kitio.aiEOS Data Analytics vs Defog
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. EOS Data Analytics starts at See pricing page and Defog starts at $5000/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
- LandViewer imagery browser
- Crop Monitoring platform
- EOS RayVision reports
- Own EOS SAT-1 data
- 20+ partner constellations
- Natural-language questions over data
- SQLCoder model
- Postgres and Snowflake connectors
- CSV support
- Self-hosted deployment
- SSO
| Feature | EOS Data Analytics | Defog |
|---|---|---|
| Best for | Satellite imagery analytics with AI for agriculture and industry | AI data analyst that answers questions over enterprise databases |
| Category | Data & analytics | Data & analytics |
| Pricing model | Paid | Paid |
| Starting price | See pricing page | $5000/mo |
| Free plan | No | No |
| Made by | EOS Data Analytics | Defog |
| Based in | – | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
EOS Data Analytics starts at See pricing page and Defog starts at $5000/mo. Check both pricing pages for current plans.
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
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
EOS Data Analytics
- Own satellite plus partner data
- Ready-made agriculture platform
- Covers many industries
- Pricing not published
- Custom reports require sales contact
- Specialist tool for geospatial needs
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
Which one should you choose?
Choose EOS Data Analytics if you want:
- Own satellite plus partner data
- Ready-made agriculture platform
- Covers many industries
Watch out: pricing not published.
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.
EOS Data Analytics vs Defog FAQ
What is the difference between EOS Data Analytics and Defog?
EOS Data Analytics: Satellite imagery analytics with AI for agriculture and industry. Defog: AI data analyst that answers questions over enterprise databases. Both are data & analytics tools.
Is EOS Data Analytics or Defog cheaper?
EOS Data Analytics starts at See pricing page and Defog starts at $5000/mo. Check both pricing pages for current plans.
Do EOS Data Analytics and Defog have free plans?
EOS Data Analytics: No. Defog: No.
Who makes EOS Data Analytics?
EOS Data Analytics is made by EOS Data Analytics.
Who makes Defog?
Defog is made by Defog, based in United States.
Which should I choose, EOS Data Analytics or Defog?
Choose EOS Data Analytics if you value own satellite plus partner data and ready-made agriculture platform. Choose Defog if you value can run fully on your own infrastructure and built on an open-source text-to-sql model.