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Head to head · 2026

Dremio vs Zenlytic

Pricing, free plans, ratings, features, pros and cons, side by side. Where one comes out ahead, we mark it.

Dremio

A built-in AI agent ships out of the box, with MCP integration connecting Claude, ChatGPT, and…

3.8Not listed

Visit Dremio (opens Dremio in a new tab)

Zenlytic

Zoë, an AI analyst that produces board-ready documents, not just charts

4.2Not listed

Visit Zenlytic (opens Zenlytic in a new tab)

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

    Zenlytic

    3.8 against 4.2

  • Same job?

    Yes

    Both are Data and Analytics tools

Side by side

Compared onDremioZenlytic
Our rating3.84.2Better
Starts atNot listedNot listed
Free planNoNo
CategoryData and AnalyticsData and Analytics
PlansSee pricingSee pricing
Key features
  • 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
  • Zoë, an AI data agent producing full analyses, not just charts
  • Git-native semantic layer with branching and pull-request review
  • Citations linking every number to its source data and calculation
  • Row and column-level permission enforcement per query
  • Outputs include Excel, Word, and PowerPoint formats
Pros
  • 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
  • Produces genuinely finished documents, not just raw charts or numbers
  • Git-native governance brings real rigor to metric definitions
  • Citations support verifying exactly where a number came from
Cons
  • 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
  • No free tier or transparent self-serve pricing
  • Enterprise sales process required to evaluate
  • Overlaps conceptually with Wren AI's similar git-native governance approach
CompanyDremioZenlytic

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

FAQ

Questions people ask

Is Dremio better than Zenlytic?

In our reviews Dremio scores 3.8 and Zenlytic scores 4.2. The better pick depends on the job. 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. Zenlytic: Zoë, an AI analyst that produces board-ready documents, not just charts.

Which is cheaper, Dremio or Zenlytic?

Dremio: see pricing. Zenlytic: see pricing.

Do Dremio and Zenlytic have free plans?

Neither lists a free plan.

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