Compare Tools
Pick a category, then select 2–3 tools to compare side by side.
Category
Select 2–3 tools to compare
Pinecone
WeaviateHybrid Search
Metadata Filtering
Multi Tenancy
Managed Embeddings
Mcp Server
Serverless
Pricing
Free (1 starter index, 2GB storage)$50/mo Standard (usage-based)Custom Enterprise
Free (self-hosted, open-source)Free Hosted$45/mo Flex$280/mo Plus$400/mo Premium
Open Source
Self-Hosted
SDK Languages
pythonjavascripttypescriptgojava
pythonjavascripttypescriptgojava
Frameworks
langchainllamaindexvercel-aiopenai-agentshaystack
langchainllamaindexvercel-aihaystackdspy
Compliance
soc2hipaagdpriso27001
soc2gdprhipaa
Best For
Production RAG and agent memory at scale — serverless billing, generous free tier, and a managed experience with zero ops
Hybrid RAG with built-in vectorizer modules, generative search, and strong multi-tenancy — runs anywhere from laptop to managed cloud
Limitations
Cloud-only with no self-hosted option; vendor lock-in on proprietary index format; advanced features like dedicated read nodes add cost quickly at scale
Resource-hungry compared to Qdrant or Chroma; module configuration has a learning curve; some advanced replication features are cloud-only
Supported Not supported Unverified