Commissioned Research
Top 10 Best Air Conditioning Sizing Software of 2026

GITNUXSOFTWARE REVIEW

Construction Infrastructure

Top 10 Best Air Conditioning Sizing Software of 2026

Compare air conditioning sizing software tools for HVAC load calculations, including RHVAC and other options for system sizing decisions.

20 min readUpdated Editorially scoped research
How we ranked these tools
01Editorial Scope

Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.

02Source Research

Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.

Read our full methodology →

Framework: Features 40% · Ease 30% · Value 30%

Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy

Air conditioning sizing software turns building and room data into heat load and equipment sizing outputs that can support engineering decisions and documentation. This comparison helps evaluators weigh automation depth, calculation coverage, and exportable results across residential and commercial workflows without relying on one manual method.

RHVAC is the best pick for HVAC contractors who need consistent room-by-room cooling loads feeding zone and duct planning, since its room-to-zone organization keeps assumptions aligned across the reports, while CoolCalc fits estimators who want quick air-flow-aware re-runs during schematic iterations thanks to airflow outputs built for fast redesign.

Editor’s top 3 picks

Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.

Editor pick
1

RHVAC

Room-to-zone organization that keeps cooling assumptions aligned across equipment and duct planning reports.

Best for: Fits when HVAC contractors need consistent room cooling loads feeding zone and duct planning.

2

Carmel Software HVAC Load Calculation

Editor pick

Workbook-style calculation workflow that prioritizes repeatable input control and tabular report outputs.

Best for: Fits when teams run repeatable load estimates from standardized worksheets without heavy system automation.

3

CoolCalc

Editor pick

Cooling calculations with built-in airflow outputs designed for fast re-runs during schematic scoping changes.

Best for: Fits when teams need repeatable air conditioning sizing iterations with estimator-friendly outputs.

Comparison Table

1
RHVACBest overall
vertical specialist
9.5/10
Overall
2
8.7/10
Overall
3
8.6/10
Overall
4
vertical specialist
8.4/10
Overall
5
8.2/10
Overall
6
SMB
7.9/10
Overall
7
vertical specialist
7.6/10
Overall
8
7.0/10
Overall
9
enterprise
6.9/10
Overall
10
6.5/10
Overall
#1

RHVAC

vertical specialist

Residential HVAC software for heating and cooling load calculations and equipment selection.

9.5/10
Overall
Features9.5/10
Ease of Use9.5/10
Value9.5/10
Standout feature

Room-to-zone organization that keeps cooling assumptions aligned across equipment and duct planning reports.

RHVAC fits teams that need consistent cooling load math across many rooms, then want the results organized for zone and equipment decisions. The workflow emphasizes structured room inputs, repeatable scenarios, and outputs that can be carried into duct system planning and equipment sizing. It is a strong choice when project work depends on documenting design assumptions and producing results in a form multiple stakeholders can use.

The main tradeoff is that the output value depends on how well teams maintain input standards, including design temperature assumptions and occupancy-related inputs. RHVAC works best when a contractor or design group has a defined data entry process and needs multiple calculation runs per building, rather than one-off estimations.

Pros
  • +Repeatable cooling load runs for room collections
  • +Outputs structured for zone rollups and equipment sizing inputs
  • +Consistent documentation for handoff-ready reporting
  • +Supports duct planning workflows tied to calculated airflow needs
Cons
  • –Input discipline is required for accurate, consistent outcomes
  • –Workflows are less suited to quick estimates with minimal data
Use scenarios
  • Residential HVAC contractors

    Room-by-room cooling load analysis for a home

    Whole-house and room targets

  • HVAC engineers and installers

    Zone totals that drive equipment capacity matching

    Zone totals for sizing

Show 1 more scenario
  • HVAC contractors and duct designers

    Duct system planning from airflow needs

    Airflow inputs for duct design

    Teams translate calculated cooling results into airflow planning information for duct distribution work.

Best for: Fits when HVAC contractors need consistent room cooling loads feeding zone and duct planning.

#2

Carmel Software HVAC Load Calculation

vertical specialist

Suite of Manual J residential and light commercial load calculation apps across web and mobile platforms.

8.7/10
Overall
Features8.7/10
Ease of Use8.7/10
Value8.7/10
Standout feature

Workbook-style calculation workflow that prioritizes repeatable input control and tabular report outputs.

Carmel Software HVAC Load Calculation fits when an estimating workflow depends on controllable input assumptions and repeatable calculation runs. Room-by-room inputs can be entered to reflect envelope properties and interior conditions, then totals are produced for equipment capacity matching and airflow requirements. Output reporting is geared toward handoff, with tabular results that can be reused for proposal revisions without rebuilding the whole model.

A practical tradeoff is that the workbook approach depends on disciplined data entry, because there is less guardrailing than in systems that enforce step-by-step guided setup. The best fit appears in project teams that already have standard spreadsheets for assumptions and want the calculation engine to stay consistent across estimates.

Pros
  • +Worksheet-driven inputs support consistent assumptions across similar projects
  • +Tabular calculation outputs support proposal and handoff document workflows
  • +Enables faster iteration when envelope and indoor design inputs change
  • +Equipment sizing results align with estimator style reporting
Cons
  • –More manual data entry compared with guided sizing tools
  • –Limited evidence of deep integration or automated API-based handoffs
  • –Collaboration governance features are harder to infer for multi-user teams
  • –Model versioning discipline is needed when assumptions evolve
Use scenarios
  • HVAC estimators and contractors

    Produce consistent cooling load estimates

    Faster estimate revisions

  • Design engineers

    Iterate envelope and indoor conditions

    Stable design outputs

Show 1 more scenario
  • Small HVAC design teams

    Document load calculations for handoff

    Clean deliverable formatting

    Generates report-ready tables to support internal review and client documentation.

Best for: Fits when teams run repeatable load estimates from standardized worksheets without heavy system automation.

#3

CoolCalc

SMB

Residential HVAC software for room-by-room load calculations and system design.

8.6/10
Overall
Features8.6/10
Ease of Use8.6/10
Value8.6/10
Standout feature

Cooling calculations with built-in airflow outputs designed for fast re-runs during schematic scoping changes.

CoolCalc fits early design scoping because it can regenerate cooling loads and related airflow figures after envelope and room assumption changes without forcing a heavyweight modeling process. The tool’s output set targets practical downstream decisions like duct sizing iterations and equipment capacity matching evidence for review meetings. This model-driven workflow aligns with teams that need cooling load outputs they can re-run repeatedly during schematic design.

A notable tradeoff is that deeper control of geometry-driven airflow behavior and advanced HVAC system configuration is not its primary strength compared with tools that center full system design. CoolCalc works best when assumptions change frequently and the goal is consistent recalculation and clear load documentation for equipment conversations.

Pros
  • +Worksheet-style cooling inputs support rapid design iteration cycles
  • +Airflow-oriented outputs help connect loads to duct planning discussions
  • +Room-level outputs support focused equipment selection reviews
  • +Recalculation after envelope changes supports consistent scoping tradeoffs
Cons
  • –Limited depth for complex system configuration versus system-design focused tools
  • –Finer-grained airflow modeling can require external methods for detailed checks
  • –Document formatting flexibility may lag specialized reporting workflows
Use scenarios
  • Residential HVAC designers

    Run duct and air-distribution iterations

    Airflow-oriented early distribution decisions

  • HVAC contractors

    Support equipment selection reviews

    Load evidence for equipment sizing

Show 1 more scenario
  • Retrofit design teams

    Analyze envelope change impacts

    Clear view of requirement shifts

    Recalculate cooling loads after insulation, window, or assembly updates to compare design tradeoffs.

Best for: Fits when teams need repeatable air conditioning sizing iterations with estimator-friendly outputs.

#4

Right-Suite Universal

vertical specialist

Residential HVAC design software for load calculations, equipment selection, and duct design.

8.4/10
Overall
Features8.4/10
Ease of Use8.5/10
Value8.3/10
Standout feature

Duct layout coordination that carries sizing decisions through to drawing and handoff outputs.

Right-Suite Universal supports air conditioning sizing workflows that connect multi-room load decisions to duct and equipment selection choices. It takes room-by-room inputs for residential and light-commercial projects and produces sizing outputs that reflect coordinated room demand. The tool includes duct coordination features that keep routing and air-side sizing consistent with plan intent. It is geared toward projects that require the same air-side assumptions to carry from early layout work through final documentation.

Pros
  • +Coordinates duct layout decisions with room-level sizing outputs
  • +Produces repeatable calculation and documentation packages for handoff
  • +Supports residential and light-commercial equipment selection workflows
  • +Enables replacement system design using existing-home measurements
Cons
  • –Workflow setup can take time for consistent multi-room inputs
  • –Some advanced modeling tasks depend on specific project configuration
  • –Document formatting customization can feel slower than calculator-only tools
  • –Large projects may require careful data hygiene to avoid rework
Use scenarios
  • HVAC contractors and duct designers

    Multi-room duct routing with sizing

    Coordinated duct layouts and drawings

  • Mechanical designers

    Equipment selection from calculated loads

    Documented equipment selections

Show 2 more scenarios
  • Residential HVAC contractors

    Replacement design from existing data

    Room-based replacement system design

    Contractors build replacement designs from room measurements or traced plans and then select equipment.

  • Light-commercial HVAC design teams

    Submittal documentation for smaller commercial

    Repeatable submittal packages

    Teams document loads, air distribution, and drawings into repeatable calculation packages for submittals.

Best for: Fits when HVAC teams need connected duct routing and equipment sizing deliverables for multi-room projects.

#5

System Designer

SMB

Goodman's online HVAC system design tool for residential equipment selection and load-based sizing.

8.2/10
Overall
Features8.2/10
Ease of Use8.2/10
Value8.2/10
Standout feature

Assumption-driven worksheets that link entered inputs to the resulting system and distribution outputs.

System Designer performs air conditioning load calculations and produces HVAC system and duct sizing outputs from entered building and equipment inputs. It emphasizes an engineering workflow with calculation worksheets, results summaries, and configurable system-level assumptions rather than a pure estimator-first takeoff flow.

Pros
  • +Calculation worksheets keep assumptions visible across sizing steps
  • +Configurable system parameters support repeatable design runs
  • +Design outputs compile into handoff-friendly documents
  • +Room-level inputs feed through to equipment and airflow results
Cons
  • –Workflow feels engineering-led compared with quick estimator tools
  • –Automation and API access are limited versus tools built for integration
  • –Managing large projects can require more manual setup discipline
  • –Result customization depends heavily on understanding the output structure
Use scenarios
  • HVAC design engineers

    Documented system sizing for submittals

    Consistent handoff packages

  • Mechanical contractors

    Room-by-room analysis for duct sizing

    Tighter equipment-airflow alignment

Show 2 more scenarios
  • Engineering consultants

    Repeatable design scenarios

    Faster iteration cycles

    Teams manage system assumption sets to rerun designs and compare outcomes across iterations.

  • Estimator support staff

    Translate design assumptions into quotes

    Lower rework on assumptions

    Support staff use formatted results to extract sizing outputs that match the documented calculation basis.

Best for: Fits when engineering teams need assumption-controlled HVAC sizing outputs for documented handoffs.

#6

H2X

SMB

Cloud-based HVAC design software that automates duct and pipe sizing, heat loss, and flow calculations from floor plans.

7.9/10
Overall
Features7.9/10
Ease of Use7.9/10
Value7.9/10
Standout feature

Workflow-driven project setup that reuses cooling design assumptions across revisions.

H2X fits HVAC contractors and engineering teams that need cooling sizing work backed by H2X’s engineering workflow and calculation controls rather than just a calculator. The product centers on room-by-room cooling calculations, then drives equipment and duct sizing outputs used in design and handoff packages.

Pros
  • +Room-level cooling modeling with workflow-oriented inputs and outputs
  • +Project reuse supports scenario iteration without rebuilding calculations
  • +Duct and equipment sizing outputs organized for design handoff
  • +Engineering-focused calculation steps for controlled assumption management
Cons
  • –Requires disciplined project setup to keep assumptions consistent
  • –Automation depth is limited compared with tools that offer fuller API surfaces
  • –Learning curve rises with multi-stage workflow configuration
  • –Output customization can feel constrained for bespoke report formats
Use scenarios
  • HVAC contractors

    Residential cooling load and sizing

    Faster revisions across estimates

  • Mechanical engineers

    Design cooling for multi-zone buildings

    Consistent handoff packages

Show 1 more scenario
  • Design-build estimators

    Scenario comparison for equipment changes

    Quicker proposal iteration

    Estimators reuse project inputs to test equipment capacity and airflow impacts while keeping the calculation basis steady.

Best for: Fits when HVAC design teams need controlled, repeatable cooling calculations and sizing outputs for document-ready handoff.

#7

Kwikmodel

vertical specialist

3D HVAC duct design software with built-in load calculation for residential system layout and airflow sizing.

7.6/10
Overall
Features7.6/10
Ease of Use7.6/10
Value7.6/10
Standout feature

Direct export of worksheet-based sizing results for quick proposal handoff.

Kwikmodel is an air conditioning sizing calculator that distinguishes itself by producing sizing outputs directly from an input sheet style workflow, which favors repeatable estimates over heavy modeling. It supports cooling calculations with room-by-room inputs, then generates equipment sizing results that can be carried into estimating and proposal documentation.

Pros
  • +Worksheet-driven input flow speeds repeat estimate iterations
  • +Room-by-room inputs make it easier to compare variants
  • +Exports structured sizing outputs for proposal document assembly
  • +Clear separation between input fields and calculated equipment results
Cons
  • –Duct design depth is limited versus dedicated duct design tools
  • –Does not emphasize advanced zoning analysis workflows
  • –Data reuse across projects depends on manual input discipline
  • –Governance features like audit logs or RBAC are not prominent
Use scenarios
  • HVAC estimating teams

    Rapid equipment sizing for bid revisions

    Faster quote turnaround

  • Residential design contractors

    Room-by-room load inputs

    Cleaner selection decisions

Show 1 more scenario
  • Small engineering firms

    Standardized calculation workflow

    More repeatable sizing

    Firms standardize an input sheet so estimates stay consistent across projects.

Best for: Fits when contractors need fast, consistent equipment sizing outputs for estimates and revisions without heavy duct engineering.

#8

Lennox Design Tools

SMB

Web-based HVAC design tools from Lennox including load calculations and equipment selection for residential and light commercial applications.

7.0/10
Overall
Features7.0/10
Ease of Use7.0/10
Value7.0/10
Standout feature

Equipment-aware design workflow that keeps Lennox product selection coupled to calculation outputs.

Lennox Design Tools is an HVAC load and design workflow tool built around Lennox equipment modeling and documentation outputs. It supports cooling and heating design tasks used by residential and light commercial teams that need consistent sizing inputs and equipment pairing guidance.

Pros
  • +Tight alignment between calculations and Lennox equipment selection
  • +Project reports format results for customer handoff documentation
  • +Workflow-oriented inputs reduce missed steps during sizing runs
  • +Designed for repeatable design cycles in residential and light commercial work
Cons
  • –Limited generality for non-Lennox equipment design workflows
  • –Advanced customization of calculation logic can be constrained
  • –Automation and API access are not positioned for programmatic integrations
  • –Complex multi-zone scenarios may require extra manual structuring
Use scenarios
  • HVAC estimators and designers

    Generate load-based equipment selections

    Faster, consistent proposals

  • Residential contracting operations

    Standardize sizing on repeat jobs

    Lower variation across jobs

Show 1 more scenario
  • Light commercial sales engineers

    Support equipment matching documentation

    Clearer equipment scope

    Designers use the workflow to produce customer-facing calculation summaries tied to Lennox systems.

Best for: Fits when teams primarily specify Lennox equipment and need repeatable load-to-selection reports.

#9

Carrier HAP

enterprise

Hourly Analysis Program for system-level cooling and heating load calculations and energy simulation in commercial buildings.

6.9/10
Overall
Features6.9/10
Ease of Use6.9/10
Value6.9/10
Standout feature

Psychrometric evaluation of air states with mixing and coil condition checks driven by design assumptions.

Carrier HAP performs room-by-room cooling and heating load calculations and turns assumptions into zone equipment sizing inputs for mechanical design work. It supports common commercial workflows such as validating airside conditions with psychrometric steps and comparing system alternatives against a consistent set of design inputs.

Pros
  • +Room and zone load calculation workflow geared for design iterations
  • +Psychrometric process evaluation using selectable air state and mixing steps
  • +Project assumption reuse supports consistent load bases across cases
  • +Output formats designed for equipment-ready zone load reporting
Cons
  • –Best results depend on careful configuration of design input assumptions
  • –Workflow depth is narrower than tools that combine duct design and load sizing
Use scenarios
  • HVAC engineers and designers

    Room-by-room air conditioning sizing

    Equipment-ready zone load results

  • Mechanical design teams

    Compare system alternatives

    Consistent sizing basis

Show 2 more scenarios
  • HVAC airside designers

    Evaluate psychrometric processes

    Visual justification of air conditions

    Engineers check air states and coil conditions to align design assumptions with airside outcomes.

  • Commercial HVAC engineering teams

    Standardize code-oriented assumptions

    More consistent sizing assumptions

    Teams keep calculation practices consistent across design cases using controlled input parameters.

Best for: Fits when mechanical teams need consistent room-level load calculations and repeatable airside evaluation outputs.

#10

Trane TRACE 3D Plus

enterprise

Trane's building energy and load analysis platform for sizing commercial HVAC equipment and comparing design alternatives.

6.5/10
Overall
Features6.5/10
Ease of Use6.5/10
Value6.5/10
Standout feature

Three-dimensional routing geometry for ductwork sizing tied to the modeled building layout.

Trane TRACE 3D Plus supports HVAC sizing and review workflows for teams that need room and system modeling tied to Trane equipment design intent. It calculates cooling load conditions by building a 3D space and model-based assumptions that feed load outputs, then carries those results into duct and equipment selection contexts. Documentation exports focus on consistent assumptions and repeatable reports for submittal packages and internal design review.

Pros
  • +3D space modeling links geometry to load and layout assumptions
  • +Model-driven reporting helps standardize room-to-room outputs
  • +Ductwork sizing supports three-dimensional routing geometry
  • +Equipment selection can be reviewed against modeled requirements
Cons
  • –Requires disciplined model setup to keep assumptions aligned across outputs
  • –Output workflows skew toward documentation and review over interactive exploration
Use scenarios
  • Commercial designers

    Room-by-room cooling sizing for zoning

    Zone-level sizing-ready outputs

  • HVAC engineering teams

    Duct design with routing geometry

    Consistent duct sizing and geometry

Show 2 more scenarios
  • Equipment selection specialists

    AHU options aligned to loads

    Equipment match to design intent

    Designers evaluate air handling units against modeled design conditions and output review materials.

  • Project documentation teams

    Submittal-ready assumption and results

    Repeatable documentation packets

    Teams produce structured load, equipment, and system reports for coordination and project handoff.

Best for: Fits when Trane-focused teams need consistent room, duct, and equipment sizing reports for handoff.

Conclusion

After evaluating 10 air conditioning sizing software, RHVAC stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.

Our Top Pick
RHVAC

Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.

Frequently Asked Questions About Air Conditioning Sizing Software

Which tools handle room-by-room cooling calculations with consistent design conditions and output for handoff?
Carrier HAP and System Designer both run room-by-room cooling load calculations and then format results for mechanical design handoff. H2X also uses room-by-room cooling inputs and produces report-style outputs that keep assumptions consistent across revisions for document packages.
How does worksheet-style sizing differ from 3D-based modeling when preparing duct and equipment recommendations?
Kwikmodel and CoolCalc both center on worksheet-style inputs that drive equipment sizing outputs quickly for estimator or schematic changes. Trane TRACE 3D Plus ties cooling load conditions to a 3D space model, so duct and equipment outputs inherit geometry-driven assumptions rather than worksheet-only inputs.
When do engineers prefer psychrometric evaluation workflows instead of single-step cooling load outputs?
Carrier HAP includes psychrometric evaluation of air states with mixing and coil condition checks driven by design assumptions. System Designer can produce configurable system-level assumptions, but it does not replicate HAP’s explicit psychrometric air state workflow in the same way.
What breaks if a team mixes spreadsheet assumptions with tool outputs without a controlled data model and configuration governance?
RHVAC and H2X both focus on repeatable calculation runs and consistent report formatting, so assumption drift shows up as mismatched room-to-zone planning. Carmel Software HVAC Load Calculation uses workbook-style inputs and tabular outputs, so inconsistent worksheet conventions can silently change cooling totals even when the export format stays the same.
Which tools support extensibility through project templates, reusable assumption sets, or scenario-driven revisions?
H2X emphasizes multi-step project setup that reuses cooling design assumptions across scenarios and revisions. RHVAC highlights shared libraries of design conditions and standardized assumptions across projects, which functions like a template and reuse layer for repeatable runs.
How do duct coordination workflows affect the accuracy of airflow requirement and external static pressure assumptions?
Right-Suite Universal ties room-by-room sizing decisions to duct routing and final HVAC air-side layout, which helps keep airflow decisions aligned with plan intent. System Designer produces duct and distribution outputs from configurable system-level assumptions, but it relies on the entered system design context for external static pressure and duct friction loss inputs.
When should teams choose equipment-aware workflows instead of generic load calculators for equipment capacity matching?
Lennox Design Tools couples sizing workflows to Lennox equipment documentation outputs, so equipment capacity matching stays aligned with the equipment pairing context. Carmel Software HVAC Load Calculation focuses on repeatable worksheet modeling and tabular sizing numbers, so equipment selection consistency depends more on how downstream selection is performed.
What integration work is typically required to connect sizing outputs with downstream estimating, estimating handoff, or document assembly workflows?
Kwikmodel and CoolCalc generate structured worksheet outputs that are designed for estimator handoff, which reduces manual transcription into estimating workflows. Trane TRACE 3D Plus and Right-Suite Universal deliver export-oriented report packages tied to modeled or coordinated geometry, so integration work often centers on importing those deliverables into drawing and submittal document assembly.
How should teams approach security and admin controls when multiple drafters need consistent assumptions across projects?
RHVAC emphasizes administration and governance for shared libraries of design conditions and standardized assumptions across projects, which supports consistent outputs across multiple users. H2X focuses on controlled project setup and reuse of cooling design assumptions, so role-based changes to inputs should be governed through the project workflow rather than ad hoc edits.

How to Choose the Right Air Conditioning Sizing Software

We pick air conditioning sizing software based on how reliably it handles the inputs and math behind a load result. The biggest separator is usually design data completeness and the traceability of the generated report.

Design input data completeness

Why it matters

Design input data completeness matters because sizing is only as defensible as the weather, building, and system assumptions you feed in. If the workflow forces you to guess or omit key fields, results can swing without you seeing why.

How to check

In a demo, pick a sample building type and try to reproduce the same project twice, once with full inputs and once leaving common fields blank. Ask the tool to show which assumptions it filled automatically and whether you can override them.

Load result report traceability

Why it matters

Load result report traceability matters because you need to audit how the tool got from inputs to sensible and latent outputs and final equipment recommendations. Without clear audit trails, you can’t correct the inputs confidently.

How to check

Generate a report and check whether it lists the key intermediate drivers and links each driver back to an input field. Then change one assumption (like an occupancy schedule or envelope value) and verify the downstream changes are clearly explained.

Calculation method transparency

Why it matters

Calculation method transparency matters when two tools disagree: you need to know what calculation paths they used, and what defaults they apply when inputs are missing. Clear visibility reduces rework with reviewers and installers.

How to check

Look for a documentation view that states what calculation models are used for cooling and heating portions. In the UI, trace one output component to the specific method notes, not just a final number.

Equipment selection rules alignment

Why it matters

Equipment selection rules alignment matters because the software’s recommendation can differ depending on matching logic and whether it supports realistic staging. If selection logic is opaque, your “sizing” becomes guesswork.

How to check

On the same project, run equipment sizing with the same target loads but toggle any available matching or staging options. Confirm the recommended capacities and counts change in a way that matches the rule labels in the interface.

Airflow and duct output quality

Why it matters

Airflow and duct output quality matters because many downstream design choices depend on whether airflow, pressure losses, and duct performance are consistent with the selected equipment. Poor outputs can force manual correction outside the tool.

How to check

Use the demo’s duct or system options to produce airflow-related outputs and pressure loss statements. Export results and compare whether airflow and pressure-loss numbers remain consistent after small input changes.

Automation and API for reuse

Why it matters

Automation and API matter when we need to reuse project templates, run batches, or connect outputs to other workflows without re-entering everything. The deeper the automation surface, the more control we keep across revisions.

How to check

Ask what can be automated: project import/export formats, batch runs, and whether an API or webhook exists. Then request a scripted or repeatable workflow demo that takes one model file and returns updated sizing outputs.

Red flags

  • Reports show only totals with no trace back to the inputs.
  • The tool silently fills many assumptions you can’t review or change.
  • Equipment or duct outputs change drastically without any visible rule explanation.

Fit by situation

  • If our team often starts from incomplete project details, prioritize design input data completeness.
  • If we expect reviewers to ask “why this number,” prioritize Load result report traceability.
  • If we run many revisions or standard templates, prioritize Automation and API for reuse.
Commissioned Research

Funding and competing interests

This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.

They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.

Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →

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