pandapower
pandapower: A programmable toolkit for grid calculations, not a full energy analytics suite. Ranked #32 of 63 in Energy Analytics Software by our editors (5.7/10); pricing: Free plan; best for teams needing open-source grid calculations.
At a glance
- Editor score5.7 / 10
- PricingFree plan
- Best forTeams needing open-source grid calculations
- Free planYes
- Paid fromFree
- Generation analyticsYes
- Facts checked29 Sep 2026
Where it wins
- Covers power flow, optimal power flow, state estimation, and short circuits
- Supports three-phase modeling, contingency analysis, and time-series simulations
- Stores network data and results in pandas-based tables
Where it doesn't
- Focuses on grid calculations rather than a broad energy analytics suite
- Designed for programmable workflows, not a graphical application
- Does not include predictive asset analytics
Our verdict on pandapower
For power-system engineers, researchers, and developers who need programmable network calculations, pandapower provides an open-source Python toolbox for modeling and analyzing electrical systems. It supports static analysis across transmission, subtransmission, and three-phase distribution networks. Rather than a general-purpose energy analytics application, its focus is grid modeling and calculation workflows that can be automated and customized.
Its calculation set spans power flow, optimal power flow, state estimation, short-circuit calculations, topological graph searches, contingency analysis, and time-series simulations. Three-phase network modeling includes asymmetrical loads and generators. Network elements and results are represented in pandas-based tables, which suits teams working with Python and tabular data. Integrations include PYPOWER, MATPOWER, PowerFactory, CIM CGMES, UCTE-DEF, and OpenDSS. The toolbox is open source and can be installed locally on Windows, Linux, and macOS; its published model does not depend on a paid tier.
The trade-off is scope and working style: pandapower is centered on power-system calculations, not dedicated energy analytics or predictive asset maintenance, and it is intended for programmable workflows rather than a graphical application. Community support and documentation are the stated support channels. Choose it if your team wants an open-source foundation for grid calculations and can work in Python; consider a broader energy analytics product if you need predictive asset insights or a graphical, less code-oriented environment.
Your product? Our editors can test pandapower in depth and publish a review, labelled as paid · from $99/mo →
pandapower pricing
pandapower fact sheet
| Free plan | Yes |
|---|---|
| Paid from | Free |
| Generation analytics | Yes |
| Grid analytics | Yes |
| Consumption analytics | Yes |
| Predictive asset analytics | No |
| Energy-market analytics | Yes |
| Deployment options | Not verified |
| Deployment | Self-hosted |
| Platforms | Windows, Linux, macOS |
| Support | Community, Docs |
| Built for | Small business, Mid-market, Enterprise (editorial estimate) |
| Integrations | 6 integrations: PYPOWER, MATPOWER, PowerFactory, CIM CGMES, UCTE-DEF, OpenDSS |
| Pricing | Free plan |
| Website | pandapower.org |
| Facts checked | 29 Sep 2026 |
pandapower integrations
pandapower lists 6 integrations on its own site.
- PYPOWER
- MATPOWER
- PowerFactory
- CIM CGMES
- UCTE-DEF
- OpenDSS
Alternatives to pandapower
- AVEVA Apollo Energy AnalyticsCloud monitoring and maintenance workflows for solar, wind, and battery portfolios.9.3
- Vestas ScipherA cloud platform for portfolio-wide wind and solar monitoring, operations, and forecasting.9.1
- Clir Renewables Intelligence PlatformPortfolio analytics for renewable owners tracking performance, losses and risk.8.8
See all pandapower alternatives →
Used pandapower? Be the first to review it
The editor score above is our own research. What this page doesn't have yet is a reader's view — what you used pandapower for, what worked and what didn't. No stars are seeded and no review is paid for; an editor reads every one before it appears.
Write a reviewTwo minutes · verified accounts only · read by an editor before it appears
Featured on iTechGuides
pandapower is listed in our Energy Analytics Software directory. Add the badge to your site — it links back to this page.
<a href="https://www.itechguides.com/products/pandapower/"><img src="https://www.itechguides.com/best/badge/pandapower.svg" alt="Featured on iTechGuides" width="230" height="46"></a>
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
Last updated · How we research and update