Roe AI specializes in processing unstructured data through an AI-powered multimodal data engine, facilitating compliance evaluation, commercial financing decision-making, and document analysis, as self-described.

Roe AI

Hugging Face, Inc. is a French-American company based in New York City that develops computer tools for building applications using machine learning. It is most notable for its transformers library built for natural language processing applications and its platform that allows users to share machine learning models and datasets and showcase their work.

Thomas Wolf

Clem Delangue

Julien Chaumond

Gaspar Cavaignac

Hugging Face, Inc.

Databricks is an American software company founded by the original creators of Apache Spark. It develops a web-based platform for working with Spark, providing automated cluster management and IPython-style notebooks. The company also develops Delta Lake, an open-source project to bring reliability to data lakes for machine learning and other data science use cases.

Reynold Xin

Matei Zaharia

Patrick Wendell

Databricks, Inc.

Snowflake Inc. provides a cloud-based data platform in the United States and internationally. The company's platform offers Data Cloud, which enables customers to consolidate data into a single source of truth to drive meaningful business insights, build data-driven applications, and share data. Its platform is used by various organizations of sizes in a range of industries. The company was formerly known as Snowflake Computing, Inc. and changed its name to Snowflake Inc. in April 2019. Snowflake Inc. was incorporated in 2012 and is based in Bozeman, Montana.

Metric
Company Name	Roe AI	Hugging Face, Inc.	Databricks, Inc.	Snowflake Inc.
Symbol				SNOW
MSH ID	AI:GETROE	CO:HUGGINGFACE	COM:DATABRICKS	COM:SNOWFLAKE
Market	PRIVATE	PRIVATE	PRIVATE	STOCKS
Sector	Technology	Technology	Technology	Technology
Industry	Information Technology	Artificial intelligence, machine learning, software development	Computer software	Software - Application
Country	US		US	US
Stage		Series
Employee Count		291	7.73K	7.30K
Website	getroe.ai	huggingface.co	databricks.com	snowflake.com
LinkedIn		huggingface	databricks	snowflake-computing
Founders

Metric
Market Cap	1.60B	43.50B	46.03B
Enterprise Value
Monthly Web Traffic	31.48M	4.13M	4.15M
Web Traffic Growth	0.13	0.06	0.05
Valuation
Raised Capital			621.46M

Metric
Revenue				2.81B
Revenue (LTM)
Revenue (NTM)
Gross Profit				1.89B
EBITDA				-921.98M
Operating Income				-1.09B
Net Income				-836.10M
EPS				-2.55
Diluted EPS				-2.55
Revenue 2022
Revenue 2023
Revenue 2024
Revenue 2025
Revenue 2026

Metric
Revenue Growth (LTM)
Revenue Growth (NTM)
Gross Profit Growth (LTM)
EBITDA Growth (LTM)
Net Income Growth (LTM)
14-Day Growth Score
28-Day Growth Score
90-Day Growth Score
365-Day Growth Score

Metric
Gross Profit Margin				0.68
Operating Profit Margin				-0.39
EBITDA Margin				-0.33
Net Profit Margin				-0.30
Return on Equity				-0.16
Return on Assets				-0.10
Return on Capital Employed				-0.20

AI:GETROE

Roe AI

Company Overview

Market Metrics

Financial Performance

Growth Metrics

Profitability Ratios

Valuation Multiples

Operational Metrics

Cash Flow Metrics

Balance Sheet Metrics

Efficiency Metrics

Metric
P/E Ratio				-80.80
P/B Ratio				14.34
Revenue Multiple (LTM)
Revenue Multiple (NTM)
EBITDA Multiple (LTM)
EBITDA Multiple (NTM)
Price to Sales Ratio				19.63
EV Multiple				-33.24

Metric
Days Sales Outstanding				71.17
Days Payables Outstanding				31.94
Days Inventory Outstanding				1.67K
Operating Cycle				1.79K
Cash Conversion Cycle				1.77K
Asset Turnover				0.46

Metric
Operating Cash Flow				888.62M
Free Cash Flow				790.66M
Cash Flow to Debt				3.39
Operating Cash Flow/Sales				0.32
Free Cash Flow Yield				0.01

Metric
Cash & Equivalents				1.76B
Accounts Receivable				-212.08M
Inventory				-926.90M
Goodwill				975.91M
Debt to Capitalization				0.07
Debt to Assets				0.04
Current Ratio				2.12
Quick Ratio				1.76

Metric
Rule of 40 (LTM)
Rule of 40 (NTM)
Stock Comp to Revenue				0.42
R&D to Revenue				0.44
SG&A to Revenue				0.12