kitio.aiDatabricks vs By the Numbers
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Databricks 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
- Genie natural-language analytics
- Databricks Assistant
- Notebooks and SQL warehouse
- Unity Catalog
- Agent Bricks
- 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 | Databricks | By the Numbers |
|---|---|---|
| Best for | Data and AI platform with Genie for natural-language analytics | Shopify analytics app with an AI copilot and daily AI briefings |
| Category | Data & analytics | Data & analytics |
| Pricing model | Freemium | Free trial |
| Starting price | See pricing page | $19/mo |
| Free plan | Yes | No, 14-day trial |
| Made by | Databricks | By the Numbers |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Databricks 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
3 plans
Community Edition
Free
- Free, limited platform
- For learning Spark
Pay as you go
Per DBU, varies by product
- Usage-based billing
- Free trial available
Committed Use
Contact sales
- Discounts for committed spend
- Invoice or annual billing
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 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Databricks
- One platform for data and AI
- Strong governance
- Scales to huge workloads
- Usage costs can surprise teams
- Complex for small companies
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 Databricks if you want:
- One platform for data and AI
- Strong governance
- Scales to huge workloads
Watch out: usage costs can surprise teams.
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.
Databricks vs By the Numbers FAQ
What is the difference between Databricks and By the Numbers?
Databricks: Data and AI platform with Genie for natural-language analytics. By the Numbers: Shopify analytics app with an AI copilot and daily AI briefings. Both are data & analytics tools.
Is Databricks or By the Numbers cheaper?
Databricks starts at See pricing page and By the Numbers starts at $19/mo. Check both pricing pages for current plans.
Do Databricks and By the Numbers have free plans?
Databricks: Yes. By the Numbers: No, 14-day trial.
Who makes Databricks?
Databricks is made by Databricks, based in United States.
Who makes By the Numbers?
By the Numbers is made by By the Numbers.
Which should I choose, Databricks or By the Numbers?
Choose Databricks if you value one platform for data and ai and strong governance. Choose By the Numbers if you value all features on every plan and trial needs no credit card.