Shortlist by what you need
Start here if you know why you are leaving Dremio.
Want the closest match?
TimeXtenderMost similar to Dremio in what it does, its category and its price.
Visit (opens TimeXtender in a new tab)Need a free plan?
Wren AIHas a free plan, rated 4.2 out of 5. Dremio has none.
Visit (opens Wren AI in a new tab)Want the lowest price?
CoginitiFrom $15.75/mo, the lowest starting price here.
Visit (opens Coginiti in a new tab)Want the best rated?
Databricks GenieRated 5.0 out of 5 in our review, against 3.8 for Dremio.
Visit (opens Databricks Genie in a new tab)
At a glance
Green means better than Dremio, red means worse. Prices are starting prices per month.
| Tool | Our rating | Starts at | Free plan | Best for | Compare |
|---|---|---|---|---|---|
 DremioBaseline | 3.8 | Not listed | No | A built-in AI agent ships out of the box, with MCP integration connecting Claude, ChatGPT, and Gemini directly to your lakehouse in minutes. | |
| TimeXtender | 3.7−0.1 | Not listed | No | "The Control Layer for AI-Ready Data" - Xpilot Analytics lets you chat with your governed data, and an MCP Server connects it directly to AI tools and agents. | vs Dremio |
 Omni | 4.3+0.5 | Not listed | No | A semantic layer with Git version control and branch mode for testing changes | vs Dremio |
| Coginiti | 4.2+0.4 | $15.75/mo | No | Coginiti pairs an AI SQL assistant with a governed semantic layer so data teams and AI agents work from the same trusted metrics. | vs Dremio |
 Metabase | 3.8Same | Free | YesDremio has none | Metabase AI answers natural-language questions on every tier - including the free, self-hosted open-source edition - with inspectable, verifiable queries. | vs Dremio |
 Zenlytic | 4.2+0.4 | Not listed | No | Zoë, an AI analyst that produces board-ready documents, not just charts | vs Dremio |
| Databricks Genie | 5.0+1.2 | Not listed | No | Conversational analytics on top of an established data engineering platform | vs Dremio |
| Wren AI | 4.2+0.4 | Free | YesDremio has none | Git-native semantic governance, built by Canner as open-source GenBI | vs Dremio |
 Promethium | 3.8Same | Not listed | No | Makes enterprise data AI-ready through a universal query engine, a context hub and a Trust Harness, so agents answer from governed data. | vs Dremio |
The alternatives in detail
In order of how closely each one matches Dremio.
TimeXtender
3.7Not listed
vs Dremio−0.1
"The Control Layer for AI-Ready Data" - Xpilot Analytics lets you chat with your governed data, and an MCP Server connects it directly to AI tools and agents.
- Xpilot Analytics - conversational AI queries on governed data
- MCP Server for connecting data to AI tools and agents
- Metadata-driven AI/ML pipeline generation and data discovery
Grounds AI answers in governed definitions rather than raw, undocumented tables
No published pricing - requires booking a demo
Omni
4.3Not listed
vs Dremio+0.5
A semantic layer with Git version control and branch mode for testing changes.
- One semantic layer grounding dashboards, spreadsheets, SQL, and AI chat consistently
- Branch mode tests semantic-model changes before merging, Git-versioned underneath
- MCP server extends the governed semantic layer to Claude, ChatGPT, and Cursor
Git-style branch testing on the data model is a genuinely distinct governance approach
Pricing isn't published, requires a demo or trial to get a quote
Coginiti
4.2$15.75/mo
vs Dremio+0.4
Coginiti pairs an AI SQL assistant with a governed semantic layer so data teams and AI agents work from the same trusted metrics.
- AI SQL assistant for query generation and optimization
- Governed semantic layer shared between humans and AI agents
- Connectors to 21+ database and warehouse platforms
Broad database connector coverage spans legacy and modern platforms
No perpetual free plan, only a 14-day trial
Metabase
3.8Free
vs DremioSameFree plan
Metabase AI answers natural-language questions on every tier - including the free, self-hosted open-source edition - with inspectable, verifiable queries.
- Metabase AI - natural-language querying on every tier, including free
- AI-guided exploration with drill-through root-cause analysis
- MCP server integration for broader AI workflows
AI querying available even on the free, self-hosted open-source tier
Pro and Enterprise tier pricing isn't shown on the landing page
Zenlytic
4.2Not listed
vs Dremio+0.4
Zoë, an AI analyst that produces board-ready documents, not just charts.
- 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
Produces genuinely finished documents, not just raw charts or numbers
No free tier or transparent self-serve pricing
Databricks Genie
5.0Not listed
vs Dremio+1.2
Conversational analytics on top of an established data engineering platform.
- Natural-language querying grounded in Databricks' lakehouse data
- Built on an established data engineering and governance foundation
- No separate platform migration for existing Databricks customers
Grounded in already-governed, cleaned data rather than raw sources
No free tier or transparent self-serve pricing
Wren AI
4.2Free
vs Dremio+0.4Free plan
Git-native semantic governance, built by Canner as open-source GenBI.
- MDL semantic layer versioned and reviewed like software
- Git-native branching and pull-request review for metric definitions
- Multi-step agentic reasoning in sandboxed environments
Git-native governance applies real software engineering rigor to BI
Git-based workflow assumes comfort with software engineering practices
Promethium
3.8Not listed
vs DremioSame
Makes enterprise data AI-ready through a universal query engine, a context hub and a Trust Harness, so agents answer from governed data.
- Universal Query Engine reaching data without consolidation
- 360 degree Context Hub supplying semantic meaning
- Trust Harness governing AI output
Semantic context is what makes AI answers correct rather than plausible
No public pricing - enterprise sales
FAQ
Questions people ask
Is Dremio free?
Dremio does not list a free plan. Check its pricing page for current plans.
What is the best free alternative to Dremio?
Wren AI is the highest-rated alternative here with a free plan (4.2 out of 5). Other free options: Metabase.
What is the cheapest alternative to Dremio?
Among paid plans, Coginiti has the lowest starting price (from $15.75/mo). If you need it free, start with Wren AI.
How did you pick these alternatives?
We match tools on what they do, their category and their price, using the details in our directory. Ratings come from our reviews and reader reviews.