Pick Chroma if
app teams who will run chromadb locally or pay Cloud usage after the Starter credits, and already have an embedding model.
Read the Chroma pageChroma vs LlamaIndex
Our take
Pick Chroma if app teams who will run chromadb locally or pay Cloud usage after the Starter credits, and already have an embedding model. Pick LlamaIndex if builders wiring RAG or document extraction who will use the MIT library and/or LlamaParse credits. Skip LlamaIndex if people who only want a visual agent canvas (Langflow) or traces (Langfuse).
Best for
Chroma A retrieval index you own
LlamaIndex Connect an LLM to your documents
Free plan
Chroma $0 · pip install chromadb
LlamaIndex $0 · mIT. You bring the model
Lowest paid
Chroma Team (Cloud) $250/mo
LlamaIndex Credit rate $1.25
Next step up
Chroma
LlamaIndex Starter $50/mo
Coding agent
Chroma
LlamaIndex Agents builder
Runs where
Chroma Local or hosted
LlamaIndex Local or hosted
Watch out
Chroma You bring the embedding bill
LlamaIndex LlamaParse is not MIT
Last checked
Chroma 2026-10-22 · trychroma.com/pricing
LlamaIndex 2026-10-19 · llamaindex.ai/pricing
Which one, then?
Pick LlamaIndex if
builders wiring RAG or document extraction who will use the MIT library and/or LlamaParse credits.
Read the LlamaIndex page