head to head · open source

Apache SkyWalking vs telegraf

Apache SkyWalking has 24,984 GitHub stars, 6,630 forks, 41 open issues and last shipped yesterday. telegraf has 17,893 stars, 5,846 forks, 449 open issues and last shipped yesterday. Apache SkyWalking leads on adoption by 40% (24,984 vs 17,893 stars). Apache SkyWalking is written in Java under Apache-2.0; telegraf is written in Go under MIT. Apache SkyWalking has attracted 27% as many forks as stars, telegraf 33%. telegraf was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 2 topic tags (metrics, telegraf), so they are genuine substitutes rather than adjacent tools.

Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.

Apache SkyWalking ★ 25K telegraf ★ 18K category Infrastructure & Operations

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Side by side

Apache SkyWalking telegraf
GitHub stars ★ 25K ★ 18K
License Apache-2.0 MIT
Written in Java Go
Last push 2026-11-02 2026-11-02
Forks ⑂ 6.6K ⑂ 5.8K
Self-hosting Yes Yes
Data ownership Your server Your server

pick Apache SkyWalking if

  • You weight community size — 25K 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

full Apache SkyWalking profile →

pick telegraf if

  • You want the telegraf feature set and don't need the biggest community
  • You prefer the MIT license terms
  • Your stack matches Go
  • You evaluated both and telegraf fits your workflow better

full telegraf profile →

About Apache SkyWalking

Apache SkyWalking ========== SkyWalking : an APM (Application Performance Monitoring) system, especially designed for microservices, cloud native and container based architectures. Abstract SkyWalking is an open source APM system that provides monitoring, tracing and diagnosing capabilities for distributed systems in Cloud Native architectures. Distributed Tracing End to end distributed tracing. Service topology analysis, service centric observability and APIs dashboards. Agents for your stack Java, .Net Core, PHP, NodeJS, Golang, LUA, Rust, C++, Client JavaScript and Python agents with active development and…

read the full Apache SkyWalking overview →

About telegraf

Telegraf Telegraf is an agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data. Offers a comprehensive suite of over 300 plugins, covering a wide range of functionalities including system monitoring, cloud services, and message passing Enables the integration of user defined code to collect, transform, and transmit data efficiently Compiles into a standalone static binary without any external dependencies, ensuring a streamlined deployment process Utilizes TOML for configuration, providing a user friendly and unambiguous setup experience Developed with contributions…

read the full telegraf overview →

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Frequently asked questions

Is Apache SkyWalking or telegraf more popular?

Apache SkyWalking has 24,984 GitHub stars and telegraf has 17,893. Apache SkyWalking has the larger community by that measure.

Are Apache SkyWalking and telegraf free?

Both are open source. Apache SkyWalking is licensed under Apache-2.0 and telegraf under MIT. Neither carries a licence fee.

What is the difference between Apache SkyWalking and telegraf?

Apache SkyWalking is written in Java and telegraf in Go. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.

Which should I choose, Apache SkyWalking or telegraf?

Choose Apache SkyWalking if you want the larger community (24,984 stars) or its Apache-2.0 licence terms. Choose telegraf if its feature set, stack or MIT licence fits better. Both are self-hostable.