Frameworks

DSPy

Stanford's framework for programming rather than prompting LLMs — it optimises prompts and pipelines automatically.

As of 1 September 2026, DSPy ranks 13th of 34 in Frameworks on the Agent Reality Index — scored 51.5 of 100, led by market demand.

#1351.5Index / 100

Score breakdown

Market demand49
Developer adoption47
Real usage70
Momentum39
Production readiness65
Community48

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

Real-world demand

3.2kGoogle searches / mo
106AI / LLM searches / mo
3.2kProduct-site visits / mo
38kGitHub stars

Demand measured via Product-site traffic · confidence: high

GitHub repository ↗Full Frameworks board →Methodology →
Common questions

DSPy — frequently asked questions

What is DSPy?

Stanford's framework for programming rather than prompting LLMs — it optimises prompts and pipelines automatically. It is tracked in the Frameworks category of the Agent Reality Index.

What is DSPy's Agent Reality Index ranking?

As of 1 September 2026, DSPy ranks 13th of 34 in Frameworks, with an overall Agent Reality Index score of 51.5 of 100.

How is DSPy 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 DSPy open source?

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

How popular is DSPy?

Measured 1 September 2026, DSPy draws about 3.2k Google searches a month, around 106 AI and LLM searches, roughly 38k GitHub stars. Demand confidence is rated high.

Whichever tool you pick, the framework is the replaceable layer. Is your organisation ready?

Take the assessment →