8 Scale AI Statistics (2025):
Revenue, Valuation, Funding, Competitors

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Written by the TapTwice Digital Team

8 Scale AI Statistics for 2025: Revenue, Valuation, Funding, Competitors - blog post image

Scale AI is a data infrastructure company that helps businesses build high-quality training data for AI applications.


Founded in 2016 by Alexandr Wang when he was just 19 years old, Scale AI has become a critical partner for companies developing AI systems across industries like autonomous vehicles, robotics, and generative AI.


Scale AI provides human-powered data labeling and annotation services, which are essential for training machine learning models.


Continue reading to find the latest Scale AI statistics in 2025.


Here's a quick breakdown of what we'll cover:

Scale AI Stats (Highlights)

  • Scale AI generated $870 million in revenue in 2024.
  • Scale AI is projected to reach $2 billion in revenue in 2025.
  • Scale AI has a valuation of $13.8 billion as of May 2024.
  • Scale AI has raised a total of $1.6 billion in funding to date.
  • Scale AI founder Alexandr Wang owns 15% of the company.
  • Scale AI has approximately 900 employees worldwide.

Scale AI Revenue

Scale AI generated $870 million in revenue in 2024, a 14.5% increase from $760 million in 2023.

Scale AI revenue - chart (2022-2025)

Scale AI is projected to more than double its revenue to $2 billion in 2025, representing a 130% increase from 2024.


Here's a table showing Scale AI's annual revenue by year (2022-2025):

YearScale AI Revenue
2022 $250 million
2023 $760 million
2024 $870 million
2025 (Projected) $2 billion

Sources:

Bloomberg, Forbes

Scale AI Valuation

Scale AI has a valuation of $13.8 billion as of its Series F funding round in May 2024.

Scale AI valuation - Scale AI has a valuation of $13.8 billion.

Recent reports suggest the company is seeking a valuation as high as $25 billion in a potential future funding round or tender offer.


Here's a chart showing Scale AI's valuation by year (2019-2025):

Scale AI valuation - chart (2019-2025)

Here's a table showing Scale AI's valuation by year (2019-2025):

DateFunding RoundScale AI Valuation
August 2019 Series C >$1 billion
December 2020 Series D $3.5 billion
April 2021 Series E $7 billion
May 2024 Series F $13.8 billion
Potential Future (Discussed Target) Up to $25 billion

Source:

Reuters

Scale AI Funding

Scale AI has raised a total of $1.6 billion in funding across 7 rounds, with its most recent Series F round securing $1 billion in May 2024.

Scale AI funding - Scale AI has raised a total of $1.6 billion in funding.

Scale AI's Series F round ($1 billion) in 2024 is 62.5% of all funding the company has raised since its founding.


Here's a chart showing Scale AI's funding by year (2016-2024):

Scale AI funding - chart (2016-2024)

Here's a table of Scale AI's funding history:

DateRoundAmount RaisedValuationLead Investor(s)
August 2016 Seed $120K Not disclosed Y Combinator
May 2017 Series A $4.5M Not disclosed Accel
August 2018 Series B $18M Not disclosed Index Ventures
August 2019 Series C $100M >$1B Founders Fund
December 2020 Series D $155M $3.5B Tiger Global
April 2021 Series E $325M $7B Dragoneer, Tiger Global
May 2024 Series F $1B $13.8B Accel

Source:

TechCrunch

Scale AI Investors

Scale AI investors include: Amazon, Meta, Nvidia, Intel Capital, AMD Ventures, Cisco Investments, Accel, Index Ventures, Elad Gil, Nat Friedman, Adam D'Angelo, Justin Kan, and Drew Houston.

Scale AI investors - Investors include: Accel, Index Ventures, Founders Fund, Tiger Global, Dragoneer, Coatue, Thrive Capital, Y Combinator, Amazon, Meta (Facebook), Nvidia, Intel Capital, AMD Ventures, Cisco Investments, ServiceNow Ventures, Elad Gil, Nat Friedman, Kevin Systrom, Mike Krieger, Adam D'Angelo, Justin Kan, Drew Houston.

Here's a table showing some of the key investors in Scale AI categorized by type:

Investor TypeScale AI Investors
Venture Capital Accel, Index Ventures, Founders Fund, Tiger Global, Dragoneer, Coatue, Thrive Capital, Y Combinator
Corporate Investors Amazon, Meta (Facebook), Nvidia, Intel Capital, AMD Ventures, Cisco Investments, ServiceNow Ventures
Angel Investors Elad Gil, Nat Friedman, Kevin Systrom, Mike Krieger, Adam D'Angelo, Justin Kan, Drew Houston

Scale AI Competitors

Scale AI competitors include: Labelbox, SuperAnnotate, V7, Snorkel AI, and Encord. All of which are in the AI data infrastructure space.

Scale AI competitors - Scale AI competitors include: Labelbox, SuperAnnotate, V7, Snorkel AI, and Encord.

Here are the main competitors to Scale AI with some more information on each:

CompanyFocus AreaCompetitive Overlap
Labelbox Data labeling, model training, ML pipelines One of the most direct alternatives; used by major enterprise clients
SuperAnnotate Image/video annotation, team collaboration Scales annotation pipelines with strong collaboration tooling
V7 AI-assisted labeling for computer vision Competes directly on automation and quality of vision data pipelines
Snorkel AI Programmatic labeling, weak supervision Popular in academia and enterprise for automating labeling at scale
Encord Active learning, visual data management Focused on safety-critical applications like medical and robotics data

Scale AI Ownership

Scale AI founder Alexandr Wang owns 15% of the company, which at the current valuation of $13.8 billion is worth approximately $2.1 billion.

Scale AI ownership - Alexandr Wang (founder) owns 15% of Scale AI.

Wang founded Scale AI in 2016 at age 19 after dropping out of MIT, making him one of the youngest self-made billionaires in the world.

Source:

Observer

Scale AI IPO

Scale AI is currently not looking to IPO. Scale AI founder Alexandr Wang has stated:


"I think our goal is to build a super sustainable business where we don't need to keep raising outside capital…we don't really need to keep raising outside capital, beyond this."

Scale AI IPO plans - Scale AI is currently not looking to IPO according to founder Alexandr Wang.

Despite investor interest in taking the company public, Wang appears focused on building a sustainable business model that doesn't rely on continuous fundraising or public market capital.

Source:

TechCrunch

Scale AI Employees

Scale AI has approximately 900 employees worldwide as of 2025.

Scale AI employees - Scale AI has approximately 900 employees worldwide.

The company has significantly expanded its workforce to support its rapid growth and the increasing demand for AI data infrastructure services.

Source:

Scale AI

Conclusion

Scale AI is in a good position for more growth as the AI industry continues to expand rapidly.


As AI adoption continues to increase rapidly across various industries, Scale AI's data infrastructure and annotation services will likely remain in high demand.


This is particularly true for training and improving large language models, computer vision systems, and other AI applications that require high-quality labeled data.

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