kitio.aiPolar Analytics vs By the Numbers
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 By the Numbers starts at $19/mo. 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
- AI Copilot for store data
- Pulse AI briefings
- 70+ e-commerce reports
- RFM loyalty scoring
- Segment sync to ad platforms
- Server-side pixel tracking
| Feature | Polar Analytics | By the Numbers |
|---|---|---|
| Best for | E-commerce analytics with AI agents on your own Snowflake warehouse | Shopify analytics app with an AI copilot and daily AI briefings |
| Category | Data & analytics | Data & analytics |
| Pricing model | Paid | Free trial |
| Starting price | See pricing page | $19/mo |
| Free plan | No | No, 14-day trial |
| Made by | Polar Analytics | By the Numbers |
| Based in | France | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Polar Analytics starts at See pricing page and By the Numbers starts at $19/mo. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
5 plans
Starter
$19/mo
- Up to 100 orders a month
- All reports
- 3 teammate seats
Growth
$39/mo
- Up to 500 orders a month
- 5 teammate seats
Pro
$89/mo
- Up to 3,000 orders a month
- 10 teammate seats
- Video onboarding calls
Advanced
$179/mo
- Up to 10,000 orders a month
- 20 teammate seats
Unlimited
$299/mo
- Unlimited orders
- Unlimited seats
- Quarterly growth review
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
By the Numbers
- All features on every plan
- Trial needs no credit card
- Server-side tracking included
- Works only with Shopify stores
- Price rises with order volume
- Starter capped at 100 orders a month
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 By the Numbers if you want:
- All features on every plan
- Trial needs no credit card
- Server-side tracking included
Watch out: works only with shopify stores.
Polar Analytics vs By the Numbers FAQ
What is the difference between Polar Analytics and By the Numbers?
Polar Analytics: E-commerce analytics with AI agents on your own Snowflake warehouse. By the Numbers: Shopify analytics app with an AI copilot and daily AI briefings. Both are data & analytics tools.
Is Polar Analytics or By the Numbers cheaper?
Polar Analytics starts at See pricing page and By the Numbers starts at $19/mo. Check both pricing pages for current plans.
Do Polar Analytics and By the Numbers have free plans?
Polar Analytics: No. By the Numbers: No, 14-day trial.
Who makes Polar Analytics?
Polar Analytics is made by Polar Analytics, based in France.
Who makes By the Numbers?
By the Numbers is made by By the Numbers.
Which should I choose, Polar Analytics or By the Numbers?
Choose Polar Analytics if you value you own the underlying warehouse and connectors for major e-commerce tools. Choose By the Numbers if you value all features on every plan and trial needs no credit card.