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LlamaIndex vs Unstructured

Our take

Pick LlamaIndex if builders wiring RAG or document extraction who will use the MIT library and/or LlamaParse credits. Pick Unstructured if rAG teams who will burn the 10,000 free pages and then pay $0.015/page, not a team looking for a $20 chat seat. Skip LlamaIndex if people who only want a visual agent canvas (Langflow) or traces (Langfuse).

LlamaIndex

LlamaIndex

open-source data framework (RAG

Best for

LlamaIndex Connect an LLM to your documents

Unstructured Turn files into RAG-ready JSON at scale

Free plan

LlamaIndex $0 · mIT. You bring the model

Unstructured $0 · you host it

Lowest paid

LlamaIndex Credit rate $1.25

Unstructured Pay-as-you-go $0.015

Next step up

LlamaIndex Starter $50/mo

Unstructured

Coding agent

LlamaIndex Agents builder

Unstructured

Runs where

LlamaIndex Local or hosted

Unstructured

Watch out

LlamaIndex LlamaParse is not MIT

Unstructured $0.015/page after 10k

Last checked

LlamaIndex 2026-10-19 · llamaindex.ai/pricing

Unstructured 2026-10-22 · unstructured.io/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

Pick Unstructured if

rAG teams who will burn the 10,000 free pages and then pay $0.015/page, not a team looking for a $20 chat seat.

Read the Unstructured page

Other comparisons