DSPy

Programmatic prompt optimization replacing manual prompt engineering.

LLM FrameworkApplication LayerApplicationFrameworks

About

Programmatic prompt optimization replacing manual prompt engineering. DSPy from Stanford is fundamentally different from other LLM frameworks — it replaces manual prompt writing with programmatic optimization. Developers define modules with typed signatures (inputs/outputs/intent), and DSPy's compiler optimizes the prompts automatically against evaluation metrics.

Enterprise Readiness

from cataloged data

12/100 · Emerging

Security & ComplianceNot disclosed

No compliance certifications listed

Deployment FlexibilityStrong

Flexible deployment: Cloud, Self-Hosted

Integration DepthNot disclosed

No integrations listed

Proven AdoptionNot disclosed

No published adoption signals

Company MaturityNot disclosed

Company maturity not disclosed

Composite of public compliance, deployment, integration, adoption, and company signals. “Not disclosed” reflects gaps in available data, not a vendor deficiency.

Independently sourced

Pulled directly from regulator filings and platform APIs. No vendor or editorial input.

Activity classifier

Active

last GitHub commit 0d ago

GitHub API2026-05-27

stanfordnlp

Open source product· 36.3k★· MIT· active 2mo ago

Python · HTML · Java · Jupyter Notebook

cooling · +1,224★ (+3.5%) 30d

PyPI registry

dspy

OSV vulnerability feed2026-07-20

2 known advisories

· 2 other· last update 17d ago

Pricing snapshot2026-05-27

Tiered (talk-to-sales)

Enterprise Use Cases

Integrations

How DSPy compares

Tool	Readiness	Pricing	Deployment	Compliance	Integrations
DSPy	12 · Emerging	Paid	Cloud, Self-Hosted	—	0
GitHub Copilot	67 · Strong	Paid	Cloud	SOC 2, GDPR	5
Cognition Devin	57 · Established	Paid	Cloud	SOC 2	5
JetBrains AI	79 · Strong	Freemium	Cloud, On-Premise, Hybrid, Self-Hosted	SOC 2, GDPR, ISO 27001	8

Peers from the same category, ranked by Enterprise Readiness. Readiness is a composite of cataloged compliance, deployment, integration, adoption, and company signals.

Frequently Asked Questions

What is DSPy used for?

DSPy is programmatic prompt optimization replacing manual prompt engineering.

Is DSPy free, and how is it priced?

DSPy is a paid product. Pricing is set by the vendor — check the official site for current plans.

How can DSPy be deployed?

DSPy supports Cloud and Self-Hosted deployment. On-premise and self-hosted options support data-residency and air-gapped requirements.

Is DSPy enterprise-ready?

Based on cataloged data, DSPy has an Enterprise Readiness score of 12/100 (Emerging tier), derived from its compliance, deployment, integration, adoption, and company-maturity signals.

Quick Facts

PricingPaid

DeploymentCloud, Self-Hosted

CategoryCode & Development

New & Notable

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