpaceX’s Raptor engine family has steadily increased sea-level thrust while simultaneously reducing mass, turning iterative engineering gains into substantially higher performance for the Super Heavy booster. CEO Elon Musk shed more light on how powerful Raptor 4 will be, and it’s pretty crazy.
Raptor 1 delivered 185 metric tons of thrust at roughly 2,080 kilograms, while Raptor 2 raised that to 230 tons while cutting mass to about 1,630 kilograms. SpaceX data for Raptor 3 lists a target of 280 tons at 1,525 kilograms (with further reductions in associated vehicle hardware), while operational flight ratings have been cited near 250 tons.
This morning, Elon Musk stated that Raptor 4 is expected to reach 300 tons of sea-level thrust at roughly the same mass as Raptor 3. Across these versions, thrust has risen by more than 60 percent from the first engines while engine mass has fallen, producing a sharp improvement in thrust-to-weight ratio. This is a true testament to how great SpaceX engineering has been:
🚀 Elon says Raptor 4 will make 300 tons of thrust at sea level at roughly the same mass as Raptor 3.
How far Raptor has come:
Raptor 1: 185 tf, 2,080 kg
Raptor 2: 230 tf, 1,630 kg
Raptor 3: 250 tf, 1,525 kg
Raptor 4: 300 tf33 on Super Heavy = ~9,900 tf, nearly 3x Saturn V https://t.co/HQDswZhyvL
— TESLARATI (@Teslarati) October 26, 2026
With 33 engines on SuperHeavy, the jump from earlier versions to a 300-ton Raptor 4 would produce roughly 9,900 metric tons of total liftoff thrust, nearly three times the Saturn V’s approximately 3,400 metric tons from its five F-1 engines.
This is not just a larger number on a data sheet, either, as sea-level thrust is the force available the moment the vehicle leaves the pad. This is when it is heaviest and still deep in Earth’s gravity well and dense atmosphere.
Higher levels of sea-level thrust directly improves the initial thrust-to-weight ratio of the full stack. A higher ratio produces faster acceleration off the pad, which shortens the time the rocket has to spend fighting gravity, and gravity losses during the first minute or two of the flight are a major drain on total available delta-v. Every second shaved off of that early climb preserves more propellant energy for reaching orbital velocity or for carrying extra payload.
Because Super Heavy’s engine count is constrained by vehicle diameter and packing density, increasing thrust per engine is the most straightforward way to raise total liftoff performance without redesigning the booster structure or design.
The same-mass target for Raptor 4 is equally important. Holding engine mass roughly constant while raising thrust improves the engine’s own thrust-to-weight ratio and reduces the structural and propellant mass fraction that must be carried solely to support the engines.
Earlier Raptor iterations also simplified or eliminated extensive vehicle-side hardware such as heat shields. These gains compound: more force for less installed mass leaves additional capacity for propellant, payload, or operational margins such as engine-out capability.
For Starship’s architecture, the practical effects are large. Greater liftoff thrust supports heavier vehicles, larger propellant loads, and higher payloads to low Earth orbit, figures SpaceX has targeted in the 100-plus-ton reusable range. That capacity underpins orbital refueling, lunar missions, and eventual Mars cargo and crew flights.
Continued growth in sea-level thrust therefore tightens the gap between theoretical rocket performance and the high flight rates and reusability needed to make large-scale space transport practical.
Tesla has expanded its Tesla Assisted Driving (TAD) suite to its tenth European country, as Latvia joined a growing list of European Union member states authorizing the company’s advanced driver assistance technology.
Tesla Europe announced this morning that the system is now approved in Latvia, with a software rollout to begin soon.
The approval and rollout follow recognition of a provisional European type approval originally granted by the Netherlands’ RDW authority on April 10.
🚨 Latvia has just received approval for Tesla Full Self-Driving (Supervised)
This is the 10th country in the EU to gain approval:
1. Netherlands — 10 April 2026 (original RDW approval)
2. Lithuania — 20 May 2026
3. Estonia — 29 May 2026
4. Denmark — 9 June 2026
5. Belgium — 10 June 2026
6. Slovenia — 7 September 2026
7. Czechia — 21 September 2026
8. Croatia — 29 September 2026
9. Slovakia — 16 October 2026— TESLARATI (@Teslarati) October 26, 2026
Latvia’s Road Traffic Safety Directorate (CSDD) evaluated the Dutch documentation, coordinated with the other national authorities, and reviewed updates from Tesla. These included tightened limits on speed offsets, automatic resets of any manual speed adjustments after each trip, and stronger driver monitoring.
In Europe, the feature is marketed as Tesla Assisted Driving after a recent rule change that labeled the name “Full Self-Driving” as misleading.
The system remains an SAE Level 2 driver assistance tool, not unsupervised autonomy. It can control speed, steering, braking, lane changes, and intersections while following a navigation route. Drivers need not keep their hands on the wheel at all times, yet they must continuously monitor the road and be prepared to intervene immediately.
The sequence of EU recognitions began with the Netherlands in April and continued through Lithuania, Estonia, Denmark, Belgium, Slovenia, Czechia, Croatia, and Slovakia. Most have relied on mutual recognition of the single Dutch provisional approval rather than independent national testing.
These national clearances do not yet constitute bloc-wide authorization. An EU-wide decision requires a qualified majority in the Technical Committee on Motor Vehicles: at least 15 of 27 member states representing 65 percent of the EU population. Larger markets, like Germany, France, and Italy, remain under review, and a vote is expected this December.
However, for Latvian Tesla owners with compatible vehicles and software, the imminent rollout expands access to the supervised system while underscoring that attentive human oversight remains essential.
Tesla has a Cybercab problem nobody saw coming
How SpaceX Is raising Raptor’s sea-level thrust while holding engine mass steady
