Compare Tools
Pick a category, then select 2–3 tools to compare side by side.
Category
Select 2–3 tools to compare
Qdrant
WeaviateHybrid Search
Metadata Filtering
Multi Tenancy
Managed Embeddings
Mcp Server
Serverless
Pricing
Free (self-hosted, Apache 2.0)Free Tier (1GB cluster)Standard Tier (usage-based)Premium Tier (minimum spend required)
Free (self-hosted, open-source)Free Hosted$45/mo Flex$280/mo Plus$400/mo Premium
Open Source
Self-Hosted
SDK Languages
pythonjavascripttypescriptrustgojavacsharp
pythonjavascripttypescriptgojava
Frameworks
langchainllamaindexvercel-aiopenai-agentshaystackdspy
langchainllamaindexvercel-aihaystackdspy
Compliance
soc2gdprhipaa
soc2gdprhipaa
Best For
High-performance vector search with rich payload filtering — Rust-written, predictable latency, and a clean self-hosted path
Hybrid RAG with built-in vectorizer modules, generative search, and strong multi-tenancy — runs anywhere from laptop to managed cloud
Limitations
No built-in embedding generation — bring your own embeddings; managed cloud is younger than Pinecone's; fewer turnkey RAG modules than Weaviate
Resource-hungry compared to Qdrant or Chroma; module configuration has a learning curve; some advanced replication features are cloud-only
Supported Not supported Unverified