head to head · open source
Grafana Loki vs slog
Grafana Loki has 28,917 GitHub stars, 4,115 forks, 1,620 open issues and last shipped yesterday. slog has 1,708 stars, 98 forks, 57 open issues and last shipped 4 months ago. Grafana Loki leads on adoption by 1,593% (28,917 vs 1,708 stars). Grafana Loki is written in Go under AGPL-3.0; slog is written in Rust under Apache-2.0. Grafana Loki has attracted 14% as many forks as stars, slog 6%. Grafana Loki was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (logging), 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.
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Side by side
| Grafana Loki | slog | |
|---|---|---|
| GitHub stars | ★ 29K | ★ 1.7K |
| License | AGPL-3.0 | Apache-2.0 |
| Written in | Go | Rust |
| Last push | 2026-09-19 | 2026-06-01 |
| Forks | ⑂ 4.1K | ⑂ 98 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Grafana Loki if
- You weight community size — 29K stars and counting
- You want the AGPL-3.0 license terms
- Your stack matches Go
- You value the larger contributor base for long-term maintenance
pick slog if
- You want the slog feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Rust
- You evaluated both and slog fits your workflow better
About Grafana Loki
Grafana Loki is a log aggregation system designed as the log oriented counterpart to Prometheus. It operates within the cloud native observability ecosystem, specifically targeting Kubernetes and containerized environments. Loki avoids expensive full text indexing by indexing only metadata labels attached to log streams, storing the raw log content in compressed form. This design choice makes Loki significantly simpler to operate and more cost effective than traditional log systems that index every word.
read the full Grafana Loki overview →
About slog
slog is an ecosystem of reusable components for structured, contextual, extensible and composable logging in Rust, built for Rust developers and teams who need more than the standard log crate provides.
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Frequently asked questions
Is Grafana Loki or slog more popular?
Grafana Loki has 28,917 GitHub stars and slog has 1,708. Grafana Loki has the larger community by that measure.
Are Grafana Loki and slog free?
Both are open source. Grafana Loki is licensed under AGPL-3.0 and slog under Apache-2.0. Neither carries a licence fee.
What is the difference between Grafana Loki and slog?
Grafana Loki is written in Go and slog in Rust. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, Grafana Loki or slog?
Choose Grafana Loki if you want the larger community (28,917 stars) or its AGPL-3.0 licence terms. Choose slog if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.