LlamaIndex vs pumaDB: Pricing and Ratings Compared (2026)
Entry prices and free plans as read on each vendor's pricing page, and user ratings as published on review sites, for LlamaIndex and pumaDB side by side. This page compares data; it is not a hands-on review.
On the data: On the data below, LlamaIndex leads on a free plan. We do not name an overall winner for this pair.
Short on time? Here's the quick answer
Based on published vendor pricing and features and on public review data, here's who should pick what:
LlamaIndex
Data framework for LLM applications
Best for you if:
- • You want a free tier before you commit
pumaDB
AI agent memory, simplified. No database admin needed
Best for you if:
- • You want eliminates the need for manual database setup and management for agent memory
| At a Glance | LlamaIndex | pumaDB |
|---|---|---|
Starts at | Free plan | From $99/mo flat, billed monthly Organization Pro plan |
Category | Developer Tools AI Assistants | Developer Tools Data & Databases |
Rating | n/a | n/a |
Free plan | Yes | No |
Choose LlamaIndex or pumaDB?
Choose LlamaIndex if
- You want a free tier before you commit
- You want great for RAG
- You want easy data integration
Choose pumaDB if
- You want eliminates the need for manual database setup and management for agent memory
- You want simplifies integration with AI agents via hosted MCP
In-Depth Analysis
LlamaIndex
Data framework for LLM applications
LlamaIndex offers a very generous open-source tier, providing a full LLM framework and RAG capabilities for free.
Strengths
- Pro: Great for RAG
- Pro: Easy data integration
- Pro: Good documentation
Weaknesses
- Con: Learning curve
- Con: Can be slow
Key features
pumaDB
AI agent memory, simplified. No database admin needed
At $99/month for up to 100 users, pumaDB's Organization Pro is very affordable per seat, but the 250 MB shared storage and 2,500-row limits are tight for teams with larger memory needs.
Strengths
- Pro: Eliminates the need for manual database setup and management for agent memory.
- Pro: Simplifies integration with AI agents via hosted MCP.
- Pro: Provides built-in safety and reviewability for agent memory with versioning and limits.
- Pro: Supports various types of structured memory relevant to agent operations.
- Pro: Offers both agent-facing and server-side API access for flexibility.
Weaknesses
- Con: Memory storage is deliberately small and explicit, which might not suit very large data storage needs.
- Con: Rate limits could be restrictive for applications requiring very high-frequency writes or reads per key.
- Con: Focuses specifically on JSON records, limiting other data types.
Key features
Plans and prices: LlamaIndex vs pumaDB
| Tool | Plans and prices | Source |
|---|---|---|
| LlamaIndex |
| llamaindex.ai/pricing read Oct 12, 2026 |
| pumaDB |
| pumadb.ai/pro read Oct 17, 2026 |
Prices as read on each vendor's own pricing page on the date shown. Plans are listed per tool and are not matched against the other tool's plans: a plan name or price in one column says nothing about the same row in the other. Details on LlamaIndex pricing and pumaDB pricing.
Key Takeaways
LlamaIndex
- Has a free plan
pumaDB
- Choose if you want AI agent memory, simplified. No database admin needed
What the data shows
On the data below, LlamaIndex leads on a free plan. We do not name an overall winner for this pair.
- pumaDB starts at $99/mo flat, billed monthly; LlamaIndex has no public paid plan price on file.
- Only LlamaIndex has a free plan.
Criteria: user rating (only above 20 reviews on both sides, gap of 0.2 or more), entry price (only on the same billing basis), free plan. How we rate
Frequently Asked Questions
How do LlamaIndex and pumaDB compare in 2026?
On the data below, LlamaIndex leads on a free plan. We do not name an overall winner for this pair. pumaDB starts at $99/mo flat, billed monthly; LlamaIndex has no public paid plan price on file. Only LlamaIndex has a free plan.
What are LlamaIndex and pumaDB used for?
LlamaIndex: Data framework for LLM applications. pumaDB: AI agent memory, simplified. No database admin needed.
What does LlamaIndex cost vs pumaDB?
LlamaIndex has no public paid-plan price on file. pumaDB's cheapest paid plan is Organization Pro at $99/mo flat, billed monthly. Prices read on the vendors' pricing pages, latest check Oct 17, 2026.
What's the main difference between LlamaIndex and pumaDB?
LlamaIndex's main strength: great for RAG. pumaDB's main strength: eliminates the need for manual database setup and management for agent memory.