Frameworks

LlamaIndex

As of 1 July 2026, LlamaIndex ranks 3rd of 25 in Frameworks on the Agent Reality Index — scored 64.4 of 100, led by market demand.

#3 64.4 Index / 100

Score breakdown

Market demand 57
Developer adoption 67
Real usage 82
Momentum 59
Production readiness 53
Community 70

Why this rank: the index weights market demand most heavily — how much LlamaIndex is actually searched for and asked about inside AI tools.

Real-world demand

12kGoogle searches / mo
164AI / LLM searches / mo
12kProduct-site visits / mo
54kGitHub stars
8470kPackage downloads / mo

Demand measured via Product-site traffic · confidence: high

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Common questions

LlamaIndex — frequently asked questions

What is LlamaIndex's Agent Reality Index ranking?

As of 1 July 2026, LlamaIndex ranks 3rd of 25 in Frameworks, with an overall Agent Reality Index score of 64.4 of 100.

How is LlamaIndex scored?

The index blends six real-world signals — market demand (weighted most heavily), developer adoption, real usage, momentum, production-readiness, and community — into a 0–100 score, rather than relying on GitHub stars or vendor opinion.

Is LlamaIndex open source?

LlamaIndex is open source; its code is publicly available on GitHub.

How popular is LlamaIndex?

Measured 1 July 2026, LlamaIndex draws about 12k Google searches a month, around 164 AI and LLM searches, roughly 54k GitHub stars, about 8470k package downloads a month. Demand confidence is rated high.

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