kitio.aiCelonis vs Defog
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Celonis 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
- Process mining
- Context Model for AI agents
- AI use-case discovery
- Agent and system orchestration
- Supply chain solutions
- Natural-language questions over data
- SQLCoder model
- Postgres and Snowflake connectors
- CSV support
- Self-hosted deployment
- SSO
| Feature | Celonis | Defog |
|---|---|---|
| Best for | Process intelligence platform that gives enterprise AI operational context | 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 | Celonis | Defog |
| Based in | Germany | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Celonis 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
Celonis
- Grounds AI in real process data
- Covers many business functions
- Long track record in process mining
- Enterprise-only pricing via sales
- Requires connecting core business systems
- Heavy for small companies
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 Celonis if you want:
- Grounds AI in real process data
- Covers many business functions
- Long track record in process mining
Watch out: enterprise-only pricing via sales.
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.
Celonis vs Defog FAQ
What is the difference between Celonis and Defog?
Celonis: Process intelligence platform that gives enterprise AI operational context. Defog: AI data analyst that answers questions over enterprise databases. Both are data & analytics tools.
Is Celonis or Defog cheaper?
Celonis starts at See pricing page and Defog starts at $5000/mo. Check both pricing pages for current plans.
Do Celonis and Defog have free plans?
Celonis: No. Defog: No.
Who makes Celonis?
Celonis is made by Celonis, based in Germany.
Who makes Defog?
Defog is made by Defog, based in United States.
Which should I choose, Celonis or Defog?
Choose Celonis if you value grounds ai in real process data and covers many business functions. Choose Defog if you value can run fully on your own infrastructure and built on an open-source text-to-sql model.