IMSL provides numerical libraries and algorithms for advanced analytics and data analysis across various programming languages such as C, Fortran, Java, and Python. The libraries support applications in machine learning, data mining, financial services, and AI, self-described as powering these areas.

IMSL

fast.ai develops practical end-user products based on foundational research breakthroughs in AI.

fast.ai

Lightning AI provides a platform for coding, prototyping, training, deploying, and hosting AI web applications from a browser with zero setup.

Lightning 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

Julien Chaumond

Gaspar Cavaignac

Clem Delangue

Hugging Face, Inc.

Accountants at Imsl

Sonam Choden

Search Engine Optimization Specialist at Imsl

Shahidur Rahman

Digital marketing experts at Imsl

hasan manikggc

Brand Representative at Imsl

Abdullah fahim

Imsl

Metric
Company Name	IMSL	fast.ai	Lightning AI	Hugging Face, Inc.
Symbol
MSH ID	COM:IMSL	AI:FAST	AI:LIGHTNING	CO:HUGGINGFACE
Market	PRIVATE	PRIVATE	PRIVATE	PRIVATE
Sector	Technology	Technology	Technology	Technology
Industry	Software	Artificial Intelligence	Artificial Intelligence and Cloud Computing	Artificial intelligence, machine learning, software development
Country	US	US	US
Stage
Employee Count	11		11	291
Website	imsl.com	fast.ai	lightning.ai	huggingface.co
LinkedIn	imsl		pytorch-lightning	huggingface
Founders

Metric
Market Cap		1.60B
Enterprise Value
Monthly Web Traffic	304
Web Traffic Growth	-0.91
Valuation
Raised Capital

Metric
Revenue
Revenue (LTM)
Revenue (NTM)
Gross Profit
EBITDA
Operating Income
Net Income
EPS
Diluted EPS
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				17.15
28-Day Growth Score				69.07
90-Day Growth Score				46.89
365-Day Growth Score				82.36

Metric
Gross Profit Margin
Operating Profit Margin
EBITDA Margin
Net Profit Margin
Return on Equity
Return on Assets
Return on Capital Employed

IMSL

COM:IMSL

IMSL

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
P/B Ratio
Revenue Multiple (LTM)
Revenue Multiple (NTM)
EBITDA Multiple (LTM)
EBITDA Multiple (NTM)
Price to Sales Ratio
EV Multiple

Metric
Days Sales Outstanding
Days Payables Outstanding
Days Inventory Outstanding
Operating Cycle
Cash Conversion Cycle
Asset Turnover

Metric
Operating Cash Flow
Free Cash Flow
Cash Flow to Debt
Operating Cash Flow/Sales
Free Cash Flow Yield

Metric
Cash & Equivalents
Accounts Receivable
Inventory
Goodwill
Debt to Capitalization
Debt to Assets
Current Ratio
Quick Ratio

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