This just in; you’re more likely to have an accident commuting to downtown SAN Francisco than in rural Idaho.
When the subject is accidents why would you think the quotes are for purchasing insurance instead of insurance repair quotes ? I didn't say it, I quoted the study which in this particular paragraph claims Tesla drivers have more accidents than drivers of other vehicles.
Bill
What to know about our study
Our study is based on QuoteWizard by LendingTree insurance inquiries from Jan. 1, 2024, through Dec. 31, 2024. We analyzed the 30 brands with the most inquiries in this period. This study categorizes drivers based on inquiries made for those brands.
It is not what I (or you) think, it is what is factual and true. But I would think Lending Tree knows what their study is about more than you (or me.) Did you ignore all the quotes I put in?When the subject is accidents why would you think the quotes are for purchasing insurance instead of insurance repair quotes ? I didn't say it, I quoted the study which in this particular paragraph claims Tesla drivers have more accidents than drivers of other vehicles.
Bill
Do you see anywhere on that site saying anything about insurance repair quotes? Where are you getting this idea from?
It is not what I (or you) think, it is what is factual and true. But I would think Lending Tree knows what their study is about more than you (or me.) Did you ignore all the quotes I put in?
But to answer your question, the reason I would think (aside from Lending tree told me so) they were using data from insurance quotes is because people have to report how many accidents they have, and they also say what kind of car they drive when they request a quote. But they don't say what kind of car they were driving when they were in an accident, only the make of the car they currently want insurance for, so really meaningless data without even correlation.
I would never think the data was derived from auto repair quotes because that would be even more meaningless data, and no one ever mentioned this was the source (other than you).
Please get help.No, people don't have to do accidents unless they want their vehicle repaired by their insurance company. The key word is repaired.
Bill
I get the idea from the actual link I posted from Hedges and Company. They are talking about accidents. With an accident a person often gets a repair quote for their insurance company which is often called an insurance quote which is different from a premium quote to buy new insurance.
Bill
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Tesla Demographics by Age, Income, Gender, Home Value
Tesla owners have a median age of 48 and an annual income of over $150,000. Learn more demographics about Tesla owners in this free report.hedgescompany.com
Do Tesla owners really cause more accidents?
According to a recent study published by LendingTree, Tesla owners have the highest accident rate of 30 vehicle brands, with 23.54 accidents per 1,000 drivers. They got at this information by analyzing millions of insurance quotes. Only Tesla, Ram and Subaru owners had more than 20 accidents per 1,000 drivers.
This the conclusion of Tug Readers and Members everywhereI’m sorry, but you are thoroughly confused here, and flat wrong.
The crazy thing is the "study" itself, using self reported accident stats by those getting a quote for insurance, fails to establish the "accidents per driver of x vehicle" that it purports to so.Holy smokes - did you even read the statement directly from Lendingtree on the source of their data from Quotewizard? It openly and plainly states what I posted above - the verbiage I already posted is directly from the article you posted. Come on man, this is obtuse even for you.
Let’s ask AI if your theory that repair estimates, which are entirely different from price quotes for insurance policies holds any water. Please provide direct evidence of your claim that repair estimates are included anywhere in the data from Quotewizard. Hedges even openly states that the statements they are making come from Lendingtree’s Quotewizard data - not their own data. I’m sorry, but you are thoroughly confused here, and flat wrong.
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LendingTree Study: Insurance Quotes, Not Repairs | Shared Grok Conversation
Based upon the Lendingtree study on accident rates from Quotewizard, is any of the underlying data bgrok.com
Question: Based upon the Lendingtree study on accident rates from Quotewizard, is any of the underlying data based upon repair estimates from actual car accidents as opposed to price quotes on new insurance policies?
Answer:
No, the underlying data in LendingTree’s QuoteWizard studies on accident rates is not based on repair estimates from actual car accidents. Instead, these studies analyze tens of millions of insurance quote requests (or “inquiries”) submitted through QuoteWizard, a LendingTree platform that helps users compare auto insurance rates. Researchers calculate incident rates—such as accidents per 1,000 drivers—by examining self-reported driving history provided during the quoting process. This history includes details like prior accidents, DUIs, speeding tickets, and citations, which drivers disclose to get accurate premium estimates.
For example:
• In the 2025 brand-specific study, data came from insurance inquiries between January 1, 2024, and December 31, 2024, focusing on the 30 car makes with the most quotes.
• Similar methodologies appear in other reports, like the 2024 city-based study (July 30, 2023–July 30, 2024) and the generational study (January 1, 2023–November 30, 2023), all relying on quote data rather than verified accident repair records or claims.
While the self-reported incidents may stem from real accidents (e.g., a driver noting a past crash to adjust their quote), the studies do not incorporate repair cost estimates, body shop data, or insurer claims files. Critics, including analyses from sources like Substack, have noted that this approach may not directly link incidents to specific vehicles (e.g., a quote for a new car after an accident in an old one), potentially introducing biases. Overall, the data reflects quoting patterns and reported behaviors, not objective accident repair metrics.
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The author of the article performed his taskThe crazy thing is the "study" itself, using self reported accident stats by those getting a quote for insurance, fails to establish the "accidents per driver of x vehicle" that it purports to so.
Example:
1. How many accidents have you been in in the last 5 years? A: 3.
(Though none of those were in a Tesla, this info is not requested for the quote.)
2. What make of car do you want to insure. A: Tesla.
(They just bought the car and have never been in an accident driving it.)
However, the study concludes that the "driver of the Tesla" has a very high accident per driver rate.
Of course, the logic is entirely flawed, and establishes nothing of the sort, likewise failing to provide any data for meaningful comparison of accident rates for various makes of vehicles.
But someone writes an article about it, and people like Bill read the article and post it as though it shows Teslas are in more accidents than other makes, when of course, anyone that looks even minimally at the facts, realizes it is a garbage "study." At least it shows us why so many innocent rubes are duped by this garbage everyday, and the internet lets them spread this misinformation to thousands or even millions of people.
No, the underlying data in LendingTree’s QuoteWizard studies on accident rates is not based on repair estimates from actual car accidents. Instead, these studies analyze tens of millions of insurance quote requests (or “inquiries”) submitted through QuoteWizard, a LendingTree platform that helps users compare auto insurance rates. Researchers calculate incident rates—such as accidents per 1,000 drivers—by examining self-reported driving history provided during the quoting process. This history includes details like prior accidents, DUIs, speeding tickets, and citations, which drivers disclose to get accurate premium estimates.
Holy smokes - did you even read the statement directly from Lendingtree on the source of their data from Quotewizard? It openly and plainly states what I posted above - the verbiage I already posted is directly from the article you posted. Come on man, this is obtuse even for you.
Let’s ask AI if your theory that repair estimates, which are entirely different from price quotes for insurance policies holds any water. Please provide direct evidence of your claim that repair estimates are included anywhere in the data from Quotewizard. Hedges even openly states that the statements they are making come from Lendingtree’s Quotewizard data - not their own data. I’m sorry, but you are thoroughly confused here, and flat wrong.
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LendingTree Study: Insurance Quotes, Not Repairs | Shared Grok Conversation
Based upon the Lendingtree study on accident rates from Quotewizard, is any of the underlying data bgrok.com
Question: Based upon the Lendingtree study on accident rates from Quotewizard, is any of the underlying data based upon repair estimates from actual car accidents as opposed to price quotes on new insurance policies?
Answer:
No, the underlying data in LendingTree’s QuoteWizard studies on accident rates is not based on repair estimates from actual car accidents. Instead, these studies analyze tens of millions of insurance quote requests (or “inquiries”) submitted through QuoteWizard, a LendingTree platform that helps users compare auto insurance rates. Researchers calculate incident rates—such as accidents per 1,000 drivers—by examining self-reported driving history provided during the quoting process. This history includes details like prior accidents, DUIs, speeding tickets, and citations, which drivers disclose to get accurate premium estimates.
For example:
• In the 2025 brand-specific study, data came from insurance inquiries between January 1, 2024, and December 31, 2024, focusing on the 30 car makes with the most quotes.
• Similar methodologies appear in other reports, like the 2024 city-based study (July 30, 2023–July 30, 2024) and the generational study (January 1, 2023–November 30, 2023), all relying on quote data rather than verified accident repair records or claims.
While the self-reported incidents may stem from real accidents (e.g., a driver noting a past crash to adjust their quote), the studies do not incorporate repair cost estimates, body shop data, or insurer claims files. Critics, including analyses from sources like Substack, have noted that this approach may not directly link incidents to specific vehicles (e.g., a quote for a new car after an accident in an old one), potentially introducing biases. Overall, the data reflects quoting patterns and reported behaviors, not objective accident repair metrics.
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www.forbes.com
At this point I’m almost convinced easyrider is running some kind of performance art piece about the flexibility of statistics when you don’t actually read (or understand) them.
He is in another universe now, completely disassociated from reality.Well, his posts in the Covid threads and the investment- stock market threads, and the ............ OMG
No way it would be contrived.Your AI needs a different query. There is no way that any data about accidents would be contrived by premium quote.
Think about this. If you used
Your AI needs a different query. There is no way that any data about accidents would be contrived by premium quote. The only way to get this data is through repair quotes. Cry about it forever and it won't change that fact.
Quote Wizard by itself is a lead generator for insurance premiums. Lending Tree is an insurance company lead generator. Both are lead generators. Hedges and Company specializes in marketing and is the company that provided the demographics for Tesla.
Unfortunately for you and Dave, no one is going to try to dissect the Hedges and Company data , especially those professionals that would use this as a sales tool. In fact, most media outlets are using this research. Here's a Forbes and CNN article that publicly states that Telsa drivers have more accidents than drivers of other vehicles.
Bill
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Tesla Again Has The Highest Accident Rate Of Any Auto Brand
Tesla is the car brand that a study shows has been involved in the most accidents. Tesla is well known for its self-driving system, which critics argue, is the problem.www.forbes.com
The Highway Loss Data Institute, a US-based organization funded by the insurance industry, has not found higher crash rates for Tesla vehicles or other EVs more broadly based on overall insurance claims. Teslas do tend to have higher claim costs, though, according to the HLDI.
Straight from the CNN article:
So as we’ve all been saying - when looking at the actual insurance claims data - the claims in these articles are false. The only way they can make these claims “true” is by using bad data from an insurance quoting service called Quotewizard - which the first article you posted directly indicates is used for the opinion piece. When looking at real data from the HLDI there’s no evidence of increasing accident rates for Tesla. Higher costs yes, higher accident rates no.
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Ok, I have to admit you guys are probably right about insurance quotes versus a repair quote. A person wouldn't be contacting a lead generator for insurance companies for a repair quote. None of the articles say what type of quote but an insurance quote makes sense considering where the information comes from.
Even so, the data revealed by the questions to purchase auto insurance about accidents would apply equally to all drivers in their survey. I'm guessing that what the driver drives is the problem is what you guys are saying. If it's a National survey I think all things are equal. If it's a California survey where there are more Teslas on the road ,maybe it skews the numbers. If its a National survey probably not.
Either way, if the average demographic of a new Tesla buyer is a middle aged man buying a vehicle that does 60 mph in 2 seconds, I think there is plenty of room to think that Tesla drivers have more accidents than drivers of other vehicles.
Bill

The claim isn't about increasing accident rates of Teslas. Its about drivers of Teslas having more accidents than drivers of other vehicles. It really isn't a claim, it's just data used for a claim.
Bill
Isn’t that the same thing? If Tesla drivers experience more accidents than drivers of other vehicles, then by inference Tesla vehicles have higher accident rates than other vehicles, which we know is not the case from the HLDI data.
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