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Home»Technology»The startup behind open source tool Polars raises $21M from Accel
Technology

The startup behind open source tool Polars raises $21M from Accel

September 29, 2025No Comments2 Mins Read
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Polars founders Chiel Peters and Ritchie Vink
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Polars Raises €18 Million in Series A Funding Round

Amsterdam-based company Polars recently secured €18 million (approximately $21 million) in a Series A funding round led by Accel, with Bain Capital Partners and angel investors also participating. The company, known for the popular open-source project of the same name, has seen significant growth and success in the data processing industry.

A Passion Project Turned Successful Venture

Founder Ritchie Vink initially started Polars as a pet project during the Covid pandemic. Frustrated with the limitations of existing tools like Pandas, he set out to build a better query engine using Rust. Five years later, Polars has become a go-to tool for data scientists due to its superior performance in processing data.

Focus on Scalability and Innovation

Polars caught the attention of venture investors not only for its performance but also for its roadmap to becoming a scalable business. The recent launch of Polars Cloud, a managed data platform for running queries in the cloud at scale, marked a significant milestone for the company. The team is also working on Polars Distributed, a distributed engine designed to handle large datasets and support enterprise-level use cases.

Challenging Industry Giants

With the development of Polars Distributed, Polars aims to compete with industry giants like Apache Spark. By bridging the scale gap between Pandas and Spark, the company is poised to address the needs of enterprises dealing with massive and complex datasets.

Lessons for Aspiring Founders

Accel partner Zhenya Loginov emphasizes the importance of addressing significant problems in the industry, as demonstrated by Vink’s success with Polars. By identifying outdated technology and offering innovative solutions, founders can turn open-source projects into successful commercial ventures.

See also  Venture firm CRV raises $750M, downsizing after returning capital to investors

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Polars’ core product is already in use across various industries, including finance, life sciences, and logistics. The introduction of Polars Cloud and Polars Distributed signifies a new chapter for the company, positioning it as a key player in the data processing market.

As Polars continues to innovate and expand its product offerings, the company is set to revolutionize the way data is processed and analyzed, making it a significant player in the data science industry.

21M Accel open Polars raises source startup tool
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