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·2 min read·WildFireCost Team

Los Angeles County, CA vs Orange County, CA vs Riverside County, CA: 10-year wildfire hardening comparison at $500,000.00 replacement value

wildfirecounty-comparisonhardening
WT

WildFireCost Team

Wildfire Risk Analyst

Orange County, CA has the highest modeled hardening NPV: -$15,403.50. The margin to the next option is $12,043.50. Every compared package has negative NPV over this horizon. This orders county model estimates, not property safety or investment suitability.

The same home scenario in each county

Each county uses 2000 square feet, $2,500.00 current annual premium, $500,000.00 replacement value and 10 years. Only the county changes. All columns come from one native compare response. The table shows the exact returned figures, including each alternative, the winning value and the margin. A higher modeled NPV does not mean a county is safer. Higher modeled avoided losses can reflect greater modeled fire exposure.

Read the estimates within their limits

Burn probability is a county mean over wildfire-exposed land, not the probability of loss for a particular home. Risk percentile is a national rank, never an annual probability. Dollar figures are model outputs, not contractor quotes, measured losses or guaranteed insurance discounts. Total annual savings combines modeled avoided loss and insurance savings. The native compare route uses its own regional assumptions. County reports can return different totals; these are compare-route estimates and must not be mixed with county-route estimates. The API supplies no calculation sample size or statistical uncertainty for the package NPV. Source collection dates for cost and insurance assumptions are unavailable; retrieval time is not source vintage. The risk source is the USFS 2026 county summary; package sample size is UNAVAILABLE.

The displayed numbers are the native comparison API's outputs. The article does not derive annual probability from a percentile or replace unavailable values with zero. The source gives no package uncertainty interval, so a numerical winner is not evidence of a statistically meaningful difference.

Open a county in the calculator

Open Los Angeles County, CA with these inputs

Open Orange County, CA with these inputs

Open Riverside County, CA with these inputs

Each county link carries that county and all shared inputs. The deployed calculator opens one county at a time and currently uses its numeric defaults rather than reading numeric URL parameters. Those defaults match this comparison. Its county route can use different regional assumptions, so it is not a reproduction of the native compare estimate.

More wildfire comparisons and WildFireCost provide the next steps. Inspect the native comparison response; full economics may require your own product key.

Calculation provenance

Los Angeles County, CA: USFS Wildfire Risk to Communities V2, 2026 county summary; Risk summary: 2026; cost/insurance vintage unavailable; sample size UNAVAILABLE. Orange County, CA: USFS Wildfire Risk to Communities V2, 2026 county summary; Risk summary: 2026; cost/insurance vintage unavailable; sample size UNAVAILABLE. Riverside County, CA: USFS Wildfire Risk to Communities V2, 2026 county summary; Risk summary: 2026; cost/insurance vintage unavailable; sample size UNAVAILABLE. Retrieval times and response hashes are shown separately from source vintage.

Calculation data

Orange County, CA has the highest modeled hardening NPV: -$15,403.50. The margin to the next option is $12,043.50. Every compared package has negative NPV over this horizon. This orders county model estimates, not property safety or investment suitability.

Exact calculation inputs
InputValue
home_sqft2000
current_premium2500
replacement_value500000
ownership_horizon10
Same shared inputs, one live API receipt per option
MeasureLos Angeles County, CAOrange County, CARiverside County, CA
National risk-to-structures percentile (percentile)9910099
County annual burn probability (fraction)0.0104821550.0171452160.014419838
Hardening package cost (USD)952199521995219
Modeled annual total savings (USD)4352.896897.3300000000015856.58
Modeled package NPV (USD)-44847.61-15403.5-27447
Simple package payback (years)21.913.816.3
Discount rate (fraction)0.04250.04250.0425
Insurance inflation assumption (fraction)0.070.070.07
Regional cost multiplier (ratio)111
Distance from winning value (USD)29444.11012043.5
DecisionAlternative valueWinning valueAlternative value

Winner: Orange County, CA. Objective: maximize. Margin to next option: 12043.5 USD. Assumption: Compare the same modeled hardening package by highest NPV; negative NPV means modeled benefits do not recover its cost over the selected horizon.

winner
county-06059
objective
maximize
metric
total_npv

Source and assumptions

  • One authenticated native GET comparison supplies every column. Each option receipt identifies its county within that same response; the response does not echo FIPS codes.
  • All options use the same submitted home size, insurance premium, replacement value and ownership horizon. The API does not echo every input; input identity is the request, not a second observation.
  • Burn probability is a county mean over wildfire-exposed land, not the probability of loss for a particular home. Risk percentile is a national rank, never an annual probability.
  • Dollar figures are model outputs, not contractor quotes, measured losses or guaranteed insurance discounts. Total annual savings combines modeled avoided loss and insurance savings.
  • The native compare route uses its own regional assumptions. County reports can return different totals; these are compare-route estimates and must not be mixed with county-route estimates.
  • The API supplies no calculation sample size or statistical uncertainty for the package NPV. Source collection dates for cost and insurance assumptions are unavailable; retrieval time is not source vintage.
Source record 1

Los Angeles County, CA. Data layer: WildFireCost county risk and hardening model. Source: USFS Wildfire Risk to Communities V2, 2026 county summary. Vintage: Risk summary: 2026; cost/insurance vintage unavailable. Sample size: UNAVAILABLE.

Fetched: 2026-10-04T08:45:04.419Z

Source updated: Unreported

Cache: Unreported

Response SHA-256b2ce790a1ded70747bebf84da4d6b853cd47c2d137ead7e9629ffadae16eae3a
Source record 2

Orange County, CA. Data layer: WildFireCost county risk and hardening model. Source: USFS Wildfire Risk to Communities V2, 2026 county summary. Vintage: Risk summary: 2026; cost/insurance vintage unavailable. Sample size: UNAVAILABLE.

Fetched: 2026-10-04T08:45:04.419Z

Source updated: Unreported

Cache: Unreported

Response SHA-256b2ce790a1ded70747bebf84da4d6b853cd47c2d137ead7e9629ffadae16eae3a
Source record 3

Riverside County, CA. Data layer: WildFireCost county risk and hardening model. Source: USFS Wildfire Risk to Communities V2, 2026 county summary. Vintage: Risk summary: 2026; cost/insurance vintage unavailable. Sample size: UNAVAILABLE.

Fetched: 2026-10-04T08:45:04.419Z

Source updated: Unreported

Cache: Unreported

Response SHA-256b2ce790a1ded70747bebf84da4d6b853cd47c2d137ead7e9629ffadae16eae3a

Questions about this comparison

Which county has the strongest modeled result?

Orange County, CA has the highest modeled hardening NPV: -$15,403.50. The margin to the next option is $12,043.50. Every compared package has negative NPV over this horizon. This orders county model estimates, not property safety or investment suitability.

Are the inputs identical across counties?

Each county uses 2000 square feet, $2,500.00 current annual premium, $500,000.00 replacement value and 10 years. Only the county changes. All columns come from one native compare response.

What do the numbers mean, and what is unavailable?

Burn probability is a county mean over wildfire-exposed land, not the probability of loss for a particular home. Risk percentile is a national rank, never an annual probability. Dollar figures are model outputs, not contractor quotes, measured losses or guaranteed insurance discounts. Total annual savings combines modeled avoided loss and insurance savings. The native compare route uses its own regional assumptions. County reports can return different totals; these are compare-route estimates and must not be mixed with county-route estimates. The API supplies no calculation sample size or statistical uncertainty for the package NPV. Source collection dates for cost and insurance assumptions are unavailable; retrieval time is not source vintage. The risk source is the USFS 2026 county summary; package sample size is UNAVAILABLE.

How can I change these inputs?

Each county link carries that county and all shared inputs. The deployed calculator opens one county at a time and currently uses its numeric defaults rather than reading numeric URL parameters. Those defaults match this comparison. Its county route can use different regional assumptions, so it is not a reproduction of the native compare estimate.

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