kitio.aiDefog vs Magicbean
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Magicbean has the lower starting price: about $16 a month, against $5000 for Defog.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Natural-language questions over data
- SQLCoder model
- Postgres and Snowflake connectors
- CSV support
- Self-hosted deployment
- SSO
- Questions answered in plain language
- Charts and graphs
- Report templates
- Shopify and Klaviyo integration
| Feature | Defog | Magicbean |
|---|---|---|
| Best for | AI data analyst that answers questions over enterprise databases | Ask business questions of your Shopify and Klaviyo data |
| Category | Data & analytics | Data & analytics |
| Pricing model | Paid | Free trial |
| Starting price | $5000/mo | $16/mo |
| Free plan | No | No, 14-day trial |
| Made by | Defog | Magicbean |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Magicbean has the lower starting price: about $16 a month, against $5000 for Defog.
Free plan
Cheapest paid plan
Top plan
Free trial
2 plans
Enterprise (Cloud)
$5000/mo
- 20,000+ queries per month
- Docker deployment
- SSO
- Custom AI tools
Enterprise (Self-hosted)
Contact sales
- Runs on your infrastructure
- Fine-tuned models
- Unlimited queries
- Annual commitment
3 plans
Starter
$16/mo
- 1 user
- Up to 1,000 orders per month
- Email support
Pro
$66/mo
- Up to 5 users
- Up to 3,000 orders per month
- Priority email support
Platinum
$166/mo
- Unlimited users
- Unlimited orders
- Chat and email support
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
Defog
- Can run fully on your own infrastructure
- Built on an open-source text-to-SQL model
- Learns from user feedback
- Enterprise pricing starts at $5,000 per month
- Self-hosted option needs an annual contract
- No self-serve plan for small teams
Magicbean
- No analyst needed for quick answers
- Templates speed up reporting
- 14-day free trial
- Starter plan allows only 1 user
- Order limits apply on lower plans
- Built around Shopify and Klaviyo
Which one should you choose?
Choose Defog if you want:
- Can run fully on your own infrastructure
- Built on an open-source text-to-SQL model
- Learns from user feedback
Watch out: enterprise pricing starts at $5,000 per month.
Choose Magicbean if you want:
- No analyst needed for quick answers
- Templates speed up reporting
- 14-day free trial
Watch out: starter plan allows only 1 user.
Defog vs Magicbean FAQ
What is the difference between Defog and Magicbean?
Defog: AI data analyst that answers questions over enterprise databases. Magicbean: Ask business questions of your Shopify and Klaviyo data. Both are data & analytics tools.
Is Defog or Magicbean cheaper?
Magicbean has the lower starting price: about $16 a month, against $5000 for Defog.
Do Defog and Magicbean have free plans?
Defog: No. Magicbean: No, 14-day trial.
Who makes Defog?
Defog is made by Defog, based in United States.
Who makes Magicbean?
Magicbean is made by Magicbean.
Which should I choose, Defog or Magicbean?
Choose Defog if you value can run fully on your own infrastructure and built on an open-source text-to-sql model. Choose Magicbean if you value no analyst needed for quick answers and templates speed up reporting.