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Last year we published our first aggregated report on open source usage data on Scarf and since then we’ve been pleased to see Scarf data cited by others, whether discussing open source or advocating for it. This latest edition of The Scarf Report covers the quarterly numbers for Q4 2023, as well as 2023 in its entirety.
Overall Open Source Usage in Q4 and 2023
Overall Open Source Software Usage - 2023
Q4 2023 saw a 176 million increase in OSS downloads compared to Q3 2023, a 40% increase. This was paired with an increase of 800,000 unique origins, (Scarf’s closest approximation of a unique downloader of software) compared to the previous quarter.
Over the course of 2023, Scarf tracked a total of 1.6 billion OSS downloads from 15.4 million unique origins. Monthly uniques roughly doubled from the start to end of the year.
Open Source Software Usage across Fortune 500 Companies
Enterprise Open Source Usage - Q4 2023
In the last quarter of 2023, top Fortune 500 companies heavily involved in open-source software included Apple, Amazon, Microsoft, and Cisco. In Q4 alone, we identified 470 organizations engaging with OSS through Scarf.
Enterprise Open Source Usage - 2023
A few companies that consistently ranked in the Top 10 for OSS usage throughout the year, we observed:
Apple
Cisco
Oracle
Microsoft
Disney
IBM
With 94% of the Fortune 500 seen interacting with open source software tracked with Scarf in Q4 2023, data from Scarf serves as compelling and concrete evidence that open source is critical to enterprises globally. This is also further evidence that Scarf and approaches like it can uncover commercial open source usage that would otherwise go unreported.
Regional Usage of Open Source Software
Open source usage is global, but looking at the geographical statistics of Scarf downloads continues to show interesting results and trends. Significant growth in certain regions can be attributed to a number of potential factors: increased traction of Scarf itself, increased regional traction of particular projects that use Scarf, or increase in regional popularity of open source as a whole.
Regional Open Source Usage - Q4 2023
Regional Open Source Growth - Q4 2023
Regional Open Source Growth - 2023
Open Source Usage in the Public Sector
Scarf data shows that governments around the world leverage open source for application development and day to day operations. All IP addresses are tagged with a `connection_type`, representing if the internet connection belongs to an ISP, a business, a hosting provider, an educational institution or a government organization. Analyzing the unique organizations on `government` connection types give a unique view into the public sector adoption of open source worldwide.
Public Sector Open Source Usage - 2023
Container Registries
While Scarf tracks downloads of various artifact types, the most popular kind of artifact container images. Container downloads on Scarf have surfaced the rapid rise to prominence of GitHub Container Registry, but Docker Hub remains the dominant container registry by a wide margin, still receiving twice as much volume of pulls on Scarf.
Container Registries Usage - Q4 2023
Over the course of the year, the share of artifacts pulled through Scarf from Docker Hub has continued to increase, with its share of pulls increasing 16% between the first and last quarter of the year.
Container Registries - Q4 2023
Our Takeaways
As large organizations in both the private and public sector increase their reliance on open source, opportunities for successful commercialization of open source software also becomes increasingly achievable. We are confident that this upward trajectory will foster innovation, growth, and expansion within the open source community.
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Last year we published our first aggregated report on open source usage data on Scarf and since then we’ve been pleased to see Scarf data cited by others, whether discussing open source or advocating for it. This latest edition of The Scarf Report covers the quarterly numbers for Q4 2023, as well as 2023 in its entirety.
Overall Open Source Usage in Q4 and 2023
Overall Open Source Software Usage - 2023
Q4 2023 saw a 176 million increase in OSS downloads compared to Q3 2023, a 40% increase. This was paired with an increase of 800,000 unique origins, (Scarf’s closest approximation of a unique downloader of software) compared to the previous quarter.
Over the course of 2023, Scarf tracked a total of 1.6 billion OSS downloads from 15.4 million unique origins. Monthly uniques roughly doubled from the start to end of the year.
Open Source Software Usage across Fortune 500 Companies
Enterprise Open Source Usage - Q4 2023
In the last quarter of 2023, top Fortune 500 companies heavily involved in open-source software included Apple, Amazon, Microsoft, and Cisco. In Q4 alone, we identified 470 organizations engaging with OSS through Scarf.
Enterprise Open Source Usage - 2023
A few companies that consistently ranked in the Top 10 for OSS usage throughout the year, we observed:
Apple
Cisco
Oracle
Microsoft
Disney
IBM
With 94% of the Fortune 500 seen interacting with open source software tracked with Scarf in Q4 2023, data from Scarf serves as compelling and concrete evidence that open source is critical to enterprises globally. This is also further evidence that Scarf and approaches like it can uncover commercial open source usage that would otherwise go unreported.
Regional Usage of Open Source Software
Open source usage is global, but looking at the geographical statistics of Scarf downloads continues to show interesting results and trends. Significant growth in certain regions can be attributed to a number of potential factors: increased traction of Scarf itself, increased regional traction of particular projects that use Scarf, or increase in regional popularity of open source as a whole.
Regional Open Source Usage - Q4 2023
Regional Open Source Growth - Q4 2023
Regional Open Source Growth - 2023
Open Source Usage in the Public Sector
Scarf data shows that governments around the world leverage open source for application development and day to day operations. All IP addresses are tagged with a `connection_type`, representing if the internet connection belongs to an ISP, a business, a hosting provider, an educational institution or a government organization. Analyzing the unique organizations on `government` connection types give a unique view into the public sector adoption of open source worldwide.
Public Sector Open Source Usage - 2023
Container Registries
While Scarf tracks downloads of various artifact types, the most popular kind of artifact container images. Container downloads on Scarf have surfaced the rapid rise to prominence of GitHub Container Registry, but Docker Hub remains the dominant container registry by a wide margin, still receiving twice as much volume of pulls on Scarf.
Container Registries Usage - Q4 2023
Over the course of the year, the share of artifacts pulled through Scarf from Docker Hub has continued to increase, with its share of pulls increasing 16% between the first and last quarter of the year.
Container Registries - Q4 2023
Our Takeaways
As large organizations in both the private and public sector increase their reliance on open source, opportunities for successful commercialization of open source software also becomes increasingly achievable. We are confident that this upward trajectory will foster innovation, growth, and expansion within the open source community.
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Today, the most commonly accepted metrics for open source adoption and growth are heavily focused on the contributors and community (the idea is healthy contributions should equate to healthy adoption). While these are useful metrics, they are only part of the picture. This guide is built for those at open-source-based companies who are responsible for growth and adoption.
We’ve got some exciting news: Scarf just launched a powerful, native integration with Salesforce, bringing Scarf’s rich open source usage data directly into your CRM. No more bouncing between tools or setting up S3 data exports—you can now get all the insights you need where you already do your work.
Scarf, a platform designed to provide open-source projects with deeper insights into their users and usage patterns, was the answer ARMO needed. By integrating Scarf into Kubescape, ARMO was able to regain visibility into which company has been using Kubescape, filling the gap left after their CNCF contribution.
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Exporting data tracked by Scarf is essential for analytics, reporting, and integration with other tools. Scarf adds open-source usage metrics to the data you already collect, giving you a fuller picture of how your project is used. This helps you monitor trends, measure impact, and make better data-driven decisions.
Scarf helps you unlock the full potential of your open source project by collecting valuable usage data in three key ways: Scarf Packages, in-app telemetry, and tracking pixels. In this post, we’ll break down each of these powerful tools and show you how to use them to optimize your open source strategy.
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Implementing telemetry in your open source project helps you determine whether people are testing your software and continuing its use over time. Such insights not only confirm if the developed software meets users' needs but also helps identify which versions are being adopted and which might be vulnerable to the latest bugs or other issues.
Prisma turned to Scarf for a monthly Strategic Insights Report. By integrating Scarf into various parts of their web and software delivery infrastructure, Prisma now knows relevant details about their users in terms of company size, industry, location and much more.
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CopilotKit implemented Scarf to gain visibility into their open-source community. By adding Scarf to their documentation, they could see which companies were actively engaging with their resources, providing valuable insights into potential leads and customer segments.
Tracking downloads of your open-source projects is key to understanding user engagement. With Scarf, you can see which businesses are using your project, which versions are popular, which platforms are being targeted, and more. This playbook will show you how to set up Scarf to monitor your project’s downloads.
On July 16th, we hosted our first-ever Scarf Summit, celebrating analytics for open source and the significant improvements we’ve made to the Scarf platform. In case you missed it, here’s a recap of all the key updates shared by our Engineering Leader, Aaron Porter.
In this episode of the Haskell Interlude Podcast, Joachim Breitner and Andreas Löh sit down with Avi Press, the founder of Scarf, to discuss his journey with Haskell, the telemetry landscape in open source software, and the technical as well as operational challenges of building a startup with Haskell at its core.
Scarf Basic and Premium tiers have long had the ability to sort their open source usage data by company, domain, events, last seen, and funnel stage. But our customers have been wanting more. Now you can hyper target by combining region, tech stack, and funnel stage, making outreach as refined and low friction as possible.
Understanding open source user engagements and usage is obscured by a lack of actionable data, a result of its inherent openness and anonymity. Embracing a data-driven approach to open source projects helps them not only grow, but also understand the keys to their success, benefiting everyone involved.
As an open source company, Garden knew how hard it was going to be to get usage data. Adding Scarf for analytics on open source downloads turned anonymous numbers into company names. Using Scarf’s privacy-first analytics also helped Garden to know what kind of companies were using their OSS and where they were located.
Once Heroic started using Scarf, they learned that they were even more popular than they thought they were. Using Scarf, they were able to determine where, by country, their users were downloading from, and how many per day.
Any LF project maintainer can use Scarf without needing any further approval from the foundation. Scarf is offering all LF projects free accounts with a few additional features over our base free version. LF projects will get usage data like docs, downloads, and page views with unlimited free seat licenses and data retention.
Union is an open source first company. It uses Scarf to drive their DevRel strategy and improve their open source project. It also uses Scarf to power its consultative sales approach to help customers where it makes sense. Union has been successfully leveraging Scarf funnel analysis to shape the product to better fit the market so that they can focus on ensuring that companies can get value from Flyte sooner.
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Smallstep wanted to understand the impact of their open-source project on enterprise adoption of their commercial security solutions. Smallstep uses Scarf to better understand user interactions and software usage, providing insights into its user base and potential customer segments as an important signal for commercial use.
Diagrid was founded in 2022 by the creators of the popular Dapr open source project. Making data-driven decisions for a commercial company built on an open source project that had no real concrete data, was a real challenge. Diagrid translated Scarf data into valuable insights for marketing and product development of their commercial product.
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Unstructured had so much usage of their open source, but so little data. Prior to Scarf, they mostly had GitHub information for things like downloads and stars. It was difficult to separate the good signal from the noise without any specific information that would help them to better target this large and growing open source user base or data to influence their product roadmap.
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We are thrilled to announce that we have successfully completed a Type 1 System and Organization Controls 2 (SOC 2) examination for our Scarf Platform service as of January 31, 2024.
When Scarf emerged back in 2019, many people expressed skepticism that usage analytics would ever be tolerated in the open source world. 5 years later, Scarf has shown this once solidified cultural norm can indeed change. Learn how Scarf's journey mirrors a broader shift in open source culture and why embracing usage analytics could shape the future of open software development.
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At the All Things Open conference, Emily Omier, a seasoned positioning consultant, sat down with Avi Press (Founder and CEO, Scarf) and Matt Yonkovit (The HOSS, Scarf) to discuss how to message, position, and validate your open source product on The Hacking Open Source Business Podcast. You can watch the full episode below or continue reading for a recap.
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In this recap of the first episode of the Hacking Open Source Business Podcast, co-hosts Matt Yonkovit and Avi Press, Scarf Founder and CEO, dig into a recent controversy that highlights the challenges open source projects face trying to create sustainable revenue streams to support a business or a non-profit that funds the project’s growth.
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Should Python eggs be deprecated in favor of wheels? What does the data show? This post explores how the right data can make decisions like this easier for maintainers and Open Source organizations.
In a new blog post series, we'll highlight great OSS projects that are using Scarf. Today, we are featuring IHP, a modern batteries-included Haskell web framework
Our mission here at Scarf centers around enhancing the connections between open source software maintainers and end users. Learn how Scarf + Nomia can reduce the complexity and increase the efficiency of the end-user open source integration experience.
Today, the most commonly accepted metrics for open source adoption and growth are heavily focused on the contributors and community (the idea is healthy contributions should equate to healthy adoption). While these are useful metrics, they are only part of the picture. This guide is built for those at open-source-based companies who are responsible for growth and adoption.
We’ve got some exciting news: Scarf just launched a powerful, native integration with Salesforce, bringing Scarf’s rich open source usage data directly into your CRM. No more bouncing between tools or setting up S3 data exports—you can now get all the insights you need where you already do your work.
Scarf, a platform designed to provide open-source projects with deeper insights into their users and usage patterns, was the answer ARMO needed. By integrating Scarf into Kubescape, ARMO was able to regain visibility into which company has been using Kubescape, filling the gap left after their CNCF contribution.
Last year we published our first aggregated report on open source usage data on Scarf and since then we’ve been pleased to see Scarf data cited by others, whether discussing open source or advocating for it. This latest edition of The Scarf Report covers the quarterly numbers for Q4 2023, as well as 2023 in its entirety.
Overall Open Source Usage in Q4 and 2023
Overall Open Source Software Usage - 2023
Q4 2023 saw a 176 million increase in OSS downloads compared to Q3 2023, a 40% increase. This was paired with an increase of 800,000 unique origins, (Scarf’s closest approximation of a unique downloader of software) compared to the previous quarter.
Over the course of 2023, Scarf tracked a total of 1.6 billion OSS downloads from 15.4 million unique origins. Monthly uniques roughly doubled from the start to end of the year.
Open Source Software Usage across Fortune 500 Companies
Enterprise Open Source Usage - Q4 2023
In the last quarter of 2023, top Fortune 500 companies heavily involved in open-source software included Apple, Amazon, Microsoft, and Cisco. In Q4 alone, we identified 470 organizations engaging with OSS through Scarf.
Enterprise Open Source Usage - 2023
A few companies that consistently ranked in the Top 10 for OSS usage throughout the year, we observed:
Apple
Cisco
Oracle
Microsoft
Disney
IBM
With 94% of the Fortune 500 seen interacting with open source software tracked with Scarf in Q4 2023, data from Scarf serves as compelling and concrete evidence that open source is critical to enterprises globally. This is also further evidence that Scarf and approaches like it can uncover commercial open source usage that would otherwise go unreported.
Regional Usage of Open Source Software
Open source usage is global, but looking at the geographical statistics of Scarf downloads continues to show interesting results and trends. Significant growth in certain regions can be attributed to a number of potential factors: increased traction of Scarf itself, increased regional traction of particular projects that use Scarf, or increase in regional popularity of open source as a whole.
Regional Open Source Usage - Q4 2023
Regional Open Source Growth - Q4 2023
Regional Open Source Growth - 2023
Open Source Usage in the Public Sector
Scarf data shows that governments around the world leverage open source for application development and day to day operations. All IP addresses are tagged with a `connection_type`, representing if the internet connection belongs to an ISP, a business, a hosting provider, an educational institution or a government organization. Analyzing the unique organizations on `government` connection types give a unique view into the public sector adoption of open source worldwide.
Public Sector Open Source Usage - 2023
Container Registries
While Scarf tracks downloads of various artifact types, the most popular kind of artifact container images. Container downloads on Scarf have surfaced the rapid rise to prominence of GitHub Container Registry, but Docker Hub remains the dominant container registry by a wide margin, still receiving twice as much volume of pulls on Scarf.
Container Registries Usage - Q4 2023
Over the course of the year, the share of artifacts pulled through Scarf from Docker Hub has continued to increase, with its share of pulls increasing 16% between the first and last quarter of the year.
Container Registries - Q4 2023
Our Takeaways
As large organizations in both the private and public sector increase their reliance on open source, opportunities for successful commercialization of open source software also becomes increasingly achievable. We are confident that this upward trajectory will foster innovation, growth, and expansion within the open source community.
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