Databricks vs Snowflake
Compared across 5 shared tasks, including build a data warehouse and build machine learning models.
Short verdict
In the 5 TaskRanking use cases where both appear, Databricks ranks higher in 4 and Snowflake in 1. Average rank across these: Databricks 2.6, Snowflake 4.0 (1 = best).
Computed from our published rubric rankings, not paid placement.
Prices from vendor pages; Unverified and Contact sales are shown as-is.
Side by side
| Attribute | Databricks | Snowflake |
|---|---|---|
| Starting price | Custom (contact sales for pricing) pricing source · checked 2026-10-14 | Usage-based (credits) pricing source · checked 2026-10-14 |
| Free tier | Unverified | trial ($400 credits) |
| Pricing model | Custom | Paid |
| What it is | Data and AI platform | AI Data Cloud |
| Use cases ranked in | 8 | 9 |
| Shared use cases won | 4 of 5 | 1 of 5 |
| Where it ranks (rank of 5) |
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Head to head on shared use cases
| Shared use case | Databricks | Snowflake | Higher |
|---|---|---|---|
| Build a data warehouse | #2 | #1 | Snowflake |
| Build machine learning models | #1 | #5 | Databricks |
| Data catalog and governance | #3 | #4 | Databricks |
| Data notebooks with AI | #3 | #5 | Databricks |
| Vector database for AI search | #4 | #5 | Databricks |
Best for
Best for: Databricks
- Build machine learning models (#1 vs #5)
- Data catalog and governance (#3 vs #4)
- Data notebooks with AI (#3 vs #5)
- Vector database for AI search (#4 vs #5)
Best for: Snowflake
- Build a data warehouse (#1 vs #2)
- Build a customer data platform (#3; the other isn’t ranked here)
- Move data between apps (ETL) (#4; the other isn’t ranked here)
- Customer data platform and reverse ETL (#4; the other isn’t ranked here)
FAQ
Is Databricks or Snowflake better?
Across the 5 TaskRanking use cases where both are ranked, Databricks places higher in 4 and the other in 1. Best pick depends on the task; see the shared use cases table.
Is Databricks or Snowflake cheaper?
Databricks: paid from Custom (contact sales for pricing) (free tier: Unverified; checked 2026-10-14). Snowflake: paid from Usage-based (credits) (free tier: trial ($400 credits); checked 2026-10-14). Prices come from each vendor's own pricing page.
Do Databricks and Snowflake have free plans?
Databricks: Unverified. Snowflake: trial ($400 credits). As listed on vendor pricing pages, last checked 2026-10-14.
Which tasks do both Databricks and Snowflake cover?
Both are ranked for: Build a data warehouse; Build machine learning models; Data catalog and governance; Data notebooks with AI; Vector database for AI search.