by LlamaIndex, Inc. · founded 2022 · updated Sep 2026
LlamaIndex specializes in connecting LLMs to data: ingestion, parsing (LlamaParse), indexing and retrieval, plus agent workflows over enterprise knowledge. LlamaCloud offers the managed path from documents to production RAG.
Fixed weights, sources attached, the formula
Each score is built from the claims below. This is a snapshot, so check the current terms with the vendor before you commit to anything.
3 of 4 claims below are past their re-check window. Pricing, availability and security details move fast, so confirm those with the vendor.
| Claim | Source | Checked |
|---|---|---|
| LlamaParse handles complex tables, charts and scanned docs· re-check | LlamaIndex documentation | May 2025 |
| Workflows 1.0 released for event-driven agent orchestration· re-check | LlamaIndex blog | Jun 2025 |
| SOC 2 Type 2 for LlamaCloud· re-check | LlamaIndex trust page | Apr 2025 |
| LlamaCloud runs a four-tier credit system: Free (10,000 credits/mo), Starter $50/mo (40,000 credits), Pro $500/mo (400,000 credits) and custom Enterprise, with an AWS Marketplace enterprise contract path around $30K/year and a VPC deployment option for private environments | LlamaIndex pricing page; independent pricing trackers | Sep 2026 |
Multiple evaluations found document parsing quality moves retrieval accuracy more than embedding model choice, validating investment in parsing layers like LlamaParse before swapping vector stores.
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