Side by side
Chroma vs LlamaIndex
A fact-based comparison built only from each tool's verified directory profile — pricing summaries, plan availability, platforms, and stated strengths and limitations. No rankings, no sponsored placement.
| Criterion | Chroma | LlamaIndex |
|---|---|---|
| Category | RAG & Vector Databases | RAG & Vector Databases |
| In one sentence | Open-source embedding database that runs in your app or as Chroma Cloud. | Open-source framework for connecting LLMs to your data, plus the commercial LlamaParse document platform. |
| Problem it solves | Adding semantic search and retrieval to an AI app quickly, from a laptop prototype to a hosted service. | Getting messy documents into a form that LLMs can search and reason over accurately. |
| Free plan | Yes | Yes |
| Developer API | Yes — docs | Yes — docs |
| Open source | Yes | Yes |
| Platforms | Python, JavaScript, Chroma Cloud | Python, Web (LlamaCloud) |
| Pricing (summary) | Open-source Chroma is free. Chroma Cloud Starter is $0/month plus usage with $5 credits; Team is $250/month plus usage with $100 credits; Enterprise is custom. Usage is $2.50/GiB written, $0.33/GiB-month stored, $0.0075/TiB queried and $0.09/GiB returned. Checked 2026-10-19 | The LlamaIndex framework is free under MIT. LlamaParse plans: Free with 10K credits, Starter $50/month (40K credits), Pro $500/month (400K credits) and custom Enterprise; 1,000 credits cost $1.25. Checked 2026-10-19 |
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How to choose
Both profiles link to the vendors' official pricing — plan details change often, so verify there before buying. Pick based on the criterion rows above that matter to your workflow, not on rankings: we don't rank tools, because the right choice depends on your needs.