kitio.aiSnowflake vs By the Numbers
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Snowflake 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
- Cloud data warehouse
- Cortex AI functions
- Cortex Analyst
- Snowflake Intelligence agents
- Data sharing
- 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 | Snowflake | By the Numbers |
|---|---|---|
| Best for | Cloud data platform with Cortex AI and Snowflake Intelligence | Shopify analytics app with an AI copilot and daily AI briefings |
| Category | Data & analytics | Data & analytics |
| Pricing model | Free trial | Free trial |
| Starting price | See pricing page | $19/mo |
| Free plan | No, 30-day trial | No, 14-day trial |
| Made by | Snowflake | By the Numbers |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Snowflake 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
4 plans
Standard
From $2 / credit
- Pay-as-you-go compute
- Core data warehouse features
Enterprise
From $3 / credit
- Multi-cluster warehouses
- Extended time travel
Business Critical
From $4 / credit
- Enhanced security and compliance
- Database failover
Virtual Private Snowflake
Contact sales
- Business Critical features
- Isolated Snowflake environment
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
Snowflake
- AI runs where data already lives
- Strong security and governance
- Widely adopted
- Consumption costs need monitoring
- Requires data engineering skills
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 Snowflake if you want:
- AI runs where data already lives
- Strong security and governance
- Widely adopted
Watch out: consumption costs need monitoring.
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.
Snowflake vs By the Numbers FAQ
What is the difference between Snowflake and By the Numbers?
Snowflake: Cloud data platform with Cortex AI and Snowflake Intelligence. By the Numbers: Shopify analytics app with an AI copilot and daily AI briefings. Both are data & analytics tools.
Is Snowflake or By the Numbers cheaper?
Snowflake starts at See pricing page and By the Numbers starts at $19/mo. Check both pricing pages for current plans.
Do Snowflake and By the Numbers have free plans?
Snowflake: No, 30-day trial. By the Numbers: No, 14-day trial.
Who makes Snowflake?
Snowflake is made by Snowflake, based in United States.
Who makes By the Numbers?
By the Numbers is made by By the Numbers.
Which should I choose, Snowflake or By the Numbers?
Choose Snowflake if you value ai runs where data already lives and strong security and governance. Choose By the Numbers if you value all features on every plan and trial needs no credit card.