Why AI Can't Help You Buy Your Next Car: Ep 126
About this episode
Consumer Reports joins The AutoGuide Show to dig into whether AI can help you buy a car. The hosts explain how they used chatbots and natural-language prompts, but warn that AI can confidently steer you wrong—especially when reliability data is missing for new models or when it invents/misquotes details. They recommend using primary sources, verifying the correct model year, and still driving to catch real-world ergonomics and family-specific deal-breakers.
large language models
"I basically use the chatbot, the large language models, and I spoke to them in natural language 127.1s and I asked the same questions. And, you know, I asked, what's the most reliable 3-row SUV?"
Large language models are AI programs that can read and write text like a chatbot. They can help compare cars, but they can also guess or misunderstand what you really want unless you guide them carefully.
Large language models (LLMs) are AI systems trained on huge amounts of text to predict and generate language. In car shopping, they can summarize and compare options, but they may also produce confident-sounding answers that don’t match the user’s actual needs unless the prompts are clear and iterated.
3-row SUV
"and I asked the same questions. And, you know, I asked, what's the most reliable 3-row SUV? 134.9s I asked questions, I asked them to compare different vehicles once they gave me recommendations."
A 3-row SUV is an SUV with three rows of seats. It’s usually chosen when you need space for more people, like a family.
A 3-row SUV is a sport-utility vehicle with three rows of seats, typically aimed at families that need to carry more passengers. The “3-row” requirement is a key constraint because it narrows the field to vehicles designed for extra seating and usually more third-row legroom.
generative AI
"and I used the big, the big guns, chat GPT, Claude and Gemini for that, you know, 144.6s this, these generative AI that I made prompts for. And, you know, at first, and I think everyone"
Generative AI is the kind of AI that creates new answers or text. It can be useful for brainstorming car options, but it can also make mistakes that sound believable.
Generative AI refers to AI that creates new content—like text—rather than only retrieving existing information. When used for vehicle research, it can draft comparisons and recommendations, but it can also “hallucinate” details or steer you toward the wrong category if the prompt isn’t specific.
prompts
"and I used the big, the big guns, chat GPT, Claude and Gemini for that, you know, 144.6s this, these generative AI that I made prompts for. And, you know, at first, and I think everyone"
A prompt is the message you type into the AI to tell it what you want. If your prompt is vague, the AI may suggest the wrong kind of car; if it’s specific, you’ll usually get better answers.
A prompt is the instruction or question you give an AI system to steer what it generates. In car shopping, prompt quality matters because vague inputs can lead to irrelevant recommendations, while clearer constraints (budget, seating needs, drivetrain preferences) improve results.
C8 Corvette
"I mean, there's, there's a lot of 220.5s untapped, but on the flip side, some folks will be like, oh, it's completely untrustworthy. 225.5s Like it's not going to say I need a family car for five people and it's going to say C8 Corvette, 230.4s like, no, no, unless you come back to it and, and, and, try to, yeah, but no, yeah."
The Chevrolet Corvette C8 is a sports car with the engine in the middle of the car. It’s not the kind of car you’d pick if you need a 3-row SUV for a family of five.
The Chevrolet Corvette C8 is a mid-engine sports car, meaning the engine sits behind the driver rather than in front. It’s a performance-focused 2-seat (or 2+2) car, so it’s a mismatch for someone asking for a 3-row family vehicle for five people.
agentic way
"folks who are actually trying to make this work in a more agentic way to use the, the buzzword. And, you know, that we all kind of came to a consensus"
“Agentic” means the AI tries to do tasks more like a helper—taking steps and checking things—rather than just answering instantly. The host is saying that better AI car advice should include verification, not just guesses.
“Agentic” refers to an AI approach where the system acts more like an assistant that can plan steps, use tools, and verify information rather than just generating text in one shot. In this segment, the host contrasts skeptical fact-checking with attempts to make AI more reliable by using a more structured workflow.
Toyota Grand Highlander
"the same way that, that the tools did around the Grand Highlander hybrid, that, yeah, it,"
The Toyota Grand Highlander is a big family SUV from Toyota. In this episode, it’s mentioned as an example of a specific car that AI systems might recommend when you ask about “the best” or “most reliable.”
The Toyota Grand Highlander is a three-row SUV that’s notable here because it’s being used as an example of how AI-generated car advice can converge on specific models. In this segment, it’s referenced in the context of reliability and hybrid-system changes, which are exactly the kinds of details that can be hard to infer correctly from generic answers.
use it like a search engine
"And the first thing I learned is that you don't want to use it like a search engine. It's not something you ask what's, you'll get the same bad answer if you ask one of us, what's the best car because best is subjective."
The host is saying you shouldn’t treat AI like Google. If you ask it a vague question like “best car,” it may give a confident answer that isn’t actually well-supported.
The host argues that conversational AI shouldn’t be treated like a traditional search engine because it can produce confident but incorrect answers. When asked broad questions like “what’s the best car,” the output can be subjective or inconsistent, so the host recommends framing questions closer to measurable criteria.
Toyota Highlander
"...now, chat GPT said, for example, the Toyota Grand Highlander, the Hyundai Palisade and the Toyota Land Cruiser..."
The Toyota Highlander is a bigger SUV that can fit more people, usually with three rows of seats. It’s made for family trips and everyday driving when you need extra space. The podcast brings it up as part of the group of vehicles people compare for that kind of use.
The Toyota Highlander is a midsize three-row SUV designed for families who need more space than a typical two-row crossover. In the podcast, it’s mentioned alongside other large family-oriented vehicles, with the conversation focusing on how different models can converge toward similar “best fit” choices over time. It’s discussed because it’s a mainstream option for people who want practicality and room.
Hyundai Palisade
"chat GPT said, for example, the Toyota Grand Highlander, the Hyundai Palisade and the Toyota Land Cruiser, which is an interesting one because it's historically been very reliable."
The Hyundai Palisade is a large family SUV. The host uses it to show that AI can guess at reliability for a newer version, even though real-world reliability data may not exist yet.
The Hyundai Palisade is a three-row family SUV that’s brought up to illustrate a key limitation of AI: it can name cars confidently even when the newest generation doesn’t yet have long-term reliability data. The host points out that photos and brand reputation can’t fully substitute for actual reliability testing on a newly updated hybrid system.
Toyota Land Cruiser
"the Toyota Grand Highlander, the Hyundai Palisade and the Toyota Land Cruiser, which is an interesting one because it's historically been very reliable. But, you"
The Toyota Land Cruiser is a rugged Toyota SUV that many people associate with long-term durability. In this segment, the host explains that AI may cite it as reliable, but newer hybrid updates still need real reliability evidence.
The Toyota Land Cruiser is a long-running Toyota SUV known for durability, and it’s used here to contrast “historical reliability” with “new technology reliability.” The host notes that even if a model name has a strong track record, a new hybrid system and other changes mean you still can’t assume the same reliability without data.
reliability data
"And the photo was at the last generation Palisade. We don't have reliability data for the new Palisade. No one can possibly know because we can infer based on the brand, but we don't know how the, you know, new hybrid system, all of those things are new."
Reliability data is information about how often a car breaks or needs repairs after people have owned it for a while. The host’s point is that brand-new versions don’t have that history yet, so AI guesses are risky.
Reliability data is evidence from long-term ownership and testing that shows how often a vehicle has problems over time. The host emphasizes that for a newly updated model (like a new Palisade hybrid system), nobody can know reliability yet because the underlying components and systems are new.
Lexus Gx
"And, you know, on one of them, it gave me the Lexus GX and it said that consumer reports gave it 100 out of 100 for reliability."
The Lexus GX is a Lexus SUV. Here it’s used to show that AI can confidently quote reliability ratings, but you should verify those claims with the original source.
The Lexus GX is referenced as an example of how AI can cite specific reliability scores that may not match the host’s expectations. The host says the AI claimed Consumer Reports gave it a perfect reliability score, then they tried to verify it—highlighting the need for source-checking rather than trusting the model’s output.
Cadillac XT6
"... they should bring it out. Also the 2026 Cadillac XT6, which is, which was discontinued in 25 that said..."
The Cadillac XT6 is a luxury SUV with room for more than two rows of seats, aimed at family use. The podcast mentions it because it was discontinued, so it may be harder to find and you may be shopping leftover stock. That can change what deals and options are available.
The Cadillac XT6 is a midsize luxury SUV that was offered as a three-row option for families who want more comfort and upscale features. The podcast references the 2026 XT6 and notes it was discontinued in 2025, which is the kind of timing detail that matters for shoppers deciding whether to buy remaining inventory. It’s discussed because discontinuations can affect availability, pricing, and what warranty coverage you’ll have access to.
primary sources only
"But you're right, it did pull it from some, in this case, the way I got around this, as I said, okay, go to, go to primary sources only. And then it got a lot better."
Primary sources are the original, most trustworthy documents or data. The host is saying that for car research, you should go straight to the best original information instead of trusting an AI’s summary.
The host recommends using primary sources—original, authoritative information—rather than relying on AI summaries or secondary reposts. In car shopping, this is meant to reduce the chance of incorrect pricing, availability, or model-year details.
paywall
"The other issue is that places like Consumer Reports, as we see more sort of trusted sources being behind behind a paywall, they're not necessarily going to be, you know, incorporated into the large language models source data."
A paywall is a restriction that blocks access to content unless you subscribe or pay. The host argues that if trusted sources like Consumer Reports are behind a paywall, they may not be included in what AI systems were trained on, which can make AI less accurate for car-shopping research.
game of telephone
"And instead, we'll get this game of telephone where it's this person said that that Consumer Reports said."
It’s like the kids’ game where a message changes as it gets passed along. The host’s point is that AI can repeat secondhand claims and the details can drift away from the original source.
“Game of telephone” describes how information gets distorted as it’s repeated from person to person or source to source. The host uses it to explain that AI can end up repeating claims like “Consumer Reports said X” without actually having the underlying evidence.
hybrid
"So it sounds like AI is a great, the first step is I think what's really useful if you're not knowledgeable at cars at all, because you're saying like, I want a hybrid three row and you don't even maybe know the names. If you just say like, what are some hybrid three rows?"
A hybrid uses two kinds of power, usually a gas engine and an electric motor, to help it use less fuel. Some hybrids need to be plugged in, but many do not—so it’s important to know which kind you’re looking at.
A hybrid is a vehicle that uses more than one energy source—typically a gasoline engine plus an electric motor—to improve efficiency. In everyday buying talk, “hybrid” can be confusing because it may or may not require plugging in, depending on the specific hybrid type.
three row
"because you're saying like, I want a hybrid three row and you don't even maybe know the names. If you just say like, what are some hybrid three rows? At least it'll give you some places to then go ahead and know what a hybrid is."
A “three-row” car has three rows of seats, so it can carry more people than a typical two-row car. It’s a big deal if you need space for a family or passengers.
“Three-row” refers to a seating layout with three rows of seats, usually to fit more passengers (often 7 or 8). It’s a key spec for family buyers because it affects interior packaging, cargo space, and which models are even available in the first place.
specs
"Oh, I don't trust their sites. Well, they're going to at least have the specs correct, ignore all the marketing stuff and just read the numbers and then go from there."
“Specs” are the official technical details for a car—like what it’s equipped with and key measurements. The host says AI might get those basics right, but you still shouldn’t rely on it for everything.
In car shopping, “specs” means the published technical details like engine output, dimensions, drivetrain, and equipment. The host’s advice is to use manufacturer specs as a baseline and ignore marketing language, because AI can sometimes reproduce the numbers correctly even if it can’t replace real-world judgment.
Toyota Hilux
"...ourself a diesel forster or something. Yeah, or a Hilux or something, you know, whatever. So it sounds li..."
The Toyota Hilux is a pickup truck, meaning it has an open cargo bed for hauling things. The podcast mentions it while talking about diesel options, which are often chosen for strong pulling power and efficiency. It’s brought up as a practical truck choice.
The Toyota Hilux is a pickup truck known for its durability and widespread use in markets where trucks are expected to work hard. In the podcast, it’s mentioned in the context of choosing a diesel and comparing practical options, which fits the Hilux’s reputation as a tough, utility-focused truck. It’s discussed because people often bring it up when they want something built for heavy-duty everyday use.
long list that you then make a short list
"Like, I still think you need a long list that you then make a short list. And then I always say to people, like, don't listen to me, you need to drive the cars."
They’re recommending you don’t rely on one recommendation. Instead, start with many options, then narrow them down based on what actually works for you.
This describes a practical consumer decision process: start with a broad set of candidates, then narrow it down using criteria. In car buying, that matters because the “deal breaker” factors are often subjective (fit, comfort, visibility) and can’t be fully captured by AI or spec sheets.
visibility
"And one person will say, you know, the most interesting part is how you feel in the car. And one person will say the steering wheel blocked the speedometer. I couldn't see this. The visibility was terrible."
“Visibility” is how well you can see the road and key areas (like mirrors, blind spots, and the hood/road edges) from the driver’s seat. The host highlights that different people notice different visibility issues during real driving, which is why a test drive can reveal problems that specs and AI can’t.
steering wheel blocked the speedometer
"And one person will say the steering wheel blocked the speedometer. I couldn't see this. The visibility was terrible."
They’re describing a situation where the steering wheel is positioned so it blocks the speedometer. That’s the kind of problem you only notice when you’re actually sitting in the driver’s seat.
This is a specific example of an ergonomic “fit” issue: the steering wheel position or angle can obstruct the driver’s view of the instrument cluster. It’s a reminder that seating position, steering reach, and sightlines can vary by driver and may be deal-breaking even when the car’s specs look perfect.
seating position
"And then three other people will say, great posture, wonderful seating position, loved it. And that's, you know, these are these things"
“Seating position” refers to how the driver sits relative to the pedals, steering wheel, and controls, including seat height and fore/aft position. The host emphasizes that multiple test drivers can report very different comfort and posture outcomes, which is why driving the car matters more than AI recommendations.
cup holder
"[1088.6s] cups out of the cup holder? Or is it too far a reach for them? And does he have to wait for"
A cup holder is a built-in storage feature meant to secure drinks during driving. In family-focused vehicles, small details like cup-holder reach and placement can matter because they determine whether kids can use them independently.
using in-person experience vs online aggregation
"[1171.1s] something that might be, that might be helpful. But, you know, that aggregation, I think the best [1179.5s] way to do it for a purchase this big is still to, you know, get out of those platforms as much as"
The segment argues that for big purchases like a family vehicle, hands-on inspection and test-fitting matters more than relying on aggregated online opinions. It also suggests that even if AI can summarize sources, it may still miss the specific feature that becomes a deal-breaker for your situation.
fold down center armrest
"[1129.0s] cars are bringing home. So to him, it's like, if I bring something home that doesn't have a [1131.9s] fold down center armrest in the back seat, this is the worst car ever."
A fold-down center armrest is a padded armrest between seats that can be lowered for support. In the rear seat, it can also act as a leaning surface for passengers and may include integrated storage or cup holders, making it a practical usability feature rather than just comfort.
AI agent
"[1145.9s] And that may be the thing that, you know, if you ask, if you ask an AI agent to search one of these, [1153.4s] to search Reddit, to search forums, that may be the thing that pops up"
An AI agent is a kind of computer program that searches the internet and tries to help you decide something. The host’s point is that it might not catch the tiny, personal details that you only notice when you’re actually in the car.
An “AI agent” is software that can search and compile information across sources (like forums or review sites) to answer a question or help with a decision. In car shopping, the point being made is that AI may miss the small, real-world usability details that matter to a specific family.
model year
"Actually, then click on the source on the manufacturer website and make sure that it's pulling from the right model year. Because that's, that's one that I saw again and again, it would pull 2024s"
“Model year” is which version of the car you’re looking at (like 2024 vs 2025). Features and measurements can change, so you should verify the specs match the exact year you’d buy.
“Model year” is the specific production/trim update cycle a vehicle belongs to, and specs can change between years even within the same nameplate. When using AI or any online tool, you need to confirm it’s pulling dimensions and equipment for the correct model year before making a decision.
fact checker
"You have to become a fact checker now. If someone says something, you check it and you make sure, you know, if one of these tools says something, you check it and you make sure that it's, it's correct."
They’re saying you shouldn’t trust AI blindly—you should double-check what it says using the car maker’s official information. Think of it like verifying the details before you buy.
The host is describing a workflow where the buyer verifies AI-generated claims against authoritative references, especially for car specs. This matters because vehicle listings and spec sheets are easy to misquote, particularly around trim differences and model-year changes.
off-road value tire
"This week's product is the Ironhead Thrasher RT-RT-D01 Tire. It is another pretty hardcore off-road value tire."
They mean a tire meant for off-roading that’s priced to be a better deal. The goal is to get strong off-road traction without paying for the most expensive tire.
An “off-road value tire” is a tire positioned as a budget-friendly option that still aims to deliver serious off-road capability. The speaker frames it as trying to match the feel of a higher-end off-road tire while costing less.
Bridgestone K03
"So one of those tires that's trying to give you full out sort of Bridgestone K03 off-road performance for a fraction of the price."
Bridgestone K03 is a known off-road tire model. They’re using it as a reference point to say the cheaper tire is trying to deliver similar off-road performance.
Bridgestone K03 refers to an off-road tire line used as a benchmark for rugged performance. The speaker compares the Ironhead Thrasher’s intended capability to the Bridgestone K03, but at a lower price.
Ford Broncos
"...retty hardcore off-roading. They were equipped to Ford Broncos down in Moab and we actually did the Ford off-roa..."
The Ford Bronco is an SUV designed for driving on rough roads and trails. It’s meant for off-roading, not just regular city streets. The podcast brings it up because it’s the kind of vehicle people take to places like Moab for tougher driving.
The Ford Bronco is a rugged SUV built for off-road driving, with strong capability and a focus on trails. The podcast mentions using Broncos in places like Moab, which is a well-known off-roading area, highlighting its real-world use beyond pavement. It’s discussed because it’s a go-to platform for people who want an SUV that can handle challenging terrain.
Moab
"They were equipped to Ford Broncos down in Moab and we actually did the Ford off-road, Ford Bronco off-road, I think that's what it's called, class, using these tires instead of the stock ones."
Moab is a well-known off-roading area in Utah. It has tough trails that make it a good place to test how tires really hold up.
Moab is a famous off-road destination in Utah, known for rocky trails and varied terrain that stress tires and suspension. Using Moab for a tire test is a way to evaluate how a tire handles real-world traction, sidewall toughness, and durability.
Sasquatch
"And lucky for me, I had recently driven a Bronco Heritage, which has the Sasquatch,"
Sasquatch is an off-road package for the Ford Bronco. It usually includes trail-ready upgrades like bigger tires and suspension changes, so it sets the starting point for the tire test.
Sasquatch is Ford’s off-road equipment package for the Bronco, typically bundling larger tires, upgraded suspension components, and other trail-focused hardware. In this context, it matters because the baseline tire setup affects how the aftermarket tires compare.
road noise
"those the same size tires. Now, I didn't do any off-roading with it, but I could compare the [1455.7s] road noise to these Ironheads and I found road noise and vibrations in the steering wheel were pretty good between the two."
Road noise is how loud the tires sound while you’re driving. Different tire designs can make that sound quieter or louder.
Road noise is the sound that tires generate as they roll over pavement. It’s influenced by tire tread pattern, rubber compound, and how the tread blocks interact with the road surface.
vibrations in the steering wheel
"but I could compare the [1455.7s] road noise to these Ironheads and I found road noise and vibrations in the steering wheel were pretty good between the two."
If the steering wheel shakes, it can be because the tires aren’t rolling smoothly. That can come from tire balance, wear, or how the tread hits the road.
Steering-wheel vibrations are a feedback sensation caused by imbalance, uneven tire wear, or tread/road interaction. They can also show up when tires don’t match the vehicle’s intended size/load characteristics.
slip
"And he was actually quite [1483.3s] impressed with what the tires were doing. He liked how little slip there was on some of the [1488.8s] slipperier obstacles, some of the more sheared-off rub-down rocks."
Slip is when the tire doesn’t grip and starts to slide or spin. Less slip usually means the tire is finding traction better.
In off-road driving, slip refers to how much the tire loses traction and spins or skates relative to the ground. Less slip usually means better grip on loose surfaces like sand, dirt, and rock.
tread blocks
"We weren't chunking any rubber [1495.0s] off of the tread blocks in the sand. They dug through and true. Yeah, he said overall he was really impressed with how it works."
Tread blocks are the chunky parts on the outside of the tire. They help the tire grip and can wear differently depending on the surface.
Tread blocks are the raised sections on a tire’s tread that contact the ground. Their shape and spacing affect traction, how the tire digs into loose surfaces, and how quickly the tire wears.
warranty
"Now, the question is how are they long-term and we don't know [1507.0s] because it was just one afternoon driving them. They do have a sizable warranty. I'm just going [1512.0s] to take a quick peek here to see what it is. I believe it's, yeah, 45,000 miles, 60 months."
A warranty is the manufacturer’s guarantee that if something goes wrong within a set period, they’ll help cover it. It’s usually listed as time and mileage limits.
A tire warranty is a manufacturer’s promise to cover certain failures or tread wear within a specified time and mileage. Here, the host cites a mileage/time coverage figure to frame long-term confidence.
Ironhead Thrasher RT-RTT-01 off-road tire
"So [1546.3s] again, they are called the Ironhead Thrasher RT-RTT-01 off-road tire. We'll take a quick break [1553.2s] and we'll be back with the mailbag."
The Ironhead Thrasher RT-RTT-01 is a specific off-road tire. The discussion is about whether it grips well on dirt, sand, and rocks and whether the tread holds up.
The Ironhead Thrasher RT-RTT-01 is an off-road tire model being evaluated for traction on loose, rocky terrain. The host focuses on how well it maintains grip (low slip) and how the tread blocks hold up without chunking rubber during sand and rock crawling.
Mini Cooper
"right now is the Mini Cooper. It's not crazy efficient. It's 28 miles per gallon in the city of [1602.0s] 39 on a highway, but there isn't much else in that class."
The Mini Cooper is a small car that’s meant to be efficient. Here, the host is saying it’s currently the best mpg you can get in that small-car size category (for gas cars).
The Mini Cooper is a small, fuel-focused hatchback from Mini (a BMW-owned brand). In this segment it’s used as the benchmark for the most fuel-efficient option in its size class, with the host quoting city/highway mpg figures.
Fiat 500e
"but there isn't much else in that class. Now there's a Fiat 500e, but that's [1606.1s] fully electric and we're talking fuel efficiency, specifically not vehicles that are fully electric."
The Fiat 500e is an all-electric small car. The host mentions it just to say, “we’re not talking about fully electric cars in this mpg comparison.”
The Fiat 500e is Fiat’s fully electric version of the 500. The host brings it up specifically to contrast it with the segment’s focus on fuel efficiency for non–fully electric vehicles.
Honda Civic
"then you can get some [1615.1s] pretty efficient offerings like the Civic, for instance, in its entry level with its two liter [1621.0s] engine, 32 miles per gallon city 41 highway."
The Honda Civic is a popular compact car. Here it’s being recommended because it gets good gas mileage and still has room for a small group of people.
The Honda Civic is a compact car known for being practical and efficient, and in this segment it’s specifically discussed in its entry-level configuration with a 2.0-liter engine. The host uses its quoted mpg to argue it’s more efficient than the Mini while still fitting four or five adults.
two liter engine
"offerings like the Civic, for instance, in its entry level with its two liter [1621.0s] engine, 32 miles per gallon city 41 highway."
A “two liter” engine means the engine is about 2.0 liters in size. Bigger or smaller engines can affect how much fuel the car uses, and that’s what the host is connecting to mpg here.
“Two liter” refers to engine displacement—how much air/fuel the engine can move per cycle. In this context, the host is tying that engine size to the Civic’s fuel economy numbers.
Toyota Prius
"there's the new Prius, which we've talked about on the show multiple times of [1636.5s] how great it is. And we're talking 57 miles per gallon city 56 highway."
The Toyota Prius is a hybrid car that’s famous for getting excellent gas mileage. The host is saying it’s still one of the best options, including versions with all-wheel drive and a plug-in hybrid version.
The Toyota Prius is the mainstream hybrid that helped popularize hybrid ownership, and this segment leans on that reputation. The host cites its fuel-economy figures and then highlights that the Prius is available with all-wheel drive and also in a plug-in hybrid form.
all wheel drive
"And you can get all wheel [1645.9s] drive and those numbers drop a little bit. But it is such a fantastic vehicle."
All-wheel drive (AWD) sends power to both the front and rear axles, improving traction when conditions are slippery. The host notes that when you choose AWD on the Prius, the fuel-economy numbers drop a bit.
plug inversion
"And there's also, [1661.6s] of course, the plug inversion for a bit more money that gets 127 miles per gallon equivalent, [1666.5s] which is the highest for any plug and hybrid car on the market right now."
The host is talking about a plug-in hybrid—one you can charge at home like an electric car. Because it uses both electricity and gas, the fuel economy is reported in a special way called “miles per gallon equivalent.”
“Plug inversion” appears to be a transcription error for “plug-in” (as in plug-in hybrid). A plug-in hybrid can be charged from an outlet, and the host quotes “miles per gallon equivalent” to compare its energy use to conventional gas cars.
miles per gallon equivalent
"the plug inversion for a bit more money that gets 127 miles per gallon equivalent, [1666.5s] which is the highest for any plug and hybrid car on the market right now."
MPGe is a way to compare an electric or plug-in hybrid’s energy use to gas mileage. It turns electricity usage into a number that’s comparable to mpg.
Miles per gallon equivalent (MPGe) is a standardized way to compare the energy use of electric and plug-in hybrid vehicles to gasoline. It converts electricity consumption into an “equivalent” mpg number so different powertrains can be compared on one scale.
Hyundai Elantra
"If you want just gas, the Civic and the Elantra, [1686.3s] and even the Corolla, all great choices, hybrids, all three of those have hybrids, and they're all [1691.5s] pretty equal."
The Hyundai Elantra is another compact car option. The host is basically saying it can cost less than the Civic while still giving you a lot of the same day-to-day features.
The Hyundai Elantra is a compact sedan the host recommends as a lower-cost alternative to the Civic hybrid. The key point in this segment is that it offers similar “what you get” value while the host says its fuel-economy numbers are lower.
Toyota Corolla
"If you want just gas, the Civic and the Elantra, [1686.3s] and even the Corolla, all great choices, hybrids, all three of those have hybrids, and they're all [1691.5s] pretty equal."
The Toyota Corolla is a compact car the host recommends. They mention it can be had with all-wheel drive and that its hybrid system is well-established.
The Toyota Corolla is a compact car the host includes as a gas and hybrid option alongside the Civic and Elantra. They specifically mention that you can get all-wheel drive and that the Corolla hybrid system has been around “forever,” implying proven technology.
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