Ratemaking & Pricing

rating algorithm

All the ingredients of pricing — base rates, relativities, deductible factors, fees — are useless until something tells you the exact order to combine them in. The rating algorithm is that precise, step-by-step recipe: the formula a quoting system follows to turn one customer's answers into one final premium. It is the operational heart of a rate filing, the part the computer actually runs.

A typical algorithm reads like an ordered set of instructions: start with the base rate for the coverage; multiply by each applicable classification relativity (driver, vehicle, territory); apply the deductible relativity and any increased-limit factor; apply credits and surcharges (multi-policy discount, prior-claims surcharge); add fixed expense fees; then cap the result if a maximum change rule applies. Order matters because the plan can be multiplicative (factors multiply, the common case), additive, or a mix, and a discount applied before versus after another step gives different answers. For example: base 500 × territory 1.30 × age 0.90 × deductible 0.92, then add a 25 policy fee, gives 500 × 1.30 × 0.90 × 0.92 + 25 ≈ 563.

The rating algorithm is what makes a rate filing reproducible and auditable: a regulator, an agent's quoting screen, and the actuary must all arrive at the identical premium for the same risk. It is also where pricing theory meets messy reality — rounding rules, minimum premiums, fees, and rate-change caps all live in the algorithm and can quietly move the real price away from the pure indicated rate. A subtle but important point: because of capping and minimums, the average premium the algorithm actually produces may not equal the average the actuary intended, which is why an off-balance check is run after the algorithm is set.

Premium = base 500 × territory 1.30 × age 0.90 × deductible 0.92, + 25 policy fee ≈ 563. Swap the order of a multiplicative discount and the additive fee and you get a different number — which is why the algorithm fixes the order exactly.

The algorithm fixes the exact order in which factors and fees combine.

Order and structure (multiplicative vs additive) change the answer. Rounding, minimum premiums, and rate-change caps live in the algorithm and can pull the realized average premium away from the indicated rate — hence the off-balance check.

Also called
rating formulapremium calculation algorithm计费算法計費算法