How the numbers are computed
This page is the whole recipe. The calculator has no black box: every figure it shows comes from public weather data, the physics described below, and the inputs you give it. Where we assume something, the page says so; where the honest answer is "an upgrade isn't worth it for you," the calculator says that too.
The weather layer
The engine runs on typical-year weather for 2,684 US stations, derived from TMYx typical-meteorological-year files (2009–2023 period) assembled from NOAA/NCEI Integrated Surface Database observations, with ERA5 reanalysis gap-fill. For each station we reduce the 8,760-hour year to a table of hours spent at each outdoor temperature (1°F bins), with the coincident outdoor moisture for each bin. We publish only these derived hour-count tables — meteorological facts computed from the public record — never the source files themselves.
Your zip code is matched to the nearest station by distance from the zip's Census-defined population centroid. We deliberately show the analysis for "near {your city}" rather than naming the station. If no station lies within 150 miles of a zip (a handful of remote areas), the calculator says so instead of quietly using far-away weather.
The cooling model
Cooling load is computed with the bin-hour method: for every temperature bin above the house's cooling balance point, the load is proportional to the temperature difference. How big that load is comes from the system you described, and here this calculator parts ways with most others. The usual assumption is that the installed equipment exactly meets the house on a design day. Installed systems do not work that way: measured runtime from 5,014 smart-thermostat homes (Kim et al. 2025) puts real installs at about 1.4 times the design-day load, and shows the design day itself running well above 95 °F across the desert Southwest and much of Texas. This calculator uses both facts, so the hours and dollars it prints are calibrated to measured runtime rather than to a nameplate. A calculator that skips this overstates every absolute dollar figure by roughly a third. The percentage saving between two systems does not depend on it, which is why other calculators can be right about the percentage and high on the dollars. Each bin's load is then divided by the equipment's efficiency at that condition — not the single sticker number. The model applies:
- SEER2 → EER2 conversion and an off-design correction, so hot afternoons are priced at the efficiency the unit actually delivers in them;
- part-load behavior by compressor class (single-stage, two-stage, variable), which also sets how much of the moisture load the coil removes per running hour;
- age-related degradation on the existing unit (compressors and coils lose capacity and efficiency with wear; the estimate halves if you tell us it's been serviced regularly). New-equipment ratings are taken at sticker.
The heating model
Heating uses the same bin-hour framework below the heating balance point, calibrated from your furnace's sticker size and your area's design temperature. Fuel systems are priced by AFUE with a cycling adjustment for oversized single-stage equipment; a furnace's combustion efficiency is held at its sticker rating regardless of age — unlike compressors, heat exchangers don't meaningfully lose burn efficiency, so we don't manufacture phantom savings from an "old" furnace. Heat pumps are priced with temperature-dependent COP and capacity curves (an HSPF2 rating tells us the average; the curve tells us what January costs), including auxiliary resistance heat when the heat pump can't carry the load, and dual-fuel systems switch to the furnace below the economically-correct switchover temperature (bounded by what real dual-fuel controls allow). Where a heat-pump-versus-furnace comparison is on screen, we also show the crossover temperature — the outdoor temperature at which your prices make the two equally cheap to run — because that single number explains the verdict.
Why there is no per-house humidity number
The engine does model indoor moisture: a balance between the moisture that leaks in and is generated indoors and the moisture the coil removes while the compressor runs, which depends on compressor class and part load. That balance feeds the cooling load in every dollar figure above, and it is why a variable-capacity system is credited with more dehumidification per running hour than a single-stage one.
We do not print a per-house humidity figure from it. Checked against measured indoor humidity in 56 monitored Florida homes (Florida Solar Energy Center's Phased Deep Retrofit study, 2012–2016), the model's level could be brought within a few points of measurement, but the figure people would actually read, hours a year above a comfort line, turned out to be far more sensitive to unmeasurable house-by-house details (how much condensate re-evaporates off the coil between cycles, above all) than any dollar figure on the page. A number that can honestly move by a factor of five for the same house is not a number worth printing next to one that moves by fifteen percent. The comfort case for variable-capacity equipment, lower indoor humidity, lower noise and a steadier room temperature, rests on published measurements instead, cited where it appears.
Prices
Electricity, natural gas, and heating-oil prices default to state residential averages and are always editable — a real bill beats any average. Defaults are kept current from U.S. Energy Information Administration residential price series; each release is dated in the data files. The analysis is held at today's prices over the 5/10/15-year horizons — we don't forecast energy markets, and we say so rather than hiding an escalation assumption inside the math. The numbers also assume standard, unsubsidized rates: some utilities offer discounted heating rates (dual-fuel and off-peak programs) or equipment rebates that can materially change the answer — worth one call to your utility.
How this differs from the usual savings calculator
Most SEER savings calculators on the web run the same short formula: nameplate tons, times 12,000 BTU, times a fixed count of "cooling hours" for your city, divided by the old SEER and again by the new SEER, times a flat state electricity rate. It is a fine napkin. It also has no house in it, no age on the old unit, and no way to tell you what your own habits change. Four things this tool does that that formula cannot, in the order they move the answer:
- Where you set the thermostat, and the house around it. This is the largest lever a homeowner controls, and no city-hours formula can see it. Run the same 3-ton Florida house on the same equipment at 72 °F and at 77 °F and the cooling bill is about 47 percent higher at 72; against the 75 °F default, every degree moves the bill roughly 8 percent. The effect is largest in percentage terms in mild climates and largest in dollars in hot ones. How tight the house is moves the bill about 10 percent either way, and the number of people about 5 percent. Each of these is something you know about your own home, and hourly weather at your zip replaces the single city-wide "cooling hours" number.
- Installed capacity, not nameplate hours. Multiplying tons by a city hour count assumes the unit runs at full capacity for every counted hour. Measured runtime from 5,014 smart-thermostat homes (Kim et al. 2025, cited below) puts real installs at about 1.4 times the design-day load, so the hours-times-nameplate approach overstates every kWh figure. For the Florida cities we checked, the overstatement is roughly 30 to 85 percent depending on the city preset. Our dollar figures are usually lower than other calculators' for exactly this reason.
- An old unit that is actually old. The usual formula prices your 15-year-old system at its day-one SEER. Compressors and coils lose efficiency with wear, so we degrade the existing unit by about one percent per year (halved if it has been serviced regularly). This is the single reason our percentage saving typically comes out higher than theirs while our dollars come out lower: the percentage depends only on the two efficiencies, and their old-unit efficiency is too flattering.
- Efficiency at the condition, not the sticker. A SEER2 rating is a seasonal average. We convert it to EER2, derate for hot afternoons, apply a part-load curve by compressor class (single-stage, two-stage, variable), and price each temperature bin at the efficiency the equipment delivers in it.
The consequence: the number you saw somewhere else was computed for no house in particular. At the default settings this calculator will usually land below it, because of the sizing and age items; a household that keeps the house at 72 will land near it or above it, and a household at 78 well below. That spread is not noise, it is the part of the answer that is actually yours, and it is the reason the tool asks. Every constant is on this page.
What we deliberately leave out
- Equipment and installation prices. Install quotes vary by market, access, and contractor; blending them into operating-cost math would manufacture false precision. This tool answers what a system costs to run.
- Rebates and tax incentives baked into the arithmetic. Where they exist they're real money — but they change yearly and run out mid-year, so they belong beside the math, not hidden inside it.
- Energy-price forecasts. See above.
Sources & credits
- NOAA/NCEI Integrated Surface Database — U.S. government work, public domain. The bedrock observations.
- TMYx typical-year files, climate.onebuilding.org — the assembled typical-year archive our bin tables are derived from.
- ERA5 reanalysis (Copernicus Climate Change Service) — gap-fill within the TMYx files. Contains modified Copernicus Climate Change Service information; neither the European Commission nor ECMWF is responsible for any use of it.
- U.S. Census Bureau ZCTA gazetteer — zip-to-location matching. Public domain.
- GeoNames postal-code export, geonames.org — the city name shown for your zip. Licensed CC BY 4.0.
- Kone K, Fumo N. "Dehumidification performance of a variable speed heat pump and a single speed heat pump with and without dehumidification capabilities in a warm and humid climate." Energy Reports, scholarworks.uttyler.edu/me_fac/21 — the side-by-side indoor-humidity comparison (one unit run in variable-speed, enhanced-dehumidification and conventional single-stage modes) cited in the comfort block.
- Withers C, Martin E, McIlvaine J, Chasar D, Beal D (2018). "Evaluating Moisture Control of Variable-Capacity Heat Pumps in Mechanically Ventilated, Low-Load Homes in Climate Zone 2A." DOE/EE-1702, Building America, osti.gov/biblio/1421385 — the FSEC test-house comparison and the occupied-home caveat cited in the comfort block.
- Outdoor-unit sound ratings in the comfort block are the manufacturers' published A-weighted sound power ratings per ANSI/AHRI Standard 270, taken from the product data sheets linked on each table row (Carrier, Lennox, Trane, Amana, Goodman, Daikin), read 2026-09-08.
- ASHRAE Handbook, HVAC Applications (2023), Chapter 49, Noise and Vibration Control, handbook.ashrae.org, section "Variable-Speed-Motor-Controlled Fan": the fan-law relation (sound reduction of about 50 × log of the speed ratio, in dB) behind the indoor blower noise claim in the comfort block.
- Parker D, Sutherland K, Chasar D, et al. (2016). "Phased Retrofits in Existing Homes in Florida Phase I: Shallow and Deep Retrofits." NREL/SR-5500-65327, osti.gov/biblio/1238242; and Phase II (2016), NREL/SR-5500-67009 — 56 monitored Central and South Florida homes with hourly interior temperature and humidity, the measured indoor-humidity level the sticky-hours model is being calibrated to.
- Kim Y-J, Waegel A, Hakkarainen M, Yi YK, Braham W (2025). "Understanding HVAC system runtime of U.S. homes: an energy signature analysis using smart thermostat data." Building Simulation 18(2), 235–258, doi:10.1007/s12273-024-1203-9 — the measured annual runtime and runtime-per-degree by climate zone that the sizing calibration is fitted to (5,014 homes, July 2022 to June 2023).
- U.S. Energy Information Administration — state residential energy prices. Public domain.
- Equipment ratings referenced on this site come from the AHRI certification directory; we are not affiliated with any equipment manufacturer or utility.
The honest fine print
Everything here is an estimate for planning, not a quote or a guarantee. A real home differs from any model — duct condition, sizing, installation quality, and how you actually live all move the number. The calculator's job is to get the physics and the economics right so the comparison is trustworthy; get a load calculation and a real quote before buying anything.
Built and maintained by the team at Liberty Air and Electric, a licensed Florida HVAC and electrical contractor. Weather tables rebuilt from the public archive; model constants documented in the engine source.