◆ Gentoo Logic · Modeling Warehouse
Warehouse › Data Platform › Databricks

Data Platform · Multi-Cloud

Databricks

Lakehouse deployed into the customer's own cloud (AWS/Azure/GCP), built on open Spark + Delta Lake. Ships its own open model DBRX and the Mosaic AI training/serving stack.

Foundation proximity: Native (own / self-hosted weights)

Foundational models & how they consume them

PrimaryDBRX (own open model)· self-hosted · Native (own / self-hosted weights)
SecondaryLlama (open)· self-hosted · Native (own / self-hosted weights)

Cloud & datastore

Multi-CloudDelta Lake (Parquet on object storage)Apache Spark

Compliance

SOC 2HIPAAFedRAMPISO 27001

Similar companies

SnowflakeConfluent
Head-to-head: Databricks vs SnowflakeDatabricks vs Confluent

Others that build on proprietary / self-built models

Abnormal SecurityAbridgeAdobeAI21 LabsAleph AlphaAmbience

Explore

Native (own / self-hosted weights) →More on Multi-Cloud →

FAQ

Does Databricks use a foundational AI model?
Databricks uses DBRX (own open model), Llama (open) (Native (own / self-hosted weights)).
What cloud does Databricks run on?
Databricks runs on Multi-Cloud.
What database does Databricks use?
Databricks uses Delta Lake (Parquet on object storage), Apache Spark.
How close does Databricks run to the foundational model?
Databricks is Native (own / self-hosted weights) — close to the metal, so cheaper tokens and more control over outputs.

Sources

databricks.com ↗

Also on the map

proprietary / self-built modelsMeta · Llama

← Full orbit map (260 companies) · Score your own stack →

Architecture inferred from public sources · confidence high · verify before betting on a detail.