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Databricks

Freemium🇺🇸HectocornCash Flow Positive

Data Intelligence Platform for Lakehouse and AI

84

Overall score

42

Heat score

Pricing

Community Edition$0
Pay As You GoStarts at $0.07/DBU for AI
Committed UseCustom

Technical Specs

Inputs

Data Sources, SQL Queries, Python Code, Text Prompts, Documents, Models

Outputs

Analytics Insights, Trained Models, Generated Code, AI Agents, Data Pipelines, Reports

AI Type

Generative AI

Model Architecture

MoE Transformer

Daily Prompts

N/A

Context Length

32.77K

Output Quality

Accuracy

87%

Content

82%

Reasoning

89%

Company Profile

Company

Databricks

Founded

2013

HQ

San Francisco, California, United States

Employees

9K

Total Raised / Total Funding

$20.2B

Revenue

$5.4B

Valuation

$134B

ARR

$5.4B

CEO

Ali Ghodsi

Overview

Estimated Paid Users

15K

Current estimate

Total Earnings Till Date

N/A

-79.55% from last month

Market Share

35%

Current share

Average Session

45

Per active user

Hallucination Rate

15%

Model quality signal

Growth Rate

+21.05%

Monthly active users

Burn Rate

N/A

Total expenses / years active

Paid User Gain

+22.22%

Monthly paid user trend

No demo video available yet.

Platforms

AD

Profit Analysis

$200M

Total Loss

$890M

Total Profit

$200M

Performance Metrics

Accuracy

87%

Context

82%

Reasoning

89%

Safety

85%

Benchmarks

MMLU

73.7%

HumanEval

70.1%

Databricks Models

DBRX

Type: Text

Description: State-of-the-art open MoE model with 132B parameters (36B active)

Context Length: 32.77K tokens

Architecture: MoE Transformer

Funding Rounds & Investors

Total Funding

$20.2B

Rounds

4

Series L

$5B

Dec 2025

At $134B valuation; source: company announcement 2025

Series I

$10B

Dec 2024

Large round at $62B valuation; source: Crunchbase 2024

Series B

$33M

Dec 2014

Series B round

Founders/Team

AG

Ali Ghodsi

Co-founder and CEO

IS

Ion Stoica

Co-founder and Executive Chairman

MZ

Matei Zaharia

Co-founder and CTO

Direct competitors

No direct competitors available.

Change Log / Major Updates

2013 · Jul 1

Databricks founded by creators of Apache Spark

2023 · Jun 1

Acquired MosaicML for $1.3B to boost AI offerings

2024 · Mar 27

Released state-of-the-art open MoE LLM DBRX with 32k context

Compliance, Integrations & Support

Industry: Not specified

Compliances: Not specified

Integrations: AWS, Azure, GCP, MosaicML

Support:email, help center, community forum, enterprise support

Target audience: Data Engineers, Data Scientists, ML Engineers, Analysts, Enterprises, Fortune 500 Companies, AI Developers, IT Leaders

Supported languages: English, Python, SQL, Scala, R

Databricks Acquisitions

TA

Tabular

June 4, 2024

N/A

MO

MosaicML

July 19, 2023

$1.3B

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More About Databricks

Founded in 2013 by the UC Berkeley researchers who created Apache Spark, Databricks began as a managed platform for big data processing and evolved into the leading data intelligence company by pioneering the lakehouse architecture.

Through strategic moves including the acquisition of MosaicML and the release of the high-performing open model DBRX, the company has become a major player in enterprise generative AI. Today it serves more than 15000 organizations worldwide including over 60% of the Fortune 500, delivering positive free cash flow while surpassing a $5.4 billion revenue run-rate in 2026 at a $134 billion valuation.

Databricks FAQ's

What is the Databricks Lakehouse?

The lakehouse combines the low-cost storage of data lakes with the reliability and performance of data warehouses.

How does Databricks pricing work?

It is usage-based, charged primarily by Databricks Units (DBUs) consumed plus underlying cloud infrastructure costs.

Is DBRX open source?

Yes, Databricks released DBRX as an open model in March 2024.

Who are Databricks' main customers?

Over 15000 organizations including more than 60% of the Fortune 500.

Does Databricks offer a free tier?

Yes, the Community Edition is available for learning and experimentation.