Milvus vs VictoriaLogs
A side-by-side comparison of two self-hosted apps from related categories — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
Milvus
Open-source vector database built for scalable similarity search
VS
VictoriaLogs
Fast and resource-efficient open-source log database
| Feature | Milvus | VictoriaLogs |
|---|---|---|
| Category | Search Engines | Monitoring & Status |
| License | Apache-2.0 | Apache-2.0 |
| Language | Go | Go |
| Setup difficulty | Hard | Medium |
| Min. RAM | 4,096 MB | 256 MB |
| Deployment | docker, kubernetes, helm | docker, kubernetes, binary |
| GitHub stars | ★ 45,556 | ★ 2,118 |
| First released | 2019 | 2023 |
| Replaces | Pinecone, Elasticsearch | Splunk, Elasticsearch |
Why pick each one
Frequently asked questions
Is Milvus or VictoriaLogs better?
Neither is universally better. Milvus has the larger community, while VictoriaLogs is simpler to set up (medium difficulty). Choose based on the comparison table above and your own setup.
Are Milvus and VictoriaLogs free and open-source?
Yes. Milvus is licensed under Apache-2.0 and VictoriaLogs under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Milvus and VictoriaLogs with Docker?
Milvus: yes. VictoriaLogs: yes.