Want a Ferrari California? Make sure you shop for insurance as the prices could vary by as much as 26%, according to a recent study.

Let the buyer beware… or least be careful is the warning insurance buyers should heed based on a new study of car insurance rates by Wallet Hub.com.

“It is wrong to assume a perfect correlation between the price of a car and the insurance cost. Insurance premiums for cars in the same price range can differ by as much as 26%,” according to the study.

The variation in insurance premiums actually increases on more expensive vehicles. Wallet Hub analysts estimated that based on its analysis, only about 25% of the variation in insurance premiums across car types can be attributed to differences in car price.

For example, the annual premium of a 37-year-old, single female driver of a 2014 Ford Fiesta with an exemplary driving record could run anywhere from $1,350 to $2,100, per year, according to the study. Similar patterns prevailed if the same driver insured a Toyota Yaris or a Chevrolet Sonic.

While replacement or residual values decline as vehicles get older, the study also found new sedans, on average, are almost $130 cheaper annually to insure than 3-year-old sedans after accounting for variations in price, the study found.

Car-based crossover vehicles, which are widely used as family vehicles, are also slightly less expensive to insure than a sedan, Wallet Hub reported.

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The study also supported the conventional wisdom that sports cars are more expensive to insure. In fact, manufacturers blame rising insurance costs as a factor in the declining investment in new sports car models.

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But, in terms of cost to insure for typical buyers, sports cars are followed by trucks, which many consumers assume are safer than passenger cars.

(To see more about the expectations about GM’s future recalls, Click Here.)

Wallet Hub’s analysts were careful to note that insurance companies use a variety of different variables while setting rates. They reviewed premium data from the California market, based on the assumption that while specific values will obviously vary by state, the key relationships between car type and car insurance premiums will hold true nationwide.

The basic from seven auto insurance companies, representing 38% of the total California market, including Allstate Insurance Co., Geico General Insurance Co., Mercury Casualty, State Farm Mutual, Progressive, SafeCo, Farmers Insurance Exchange. In addition, virtually all of the insurers surveyed operate nationwide.

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