Pollination
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.
4.0 /5 composite score
Actively developed (a Revit Plugin v3.0 targeted for 2026) cloud environmental-simulation platform with published per-seat pricing, a public REST API + Python SDK, and named enterprise users (Arup, WSP, Stantec), but no MCP server and no confirmed bulk-export mechanism.
Worth it
Rubric Scorecard
| Criterion | Score | Evidence |
|---|---|---|
| Value for the price | 4/5 | per-product / per-seat subscription; Grasshopper plugin free, from $1375, free tier Source → |
| Agent Friendliness | 4/5 | CLI, API: Public REST API + Python SDK (pip install pollination-sdk), API key auth via an x-pollination-token header, OpenAPI-generated clients Source → |
| Ease of adoption | 4/5 | hybrid Source → |
| Portability & lock-in | 3/5 | 5 file formats, export: api |
| Interoperability | 5/5 | 12 integrations, 10+ simulation-engine integrations apps |
How we verified this: we checked Pollination against its live site and an independent source — energy.gov. Nothing on this page is listed from memory. See how we grade. Verified 2026-07-04.
Evidence
File formats
| Format | Direction | Support |
|---|---|---|
| HBJSON | both | unknown |
| gbXML | both | unknown |
| IFC | import | unknown |
| IDF | both | unknown |
| OSM | both | unknown |
Integrations
Rhino Grasshopper Revit (native) EnergyPlus Radiance OpenStudio URBANopt IES VE DesignBuilder eQuest IDA ICE CBECC
Adoption
Deploymenthybrid
Self-serve signupyes
Implementation requirednone
Training requiredtutorials
Data export
Export mechanismapi
Export scopepartial
Ecosystem
Plugin marketplaceno
App count10+ simulation-engine integrations
Pricing detail
Billing unitper-seat
Free tier scopeusable
TiersRhino plugin ($1375), Revit plugin ($2750), Rhino+Revit bundle ($3575)
Alternatives in Energy Analysis
Free, open-source EnergyPlus front-end from NREL with a SketchUp plugin, a Measures library for parametric analysis, and Radiance daylighting support.
4.4/5
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.
4.4/5
Free open-source Grasshopper plugins for climate analysis, energy modeling, daylighting, CFD, and urban simulation, with a commercial cloud layer via Pollination.
4.0/5
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.
4.0/5
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