20 tool profiles under Engineer & Analyze, sorted by composite score.
Free, open-source EnergyPlus front-end from NREL with a SketchUp plugin, a Measures library for parametric analysis, and Radiance daylighting support.
C1 5/5 reflects the free license, C2 4/5 reflects CLI plus Python, Ruby, C++, and C# bindings, and C4 5/5 reflects OSM, IDF, gbXML, IFC, and epJSON workflows. Integrations include EnergyPlus, Revit, Radiance, URBANopt, and Rhino/Grasshopper via Honeybee; firm-size fit is solo to small-team.
Free tier Agent access: CLI / API Firm fit: Solo, Small team
SaaS whole-life-carbon data platform used by architecture and engineering firms to run rapid embodied, operational, refrigerant, and landscape carbon (LCA) assessments from concept through construction, benchmark portfolios, source low-carbon products via EPDs, and auto-generate AIA 2030 DDx compliance reports. Grew out of EHDD's in-house carbon tool (EPIC) and is separately licensed to power Autodesk Forma's Embodied Carbon Analysis feature.
A genuine free tier plus a documented REST API and native embedding inside Autodesk Forma make it an easy, low-risk way to add embodied-carbon assessment to early design, though the free tier caps out at 3 projects and paid pricing is quote-based.
Free tier + from $0 + quote Agent access: API Firm fit: Solo, Small team, Growing firm
Free open-source Grasshopper plugins for climate analysis, energy modeling, daylighting, CFD, and urban simulation, with a commercial cloud layer via Pollination.
C1 4/5 reflects the freemium model, C2 4/5 reflects the CLI plus Python and Pollination SDK surfaces, and C4 5/5 reflects HBJSON, gbXML, IDF, epJSON, .rad, IFC, and GEM workflows. Integrations include Rhino, Grasshopper, Revit, EnergyPlus, OpenStudio, IES VE, Radiance, and URBANopt; firm-size fit is solo to small-team.
Free tier Agent access: CLI / API Firm fit: Solo, Small team
Free, DOE-funded whole-building energy simulation engine with sub-hourly HVAC, lighting, and water modeling -- the engine under most commercial tools on this list.
C1 5/5 reflects the free license, C2 4/5 reflects CLI plus the Python and C APIs, and C4 5/5 reflects IDF, epJSON, gbXML, CSV, SQL, ESO, and ERR workflows. Integrations include OpenStudio, DesignBuilder, Ladybug/Honeybee, ClimateStudio, IES VE, eQUEST, and Simergy; firm-size fit is solo to small-team.
Free tier Agent access: CLI / API Firm fit: Solo, Small team
Cloud-connected building-performance and environmental-simulation platform from Ladybug Tools LLC, delivered as Rhino/Grasshopper and Revit plug-ins that build and run EnergyPlus, Radiance, and OpenStudio models from CAD/BIM geometry for daylighting, energy, and CFD analysis.
C2 4/5 reflects the documented REST API, Python SDK, and CLI, C5 5/5 reflects the Rhino, Grasshopper, Revit, EnergyPlus, Radiance, and OpenStudio ecosystem, and C4 3/5 reflects HBJSON, gbXML, IFC, IDF, and OSM coverage.
Free tier + from $1,375 Agent access: CLI / API Firm fit: Small team, Growing firm
Cloud-based AI platform for early-stage urban design, massing, and microclimate analysis.
The energy placement is limited to Forma's cloud microclimate analyses inside the site-design workflow; C2 4/5 reflects the APS API, and C5 4/5 reflects the Revit, Civil 3D, Tandem, ArcGIS, and Zoneomics integration stack.
Sub Agent access: API Firm fit: Small team, Growing firm
Whole-building simulation suite covering thermal, HVAC, daylighting, CFD, and compliance for LEED, BREEAM, and Passivhaus.
C2 3/5 reflects the VE and Apache Cloud API surface plus Python automation, and C5 4/5 reflects Revit, SketchUp, Pollination, and Rhino integrations. RF1 marks quote-only pricing, RF3 marks the proprietary GEM model format, and file exchange includes gbXML, IFC, and MIT.
Quote-only Agent access: API Firm fit: Small team, Growing firm
Hidden priceLock-in
Cloud-based building-performance analysis platform that automates energy modeling, daylight/glare analysis, embodied carbon, cost estimating, and LEED/code-compliance documentation for early-stage building design. Formerly "cove.tool," the parent company rebranded to "cove" (cove.inc) in January 2025 and now also offers an internal-only AI engine (Vitras.ai) as part of its own architecture practice, but the original cove.tool SaaS product remains live and independently purchasable.
A documented REST API and native Revit/Rhino-Grasshopper/SketchUp plugins plus open gbXML interchange make it a strong early-design energy/daylight/carbon analysis layer, but pricing is quote-only across every source checked.
Quote-only Agent access: API Firm fit: Small team, Growing firm
Hidden price
AI-native cloud-based engineering simulation platform for CFD, structural, thermal, and electromagnetic analysis; 900k+ users; explicit data center cooling product.
Cloud CFD/simulation with data center cooling specialty: ASHRAE 90.4 + EN 50600 compliance workflows. Freemium model: Community (free, 10 sims) + Professional/Teams/Enterprise (quote). Browser-based, no install. C1 3/5 (freemium entry, paid tiers quote-based); C2 3/5 (Simulation API in enterprise; Python bindings for automation); C3 4/5 (instant cloud access, tutorials, community); C4 4/5 (standard physics outputs, multi-format export); C5 4/5 (Onshape, Autodesk CFD/Inventor, RhinoCAM, CFturbo, SOLIDWORKS integrations; 900k+ users). Distinct from single-purpose DC CFD (CoolSim) by multi-physics scope and BIM/CAD integration.
Free tier + from $0 Agent access: None Firm fit: Solo, Small team, Growing firm
EnergyPlus-based building simulation software with a graphical interface for energy, daylighting, HVAC, CFD, and LEED/BREEAM compliance.
C2 3/5 reflects Python scripting, a C# API, and EnergyPlus EMS runtime scripting, while C4 4/5 reflects gbXML, IDF, and epJSON workflows. Pricing is published as a subscription, integrations include Revit, ArchiCAD, Grasshopper, MicroStation, and EnergyPlus, and firm-size fit is solo to small-team.
Sub Agent access: None Firm fit: Solo, Small team
Cloud-based GPU-accelerated CFD (Computational Fluid Dynamics) software for data center cooling design and thermal optimization -- 100% browser-based, runs most simulations in under 1 minute, models 3D airflow, temperature distribution, PUE, and cooling unit placement; integrates with EcoStruxure IT Expert live monitoring data for design-to-operations validation; marketed exclusively to data center cooling engineers and designers by APC by Schneider Electric; SKU SFTWCFD.
C1 4/5 reflects published annual pricing at $5,380, and C3 4/5 reflects browser-based deployment for small-team to growing data-center workflows. C2 2/5 reflects no confirmed Design CFD API, and C4 3/5 reflects PDF export rather than broad model exchange.
from $5,380 Agent access: API Firm fit: Small team, Growing firm
SketchUp-integrated energy and daylighting analysis plugin that runs full annual EnergyPlus and Radiance simulations without leaving the modeler.
C1 4/5 reflects published tiered subscription pricing and a trial, while RF2 and C2 1/5 reflect a GUI plugin workflow with no API, CLI, or scripting surface. The integration surface is SketchUp and Revit, and RF3 reflects the proprietary core model format.
from $119 Agent access: None Firm fit: Solo, Small team
Agent-hostileLock-in
Rhino and Grasshopper plugin for daylighting, annual glare, energy modeling, and PV analysis using a novel path-tracing Radiance engine.
C2 3/5 reflects the Grasshopper-driven parametric surface, and C5 3/5 reflects Rhino, Grasshopper, Revit, Radiance, and EnergyPlus interoperability. RF1 marks contact-sales pricing, RF3 marks the proprietary core workflow, and supported exchange formats include .rad, BSDF XML, and IES photometric files.
Quote-only Agent access: None Firm fit: Solo, Small team
Hidden priceLock-in
Electrical power systems analysis and energy management platform used by AEC engineers to design, simulate, and commission electrical networks for data centers, hospitals, industrial facilities, and utilities -- covers load flow, arc flash, short-circuit, protective device coordination, and real-time SCADA; integrates bidirectionally with Revit and AutoCAD for BIM-linked electrical one-line diagrams; 80% owned by Schneider Electric since June 2021 while retaining independent vendor branding.
The energy placement is load, generation, demand, and power-quality analysis on the same electrical model. C2 4/5 reflects the documented REST API and Python automation, C4 3/5 reflects RVT, DWG, CIM/XML, and CSV exchange, and RF1 keeps C1 2/5 because pricing is module-based and quote-led.
Quote-only Agent access: API Firm fit: Small team, Growing firm
Hidden price
Electrical power systems analysis suite (load flow, arc flash, short circuit, coordination); standard AEC electrical tool for Tier 3/4 UPS/generator design since 1972.
Power systems analysis suite: load flow, arc flash, short-circuit, coordination studies. Desktop (Windows) + cloud (MySKM) + mobile app. 50,000+ engineers worldwide since 1972; IEEE 1584-2018 arc-flash standards. Tier 3/4 UPS/generator design standard. C1 2/5 (RF1: no public pricing disclosed); C2 1/5 (GUI-only, no documented API); C3 4/5 (established 50+ years, training ecosystem); C4 2/5 (proprietary formats, limited data portability); C5 4/5 (IEEE compliance, integrates with electrical design workflows). Direct competitor to ETAP (already in catalog).
Quote-only Agent access: None Firm fit: Small team, Growing firm
Hidden priceAgent-hostile
Physics-based CFD (Computational Fluid Dynamics) simulation and digital twin platform exclusively for data center design -- models airflow, thermal management, cooling systems (raised-floor, hot/cold aisle, liquid, adiabatic evaporative), power distribution, PUE, Scope 1/2/3 carbon footprint, and transient failure scenarios; includes 14,000+ intelligent vendor device models from 750+ manufacturers; formerly branded 6SigmaDCX by Future Facilities (founded 2004), acquired by Cadence Design Systems in July 2022 for ~$100M; named customers include HPE, Digital Realty, Equinix, and Kao Data.
The energy placement is data-center CFD and carbon or thermal analysis. C4 3/5 reflects CSV export and partial BIM import, and RF1 and RF2 keep C1 2/5 and C2 2/5 because pricing is contact-for-quote and no public REST API or SDK is documented, even though Pro-tier automation and an NVIDIA Omniverse extension are documented.
Quote-only Agent access: API Firm fit: Growing firm
Hidden priceAgent-hostile
Cloud-based CFD platform for data center thermal and airflow simulation; Ansys Fluent-powered; drag-and-drop component library; raised-floor and in-row cooling modeling.
Purpose-built data center CFD SaaS (since 2005); Ansys Fluent backend. Drag-and-drop DC component library, raised-floor/in-row/failure-scenario modeling. Entry cost ~$8,500 (includes cloud-based virtual server). C1 2/5 (high entry cost, no per-seat transparency); C2 1/5 (RF2: no documented API/CLI); C3 3/5 (cloud-based, requires vendor guidance); C4 3/5 (proprietary output formats, limited interop); C5 3/5 (Ansys Fluent/Icepak integrations). 100% DC-focused, eliminates general CFD overhead.
from $8,500 Agent access: None Firm fit: Small team, Growing firm
Agent-hostile
Desktop HERS rating and residential energy code compliance software, RESNET-accredited for ANSI/RESNET/ICC 301-2022 with an NREL hourly simulation engine, supporting Energy Star, ZERH, and IECC compliance for single-family homes -- over 1,000,000 homes rated.
RF1 and RF2 keep C1 2/5 and C2 1/5 because pricing requires vendor contact and the desktop product has no public API, CLI, or MCP; C4 3/5 reflects PDF export plus partial XML export as a paid per-address add-on.
Quote-only Agent access: API Firm fit: Solo, Small team
Hidden priceAgent-hostile
Water system modeling platform for networks, flood risk assessment, and hydraulic simulation; European competitor to Bentley OpenFlows.
Energy placement reflects MIKE SHE subsurface/thermal capabilities; same scoring as hydraulic-process.
Quote-only Agent access: None Firm fit: Small team, Growing firm
Hidden price
Mission-critical power design + real-time operations platform; protects $100B+ in customer assets; named clients eBay, Bank of America, FAA, DoD.
Power design + live operations continuity platform (formerly EDSA Micro, rebranded 2011). Suite: Paladin DesignBase (CAD), Paladin Live (real-time), Paladin SmartGrid (campus). Design-to-live continuity unique vs design-only (SKM) or on-prem DCIM. C1 2/5 (RF1: no public pricing); C2 2/5 (no documented public API, OPC integration implied); C3 2/5 (enterprise focus, vendor-led); C4 2/5 (proprietary formats, limited export); C5 3/5 (electrical engineering workflow integration). Protects $100B+ in assets. Notable: eBay, Bank of America, FAA, DoD.
Quote-only Agent access: None Firm fit: Growing firm
Hidden price