lavalake & Snowflake · Your decision
Your warehouse. A different cost model.
You value modern analytics and want to run the data platform on your own infrastructure. lavalake is an alternative for businesses looking to combine SQL, lakehouse and AI with a fixed platform license.
Compare the models using your own workload.
- Understand your setup
- Evaluate in parallel
- Assess the economics
Snowflake alternative
Your own infrastructure
lavalake runs in your environment on S3-compatible storage. It suits teams that want to shape the location, capacity and operation of their data platform.
Licensing by capacity tier
With lavalake, your selected capacity tier determines the platform license. The TCO calculator adds hardware, power and operations for comparison with your cloud bill.
AI with your data foundation
A semantic layer, hybrid search and MCP connect your data to agents. Choose your language model through the supported connections.
lavalake and Snowflake compared
Swipe sideways to compare →
| Criterion | lavalake | Snowflake |
|---|---|---|
| Deployment | On your infrastructure with S3-compatible storage. | Cloud service on AWS, Microsoft Azure or Google Cloud. [1] |
| Cost model | Platform license by capacity tier; budget infrastructure, operations and AI usage separately. | Usage-based compute, storage and applicable data transfer costs; additional services have their own billing. [2] |
| Agentic AI | MCP server, semantic layer and hybrid search; choose a supported model. | Cortex Agents with tools including structured data analysis and search. [3] |
Sources · Reviewed September 10, 2026
Put it to work
When is lavalake worth considering?
When you want to use your infrastructure, prefer predictable platform licensing and connect AI agents to your data foundation. Snowflake suits businesses that want to consume the platform as a cloud service. A pilot establishes how your specific workload fits lavalake.
Start a potential move with one relevant use case
Understand your setup
Inventory queries, data models, roles and the Snowflake features you use.
Evaluate in parallel
Bring over representative data and compare results, query times and operations.
Assess the economics
Consider ongoing costs, migration effort and operational responsibilities together.
Your questions, answered
Is lavalake a direct replacement for every Snowflake deployment?
The right scope depends on the features, data models and queries you use. A pilot evaluates these tasks and the migration effort. The architecture and integration documentation supports the technical assessment.
Is lavalake always cheaper than Snowflake?
The economics depend on utilization, infrastructure, operations and migration. The TCO calculator compares ongoing costs with adjustable assumptions; a pilot adds actual measurements from your workload.
Do I have to move the entire warehouse at once?
You can start with a defined use case and evaluate both platforms in parallel. Then decide which additional workloads to move.
Let's work with your workload.
Let's explore your data sources, your use case and the right starting point together.