head to head · open source
seatunnel vs aws-sdk-pandas
seatunnel has 9,657 GitHub stars, 2,416 forks, 705 open issues and last shipped today. aws-sdk-pandas has 4,119 stars, 748 forks, 53 open issues and last shipped yesterday. seatunnel leads on adoption by 134% (9,657 vs 4,119 stars). seatunnel is written in Java under Apache-2.0; aws-sdk-pandas is written in Python under Apache-2.0. seatunnel has attracted 25% as many forks as stars, aws-sdk-pandas 18%. seatunnel was the more recently maintained of the two, and both are self-hostable with no licence fee.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| seatunnel | aws-sdk-pandas | |
|---|---|---|
| GitHub stars | ★ 9.7K | ★ 4.1K |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Java | Python |
| Last push | 2026-09-20 | 2026-09-19 |
| Forks | ⑂ 2.4K | ⑂ 748 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick seatunnel if
- You weight community size — 9.7K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Java
- You value the larger contributor base for long-term maintenance
pick aws-sdk-pandas if
- You want the aws-sdk-pandas feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and aws-sdk-pandas fits your workflow better
About seatunnel
Apache SeaTunnel is a multimodal, high performance, distributed data integration tool that is capable of synchronizing vast amounts of data daily. It is an Apache Software Foundation project written in Java and released under the Apache 2.0 license, with a home on the web at seatunnel.apache.org. The project has been in development for roughly nine years and has accumulated 9,652 stars and 2,407 forks on GitHub. It sits in the Data & Analytics ecosystem, specifically in data engineering and integration, and it is built around a connector driven model: sources, sinks, and transforms are configured as jobs, and tho…
read the full seatunnel overview →
About aws-sdk-pandas
AWS SDK for pandas is a Python library for working with pandas DataFrames on AWS. It is published as awswrangler and is listed under Data & Analytics / Data Engineering & Integration. The project presents itself as Pandas on AWS and is an AWS Professional Service open source initiative under the Apache 2.0 license.
read the full aws-sdk-pandas overview →
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Frequently asked questions
Is seatunnel or aws-sdk-pandas more popular?
seatunnel has 9,657 GitHub stars and aws-sdk-pandas has 4,119. seatunnel has the larger community by that measure.
Are seatunnel and aws-sdk-pandas free?
Both are open source. seatunnel is licensed under Apache-2.0 and aws-sdk-pandas under Apache-2.0. Neither carries a licence fee.
What is the difference between seatunnel and aws-sdk-pandas?
seatunnel is written in Java and aws-sdk-pandas in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, seatunnel or aws-sdk-pandas?
Choose seatunnel if you want the larger community (9,657 stars) or its Apache-2.0 licence terms. Choose aws-sdk-pandas if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.