The tax line is not the seller’s bill
In an acquisition-value state the assessment resets on sale. The listing prints the seller’s tax, which may reflect a basis set decades ago; the buyer pays on the price. The engine computes the reassessed figure and shows the delta as its own row.
Insurance is a quote, not a rate
Carriers do not publish a national average that applies to a specific house. The seeded figure is a starting point, and the page says so. Replace it with the quote you were given, because that is the only number the escrow will use.
Reserves are a hazard, not a percentage
The one-percent rule assumes every system in the house is the same age. It is not. The reserve row comes from the same wear-out model the sinking-fund engine uses, so the age of the roof and the furnace change the monthly cost.
What it ran
outflow = (P + I) + T_reassessed + I_indexed + HOA + M_predictive
T_reassessed = price × effective rate / 12
HOA = dues + (reserve funding < 70% ? assessment / 36 : 0)
M_predictive = Σ(replacement × hazard) / 12
Coverage
Eight jurisdictions are modelled: Texas, California, Cook and non-Cook Illinois, Ohio, Georgia, New York municipalities and Montgomery County, Maryland. Elsewhere the engine refuses rather than substituting a national average.