Coginiti vs Dremio (2026): Pricing, Features & Which to Choose

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

Lower starting price
Not comparable
Not comparable: Dremio does not list a price
Free plan
Tie
Neither has one
Higher rating
Coginiti
4.2 against 3.8
Same job?
Yes
Both are Data and Analytics tools

Side by side

Compared on	Coginiti	Dremio
Our rating	4.2Better	3.8
Starts at	$15.75/mo	Not listed
Free plan	No	No
Category	Data and Analytics	Data and Analytics
Plans	From $15.75/mo	See pricing
Key features	AI SQL assistant for query generation and optimization Governed semantic layer shared between humans and AI agents Connectors to 21+ database and warehouse platforms On-prem, hybrid, and air-gapped deployment options Natural-language querying through the Coginiti Guide agent	Built-in AI agent, ready out of the box MCP integration for Claude, ChatGPT, and Gemini AI Semantic Layer providing business context to agents Autonomous Reflections - automatic query acceleration Federated querying across data sources without data movement
Pros	Broad database connector coverage spans legacy and modern platforms Security certifications open doors in government and defense that most data tools cannot reach Semantic layer keeps AI agents and analysts working from the same metric definitions	AI Semantic Layer gives agents real business context, not just raw table access Autonomous query acceleration requires no manual tuning Free trial includes real usable credits, not just a locked demo
Cons	No perpetual free plan, only a 14-day trial Team/enterprise pricing is not published Steeper learning curve for the semantic governance layer than a plain SQL editor	Pricing details beyond the trial aren't shown on the homepage Full agentic capabilities assume you already have an Iceberg-based lakehouse or are willing to adopt one Enterprise-scale platform, more than a small team may need
Company	Coginiti, founded 2020	Dremio

Prices come from each vendor's pricing page, last checked 20260824. Check the vendor before you buy.

FAQ

Questions people ask

Is Coginiti better than Dremio?

In our reviews Coginiti scores 4.2 and Dremio scores 3.8. The better pick depends on the job. Coginiti: Coginiti pairs an AI SQL assistant with a governed semantic layer so data teams and AI agents work from the same trusted metrics. Dremio: A built-in AI agent ships out of the box, with MCP integration connecting Claude, ChatGPT, and Gemini directly to your lakehouse in minutes.

Which is cheaper, Coginiti or Dremio?

Coginiti: from $15.75/mo. Dremio: see pricing.

Do Coginiti and Dremio have free plans?

Neither lists a free plan.

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