Underwriting Risk Calculator
Calculate underwriting risk, expected losses, risk-adjusted premiums, and capital requirements for insurance policies.
About this calculator
Underwriting is the process of pricing a policy against the risk it covers, and this calculator illustrates the basic mechanics with simplified formulas rather than a real insurer's proprietary rating tables. Expected Loss is Probability of Claim times Expected Claim Amount -- the actuarial expected value of what the insurer will pay out, on average, in a given period. Underwriting Profit and Profit Margin compare that expected payout against Annual Premium, and depend on nothing else: Policy Value and Worst Case Claim have no effect on either. Risk Score instead blends Probability of Claim with how large Worst Case Claim is relative to Policy Value, capturing tail risk that Expected Loss alone misses -- a policy can have a low expected loss and still carry a high risk score if a rare but severe claim could approach the full policy value.
Risk-Adjusted Premium loads Expected Loss up by that Risk Score as a simplified margin for adverse deviation; it is completely unaffected by Annual Premium, since it represents what the premium arguably should be given the underlying risk, not a function of what is actually being charged. Reinsurance Coverage -- the percentage of risk ceded to a reinsurer -- reduces the insurer's own RETAINED exposure: Net Exposure (After Reinsurance) scales Policy Value down by that percentage, and Capital Requirement is likewise based on the net, reinsurance-adjusted Worst Case Claim rather than the gross figure, since real insurers hold capital against what they actually retain, not against risk they've ceded away. Risk Exposure (Tail Spread) is simply Worst Case Claim minus Expected Claim Amount, showing how much room exists between the average scenario and the worst one, while Projected Loss Ratio expresses Expected Loss as a percentage of Annual Premium -- a different lens on the same underlying relationship as Profit Margin. Real insurer risk loadings incorporate proprietary factors -- reinsurance treaty pricing, portfolio correlation, regulatory capital requirements, and company-specific underwriting appetite -- that vary by insurer and are not public, so treat Risk-Adjusted Premium and Capital Requirement here as illustrative simplifications, not a substitute for actuarial pricing.
Financial Disclaimer
This calculator is for educational purposes only and does not constitute financial advice. Results are estimates based on the inputs provided. Consult a qualified financial advisor before making investment or financial planning decisions.
Inputs
Results
Expected Loss
$1,000.00
≈ 8 pairs of sneakers
Underwriting Profit
$9,000.00
≈ 9 smartphones
Profit Margin
90%
Risk Score
2 / 100
How to Use This Calculator
- Enter the policy value and the annual premium charged.
- Input the probability of a claim occurring and the expected claim amount.
- Enter the worst case claim amount and, if applicable, the percentage covered by reinsurance.
- Review the expected loss, underwriting profit, and profit margin.
- Check the risk score, risk-adjusted premium, and capital requirement to gauge whether the premium supports the underwriting risk.
- Review net exposure, risk exposure, and projected loss ratio to see how reinsurance and tail risk factor into the underlying capital picture.
How the result changes with Probability of Claim
| Probability of Claim | Expected Loss | Underwriting Profit | Profit Margin |
|---|---|---|---|
| 1% | $500.00 | $9,500.00 | 95% |
| 1.5% | $750.00 | $9,250.00 | 92.5% |
| 3% | $1,500.00 | $8,500.00 | 85% |
| 5% | $2,500.00 | $7,500.00 | 75% |
What each input means
- Policy Value
- Total policy coverage amount
- Annual Premium
- Annual premium charged
- Probability of Claim
- Probability of claim occurring
- Expected Claim Amount
- Average expected claim amount
- Worst Case Claim
- Maximum possible claim amount
- Reinsurance Coverage
- Percentage covered by reinsurance
How this is calculated
Formula
Expected Loss = Probability × Claim AmountWorked example, using the default values
- Identify Input Parameters6 parametersPolicy Value = 500000, Annual Premium = 10000, Probability of Claim = 2, Expected Claim Amount = 50000, Worst Case Claim = 500000, Reinsurance Coverage = 0 = 6 input(s) provided
- Calculate Expected LossExpected Loss1000 = $1,000
- Calculate Underwriting ProfitUnderwriting Profit9000 = $9,000
- Calculate Profit MarginProfit Margin90 = 90%
- Calculate Risk-Adjusted PremiumRisk-Adjusted Premium1020 = $1,020
- Calculate Capital RequirementCapital Requirement50000 = $50,000
Engine last updated . Checked against 2 independently-derived tests — how we verify calculators. Built by Paul Gunder, a software engineer, not a licensed financial, medical, or legal professional.
Frequently Asked Questions
Why doesn't Annual Premium affect Risk-Adjusted Premium?
Risk-Adjusted Premium is built entirely from Expected Loss and Risk Score, both of which are independent of Annual Premium -- it represents an estimate of what the premium should be given the underlying risk, not a function of what's currently being charged. Comparing Risk-Adjusted Premium against your entered Annual Premium is exactly how you'd use this output: a large gap between them suggests the current premium may be under- or over-priced relative to the modeled risk.
What does Risk Score actually measure?
Risk Score (0-100) combines Probability of Claim with how large Worst Case Claim is relative to Policy Value. It's designed to surface tail risk that Expected Loss alone can miss -- two policies can have identical Expected Loss but very different Risk Scores if one has a Worst Case Claim that could nearly exhaust the full Policy Value while the other's worst case is comparatively modest.
How does Reinsurance Coverage affect Capital Requirement?
Reinsurance Coverage is the percentage of the worst-case claim ceded to a reinsurer, so it directly lowers what the insurer itself must hold in reserve -- Capital Requirement is 10% of Worst Case Claim after subtracting the ceded percentage, not 10% of the gross figure. This mirrors real insurance practice: capital requirements are set against retained risk, since a reinsurer -- not the primary insurer -- is on the hook for the ceded share of a large claim.
Why doesn't Policy Value or Worst Case Claim affect Underwriting Profit?
Underwriting Profit is simply Annual Premium minus Expected Loss, and Expected Loss depends only on Probability of Claim and Expected Claim Amount -- Policy Value and Worst Case Claim never enter that calculation. Those two inputs instead drive Risk Score, Net Exposure, and Capital Requirement, which describe tail risk and reserve needs rather than the expected profit on an average-outcome basis.
What's the difference between Risk Exposure and Projected Loss Ratio?
Risk Exposure (Tail Spread) is Worst Case Claim minus Expected Claim Amount -- a dollar figure showing how much worse the worst case is than the average case. Projected Loss Ratio is a percentage, Expected Loss divided by Annual Premium, showing how much of the premium the insurer expects to pay back out in claims on average. One measures tail severity in dollars; the other measures average pricing adequacy as a ratio.
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