kitio.aiCoginiti vs Defog
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Coginiti 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
- Forge AI SQL agent
- SQL workbench
- Semantic layer
- Analytics catalog
- Data lineage
- 21+ database connectors
- Natural-language questions over data
- SQLCoder model
- Postgres and Snowflake connectors
- CSV support
- Self-hosted deployment
- SSO
| Feature | Coginiti | Defog |
|---|---|---|
| Best for | SQL workbench and semantic layer with a built-in AI agent | AI data analyst that answers questions over enterprise databases |
| Category | Data & analytics | Data & analytics |
| Pricing model | Paid | Paid |
| Starting price | $189/yr | $5000/mo |
| Free plan | No | No |
| Made by | Coginiti | Defog |
| Based in | – | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Coginiti has the lower starting price: about $16 a month, against $5000 for Defog.
Free plan
Cheapest paid plan
Top plan
Free trial
2 plans
Data Workbench
$189/yr
- Per user, billed yearly
- Forge AI agent for SQL
- Personal analytics catalog
Enterprise
Contact sales
- Shared catalog and publishing
- Code review and data lineage
- Guide AI agent
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
Coginiti
- Connects to many database platforms
- Forge agent can use Claude, Gemini or GPT
- Versioning and code review for SQL
- Works in air-gapped environments
- Individual plan is billed yearly only
- Enterprise pricing is by quote
- Platform is broad and takes time to learn
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 Coginiti if you want:
- Connects to many database platforms
- Forge agent can use Claude, Gemini or GPT
- Versioning and code review for SQL
Watch out: individual plan is billed yearly only.
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.
Coginiti vs Defog FAQ
What is the difference between Coginiti and Defog?
Coginiti: SQL workbench and semantic layer with a built-in AI agent. Defog: AI data analyst that answers questions over enterprise databases. Both are data & analytics tools.
Is Coginiti or Defog cheaper?
Coginiti has the lower starting price: about $16 a month, against $5000 for Defog.
Do Coginiti and Defog have free plans?
Coginiti: No. Defog: No.
Who makes Coginiti?
Coginiti is made by Coginiti.
Who makes Defog?
Defog is made by Defog, based in United States.
Which should I choose, Coginiti or Defog?
Choose Coginiti if you value connects to many database platforms and forge agent can use claude, gemini or gpt. Choose Defog if you value can run fully on your own infrastructure and built on an open-source text-to-sql model.