Decide
Side by side.
Structured comparison across all six TIP Score pillars plus pricing, maturity and fit — the highest value in each row is highlighted.
LangChainLlamaIndexRelevance AI
The verdict
Choose LangChain for production agent systems. Choose LlamaIndex for enterprise document q&a. Choose Relevance AI for business teams automating sales and ops.
LangChain takes integrations & ecosystem (+7) and momentum (+6). On the overall score it isn't close: LangChain by 3.5.
| Criteria | LangChain LangChain, Inc. | LlamaIndex LlamaIndex, Inc. | Relevance AI Relevance AI |
|---|---|---|---|
| TIP Score | 85.4ExcellentBest | 81.9Strong | 81.8Strong |
| Capability30% | 86 | 83 | 82 |
| Value for Money15% | 88 | 86 | 84 |
| Security & Compliance15% | 78 | 77 | 76 |
| Integrations & Ecosystem15% | 95 | 88 | 84 |
| Maturity & Reliability10% | 78 | 76 | 74 |
| Momentum15% | 84 | 78 | 88 |
| Category | Agent Frameworks | Agent Frameworks | Agent Frameworks |
| Pricing model | Open Source | Open Source | Freemium |
| Starting price | Free / LangSmith from $39 per month | Free / LlamaCloud from $50 per month | Free / $19 per month |
| Maturity | Established | Established | Established |
| Pricing transparency | Public tiers + free entry | Public tiers + free entry | Public tiers + free entry |
| Enterprise readiness | Mid-market ready | Mid-market ready | Mid-market ready |
| Setup lift (est.) | Days to weeks | Days to weeks | Days to weeks |
| Ideal buyer | Production agent systems | Enterprise document Q&A | Business teams automating sales and ops |
| Key risk | Abstraction layers can obscure what's happening under the hood | Narrower scope than general agent frameworks | Less control than code-first frameworks |