Databricks vs Dremio: Pricing and Ratings Compared (2026)
Entry prices and free plans as read on each vendor's pricing page, and user ratings as published on review sites, for Databricks and Dremio side by side. This page compares data; it is not a hands-on review.
On the data: On the data below, Dremio leads on a free plan. We do not name an overall winner for this pair.
Short on time? Here's the quick answer
Based on published vendor pricing and features and on public review data, here's who should pick what:
Databricks
Unified analytics for data engineering, science, and ML
Dremio
The Agentic Lakehouse for AI and Analytics, providing fast, governed, and unified data access.
Best for you if:
- • You want a free tier before you commit
| At a Glance | Databricks | Dremio |
|---|---|---|
Starts at | Not published | Free plan |
Category | Big Data Analytics Data & Databases | Data & Databases Analytics |
Rating | 4.6/5 G2 4.6 · Capterra 4.5 1,385 reviews | 4.6/5 G2 4.6 71 reviews |
Free plan | No | Yes |
Watch out for | Separate cloud infrastructure bill on top of DBUs, varying with instance types and usage | Self-managed upgrades in Enterprise tier require internal resources. |
Choose Databricks or Dremio?
Choose Databricks if
- You need big data analytics features specifically.
Choose Dremio if
- You want a free tier before you commit
- You want a tool that significantly improves query performance (e.g., 10x faster, millisecond latency)
- You want a tool that reduces data setup time and eliminates manual work (e.g., 90% reduction, 60hrs eliminated)
In-Depth Analysis
Databricks
Unified analytics for data engineering, science, and ML
Databricks' pricing, particularly for All-Purpose Compute at $0.20-0.40/DBU and SQL Compute at $0.22-0.65/DBU, can quickly become expensive, and the separate cloud infrastructure bill for VMs, storage, and networking comes on top of DBU charges.
Watch out
Separate cloud infrastructure bill on top of DBUs, varying with instance types and usage
Strengths
- Pro: Unified platform
- Pro: Great collaboration
- Pro: Delta Lake
Weaknesses
- Con: Expensive at scale
- Con: Complex dual billing (DBU plus cloud infra)
- Con: Steep learning curve
Key features
Dremio
The Agentic Lakehouse for AI and Analytics, providing fast, governed, and unified data access.
Dremio's pricing structure is fair, offering a consumption-based model that scales with usage.
Watch out
Self-managed upgrades in Enterprise tier require internal resources.
Strengths
- Pro: Significantly improves query performance (e.g., 10x faster, millisecond latency)
- Pro: Reduces data setup time and eliminates manual work (e.g., 90% reduction, 60hrs eliminated)
- Pro: Provides unified access to data across diverse sources without ETL
- Pro: Offers robust data governance and security with fine-grained access control
- Pro: Built on open-source standards (Apache Iceberg, Arrow, Polaris) for flexibility and avoiding lock-in
Weaknesses
- Con: No explicit mention of a free tier or trial on the provided pages
- Con: Requires understanding of lakehouse architecture concepts
Key features
Plans and prices: Databricks vs Dremio
| Tool | Plans and prices | Source |
|---|---|---|
| Databricks |
| databricks.com/pricing read Nov 5, 2026 |
| Dremio |
| dremio.com/pricing read Nov 1, 2026 |
Prices as read on each vendor's own pricing page on the date shown. Plans are listed per tool and are not matched against the other tool's plans: a plan name or price in one column says nothing about the same row in the other. Details on Databricks pricing and Dremio pricing.
Key Takeaways
Databricks
- Worth considering for big data analytics
Dremio
- Has a free plan
What the data shows
On the data below, Dremio leads on a free plan. We do not name an overall winner for this pair.
- User ratings are within 0.2 points (4.6/5 from 1,385 reviews for Databricks, 4.6/5 from 71 reviews for Dremio).
- Only Dremio has a free plan.
Criteria: user rating (only above 20 reviews on both sides, gap of 0.2 or more), entry price (only on the same billing basis), free plan. How we rate
Frequently Asked Questions
How do Databricks and Dremio compare in 2026?
On the data below, Dremio leads on a free plan. We do not name an overall winner for this pair. User ratings are within 0.2 points (4.6/5 from 1,385 reviews for Databricks, 4.6/5 from 71 reviews for Dremio). Only Dremio has a free plan.
What are Databricks and Dremio used for?
Databricks: Unified analytics for data engineering, science, and ML. Dremio: The Agentic Lakehouse for AI and Analytics, providing fast, governed, and unified data access.
What does Databricks cost vs Dremio?
Databricks has no public paid-plan price on file. Dremio has no public paid-plan price on file. Prices read on the vendors' pricing pages, latest check Nov 5, 2026.
What's the main difference between Databricks and Dremio?
Databricks's main strength: unified platform. Dremio's main strength: significantly improves query performance (e.g., 10x faster, millisecond latency).
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