Aris
Talos
Validation report

The Aris thermal engine

Talos

Talos simulates a house the way weather actually happens to it: every room on its own, every hour of the year, using real weather from that address.

It finishes in seconds, in a browser tab, while the house is still being drawn. And because a simulation nobody checks is only an opinion, we publish how it does against every standard that exists to judge it.

Read the validation reportRun it yourself
SUN, WHEREIT LANDSEVERY ROOM,ITS OWN ANSWERAIR, THROUGHTHE REAL DUCTSGROUND AS GEOMETRY,NOT A LOOKUP FACTOR
8,760

hours in a year. Talos solves every one of them, in every room.

Judged against

ANSI/ASHRAE 140

The reference test suite simulation engines are measured against, built from buildings whose answers are already known.

ACCA Manual J

The load calculation the entire trade sizes heating and cooling equipment from.

RESNET Pub 002

The accreditation suite a rating tool has to pass before the scores it issues count for anything.

What it does

All of it is one engine rather than a suite of tools, and that is the whole point: the number that sizes your equipment and the number on your February bill come out of the same simulation, so they cannot quietly disagree.

Ten capabilities. Six are checked against a published standard, and the report carries what came back. Four have not been, so rather than claim a standard we do not answer to, here is how they work.

Room-by-room simulation
How warm or cool every room actually gets, hour by hour, through a full year of weather.
Validated againstANSI/ASHRAE Standard 140, the building thermal envelope and fabric load tests.
Equipment sizing
How much heating and cooling the house needs, so the equipment is neither undersized nor oversized.
Validated againstACCA Manual J, followed as a prescribed procedure rather than replaced with our own physics.
Home energy ratings
The official energy score for the house, and what that score qualifies it for.
Validated againstRESNET Publication 002-2024, run end to end as the accreditation suite specifies.
Solar and shading
Where the sun actually lands inside the house, and how much heat each window lets through.
Validated againstANSI/ASHRAE Standard 140, the window orientation, shading and glazing film series.
Ground coupling
Heat moving between the house and the ground underneath it, below slabs, crawlspaces and basements.
Validated againstThe ANSI/ASHRAE Standard 140 ground-coupling cases. That suite publishes no formal pass criteria of its own, so the marks here are ours rather than the standard's.
Domestic hot water
The energy a household spends on hot water, and the heat a hot water heat pump pulls back out of the room it stands in.
Validated againstANSI/RESNET/ICC 301. The procedure that decides how hot water energy is counted in a home energy rating.
Air exchange
Air leaking in and out of the house, the ventilation system, and the heat that rides along with it.
How it worksSolved for each room rather than averaged across the house, so a bedroom at the end of a long duct run is not credited with the whole-house average.
Duct design
How much air each vent will really get, once the ductwork as drawn is in the way.
How it worksTextbook duct pressure loss (Darcy-Weisbach) over the real duct tree, fittings as equivalent length, the fan curve intersected for an operating point, and supply and return held to flow conservation.
Hydronic design
How much hot water reaches each radiator or floor loop, and how hard the pump has to work to get it there.
How it worksOne Newton-Raphson solve over the whole circuit, so shared trunks and home-run loops come out of a single code path, checked against the analytic home-run solution and the balance a reverse-return loop is known to hold.
Equipment performance
What a heat pump can really deliver on the coldest night of the year, rather than what the brochure says.
How it worksCapacity and efficiency interpolated from measured test points, with laboratory and field evidence tracked separately so a manufacturer's claim is never silently mixed with a measurement.

Changelog

Aug 31, 2026

Talos, in public

The first public release of the engine and of the evidence behind it. At launch Talos is judged against ANSI/ASHRAE Standard 140, the building thermal envelope and fabric load tests; against ACCA Manual J, for whether the sizing procedure is followed as written; and against RESNET Publication 002-2024, the accreditation suite the industry issues home energy ratings under. The validation report publishes what came back from each of them, including the places where we do not agree yet.

Talos is the thermal engine behind Aris home comfort systems.