kitio.aiPolar Analytics vs Dema
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Polar Analytics starts at See pricing page and Dema starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Dedicated Snowflake warehouse
- Prebuilt semantic layer
- AI agents in Slack and Teams
- Polar MCP
- Attribution and incrementality
- First-party pixel
- Real-time site tracking
- Multi-touch and causal attribution
- Profit reporting to CM3
- Approval-based AI agents
- Marketing mix modelling
- Omnichannel POS analytics
| Feature | Polar Analytics | Dema |
|---|---|---|
| Best for | E-commerce analytics with AI agents on your own Snowflake warehouse | Commerce data platform with attribution and approval-based AI agents |
| Category | Data & analytics | Data & analytics |
| Pricing model | Paid | Paid |
| Starting price | See pricing page | See pricing page |
| Free plan | No | No |
| Made by | Polar Analytics | Dema |
| Based in | France | Sweden |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
|
Pricing compared
Polar Analytics starts at See pricing page and Dema starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
Prices in USD, checked Oct 29, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Polar Analytics
- You own the underlying warehouse
- Connectors for major e-commerce tools
- AI agents act only with approval
- Pricing requires contacting sales
- Focused on Shopify-style brands
- More than a small store needs
Dema
- Joins ads, stock and returns in one view
- Agents act only after approval
- Unlimited users on every plan
- API access included
- Starts at €2,250 a month billed yearly
- Prices listed in euros
- Measurement add-ons cost extra
Which one should you choose?
Choose Polar Analytics if you want:
- You own the underlying warehouse
- Connectors for major e-commerce tools
- AI agents act only with approval
Watch out: pricing requires contacting sales.
Choose Dema if you want:
- Joins ads, stock and returns in one view
- Agents act only after approval
- Unlimited users on every plan
Watch out: starts at €2,250 a month billed yearly.
Polar Analytics vs Dema FAQ
What is the difference between Polar Analytics and Dema?
Polar Analytics: E-commerce analytics with AI agents on your own Snowflake warehouse. Dema: Commerce data platform with attribution and approval-based AI agents. Both are data & analytics tools.
Is Polar Analytics or Dema cheaper?
Polar Analytics starts at See pricing page and Dema starts at See pricing page. Check both pricing pages for current plans.
Do Polar Analytics and Dema have free plans?
Polar Analytics: No. Dema: No.
Who makes Polar Analytics?
Polar Analytics is made by Polar Analytics, based in France.
Who makes Dema?
Dema is made by Dema, based in Sweden.
Which should I choose, Polar Analytics or Dema?
Choose Polar Analytics if you value you own the underlying warehouse and connectors for major e-commerce tools. Choose Dema if you value joins ads, stock and returns in one view and agents act only after approval.