head to head · open source

faiss vs zvec

faiss has 40,929 GitHub stars, 4,526 forks, 327 open issues and last shipped yesterday. zvec has 15,964 stars, 996 forks, 56 open issues and last shipped yesterday. faiss leads on adoption by 156% (40,929 vs 15,964 stars). faiss is written in C++ under MIT; zvec is written in C++ under Apache-2.0. faiss has attracted 11% as many forks as stars, zvec 6%. faiss 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.

faiss ★ 41K zvec ★ 16K category AI & Machine Learning

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Side by side

faiss zvec
GitHub stars ★ 41K ★ 16K
License MIT Apache-2.0
Written in C++ C++
Last push 2026-09-18 2026-09-18
Forks ⑂ 4.5K ⑂ 996
Self-hosting Yes Yes
Data ownership Your server Your server

pick faiss if

  • You weight community size — 41K stars and counting
  • You want the MIT license terms
  • Your stack matches C++
  • You value the larger contributor base for long-term maintenance

full faiss profile →

pick zvec if

  • You want the zvec feature set and don't need the biggest community
  • You prefer the Apache-2.0 license terms
  • Your stack matches C++
  • You evaluated both and zvec fits your workflow better

full zvec profile →

About faiss

Faiss is an MIT licensed C++ library for efficient similarity search and clustering of dense vectors, with complete Python and NumPy wrappers, developed primarily at Meta's Fundamental AI Research group, and it is intended for engineers and researchers who need nearest neighbour search over vector sets that range from small collections to sets that possibly do not fit in RAM.

read the full faiss overview →

About zvec

Zvec is an open source, in process vector database written in C++ and licensed under Apache 2.0, built to embed directly into applications so that vector search, full text search, and hybrid retrieval run inside the developer's own process instead of behind a separate service.

read the full zvec overview →

More in AI & Machine Learning

OpenClaw ★ 390K Hermes Agent ★ 247K Ollama ★ 181K Dify ★ 156K Open WebUI ★ 152K langchain ★ 147K

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More Machine Learning Infrastructure projects

Compare either of these against the rest of the Machine Learning Infrastructure field.

faiss vs Ollama faiss vs llama.cpp faiss vs vllm faiss vs GPT4All faiss vs llama_index faiss vs LocalAI faiss vs PageIndex faiss vs Langfuse faiss vs cognee faiss vs taipy faiss vs dagster faiss vs langchain4j

Frequently asked questions

Is faiss or zvec more popular?

faiss has 40,929 GitHub stars and zvec has 15,964. faiss has the larger community by that measure.

Are faiss and zvec free?

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

What is the difference between faiss and zvec?

faiss is written in C++ and zvec in C++. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.

Which should I choose, faiss or zvec?

Choose faiss if you want the larger community (40,929 stars) or its MIT licence terms. Choose zvec if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.