The one large lever that is genuinely available
Age and experience are fixed. Address and occupation are decisions about a life rather than about a premium. Cover level and excess move a price at the margins. The vehicle is different: it is a real choice, made at a specific moment, and its effect on the premium is often larger than everything else a new driver can influence combined.
It is also the choice most often made without checking. People shortlist cars on purchase price, appearance and fuel economy, then discover the insurance implication afterwards, when it is expensive to revisit.
What a vehicle rating encodes
Most markets operate some system that groups vehicles by expected claims cost, and although the schemes differ, the inputs are broadly similar. Repair cost for common damage, parts prices and availability, the time a typical repair takes, performance measures such as power and acceleration, security specification, and how the vehicle performs in impacts all feed in.
The result is a single number or band that summarises a great deal of engineering and market data. Two cars with almost identical purchase prices can sit far apart in it, because purchase price is only loosely related to what a repair costs or how fast the car is.
Grouping is a starting point rather than the whole calculation. An insurer takes the classification and then applies its own experience of that specific model, which can be better or worse than the group implies — a car that is disproportionately stolen in a particular market, or one whose parts supply has become difficult, gets treated accordingly. This is another reason quotations for the same car diverge between companies.
The kinetic energy involved in a collision rises with the square of speed, so a modest increase in impact speed produces a disproportionate increase in damage and injury. A vehicle that accelerates quickly is more likely to be travelling faster when something goes wrong, and is more likely to be driven in a way that creates the situation in the first place.
That is why power-to-weight ratio matters so much in the rating of vehicles for inexperienced drivers, and why the effect is stronger for them than for anyone else. It is a severity argument as much as a frequency one, and severity is where the expensive claims live.
Repair cost has drifted away from purchase price
A modern bumper is not a piece of plastic. It frequently houses parking sensors, a radar unit for cruise control and emergency braking, and cameras whose calibration must be verified after any disturbance. A windscreen may carry a camera that requires recalibration on replacement. Aluminium panels demand different equipment and different skills from steel ones, and lighting units have become assemblies rather than bulbs.
The consequence is that a low-speed impact costs several times what the equivalent damage cost a couple of decades ago, and the increase is not evenly distributed across models. At the other end, a very old vehicle can be expensive to repair for the opposite reason: parts are scarce, and scarcity has its own price.
Modifications are declarable, and often unwelcome
Anything altering the vehicle from its factory specification is normally declarable, and the definition is broader than people expect. Wheels, suspension, exhaust systems, engine management changes and body kits all qualify. So, in many wordings, do cosmetic changes and even some accessibility adaptations, which is why the question asks about alterations rather than about performance.
Insurers price modifications for two reasons: some raise performance or theft attractiveness, and all of them make the vehicle harder to value and repair. Some will decline to cover a modified vehicle at all. An undeclared modification is a misrepresentation of the risk, and it is discovered easily, because an engineer inspects the car when a claim is made.
Choosing on the total rather than the sticker
The sensible comparison at purchase includes the insurance, and it is straightforward to obtain indicative quotations for a shortlist before committing to anything. It costs an evening and it is the only point at which the information changes the decision.
The same applies to the rest of the running cost — fuel consumption, tyre sizes, service intervals and parts availability all vary between cars that cost the same to buy. A vehicle that is cheap to acquire and expensive on every other line is a common trap for a first car, and the insurance is usually the line that reveals it first.