Compare · Polar Analytics
Ecommy or Polar Analytics?
Polar gives you your own data warehouse to work with yourself. Ecommy sets your profit on your definitions, with bol and your accounting in it, and keeps it right.
Short answer
The difference in short.
Polar Analytics is a data platform: you get your own Snowflake database with pre-built metrics, dashboards and AI agents. Powerful if you work with data yourself. But pre-built metrics are not your definitions, your data is in the US by default, and Polar only connects bol on request, through their AI Data Engineer and with Shopify connected. Ecommy sets profit, returns and new customer on your definitions, connects bol, Exact and AFAS directly and keeps your store data in the EU. The Ecommy Data Team checks the numbers before you steer on them.
About Polar Analytics
Polar Analytics brings Shopify, ad, email and marketplace data together in a dedicated Snowflake database per customer. On top sit a semantic layer of pre-built metrics, dashboards, attribution with its own pixel, and AI agents. The company has entities in Paris and New York.
About Ecommy
Ecommy is commerce intelligence for brands and retailers. It brings store, marketplaces, ads, inventory and accounting together in one model of your store, set up and maintained by the Ecommy Data Team.
Use both?
You can, but they overlap: both bring your data together and feed numbers to your AI. Pick one source for your profit numbers. If you want them on your definitions and in the EU, that is Ecommy.
Differences
Polar Analytics and Ecommy side by side.
| Topic | Polar Analytics | Ecommy |
|---|---|---|
| Focus | Data platform with its own warehouse, BI, attribution and AI agents. | Your whole business on profit: shop, marketplaces, ads, inventory and accounting in one model. |
| Sales channels | Mainly Shopify; Amazon directly. Bol and Otto through their AI Data Engineer, and bol requires Shopify to be connected. | Your own shop, bol and Amazon connected directly, with commission and returns straight in your profit. |
| Accounting | QuickBooks is on their integrations list; Exact and AFAS are not. | Exact and AFAS connected, inventory in the same model as your sales and ads. |
| How profit is defined | Pre-built metrics, such as gross profit and contribution. | On your agreed definitions for profit, returns and new customer, checked by our team before it goes live. |
| Own AI | MCP connection for Claude, ChatGPT and more, on their semantic layer. | Your own AI (Claude, ChatGPT, Copilot) works on the whole model of your store. |
| Actions in your systems | Polar Operator pushes approved actions from Slack. | Coming soon: we prepare the action in your own systems, you press approve. |
| Setup and upkeep | Polar manages connectors and database; you work with the data yourself, with a dedicated Success Manager. | We set up the model on your definitions and keep it right; you do not need to know SQL. |
| Where your data lives | Own Snowflake database, in the US by default; EU hosting on request. | Store data in the EU by default, as our privacy statement describes. |
| Pricing model | Subscription that scales with your revenue; add-ons separate. | Per source we keep track of, one amount for your whole store up front. See the pricing page. |
Choosing
What fits you?
Choose Polar Analytics if
- You have a data analyst who wants to work with SQL and your own data warehouse.
- You sell mainly through Shopify and want BI, attribution and AI agents from one vendor.
- You are fine with your data being in the US by default.
Choose Ecommy if
- You want profit, returns and new customer set on your definitions.
- You sell on bol and do your books in Exact or AFAS.
- You want our team to check the numbers before you steer on them.
- You want your store data in the EU by default.
Questions
Questions about Polar Analytics and Ecommy.
Is your question not here? In a demo we show how Ecommy works with your systems.
01What is the difference between Ecommy and Polar Analytics?
Polar delivers your own data warehouse with pre-built metrics, BI and AI agents, which you work with yourself. Ecommy sets your profit on your definitions, across all your channels and costs, and the Ecommy Data Team keeps it right.
02Does Polar connect bol?
Through their AI Data Engineer, who builds the connection on request; you need Shopify connected for it. Ecommy connects bol directly, also without Shopify, and counts commission and returns in your profit.
03Where is my data?
According to their site, Polar keeps your data in the US by default, with EU hosting on request. Ecommy stores and processes store data in the EU; login and email run through the US, as our privacy statement describes.
04Can I use my own AI with both?
Yes. Polar has an MCP connection on their semantic layer. With Ecommy you connect your own AI (Claude, ChatGPT or Copilot) to the whole model of your store, on your definitions.
Sources
Where this comes from.
Everything about Polar Analytics on this page comes from their own website, checked on 23 October 2026. Something out of date? Email us and we will fix it.
More comparisons
Ecommy next to other tools.
Ecommy or Triple Whale?
Triple Whale measures your marketing. Ecommy calculates profit across your whole business, including bol, with data in the EU and a team that keeps it right.
Ecommy or Klar?
Klar measures your marketing. Ecommy calculates profit across your whole business, including bol and accounting, and keeps it right.
Ecommy or ProfitMetrics?
ProfitMetrics optimises your ads. Ecommy calculates profit across your whole business, including bol, inventory and accounting.