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Head-to-head comparison

DSPy vs Mastra

Compare DSPy and Mastra side by side across pricing, features, ratings, pros, cons, best-fit use cases, and alternatives.

DSPy logo
DSPy
agent-frameworks

Framework for programming language models instead of prompting them

Pricing
Free
Rating
Votes
0
Mastra logo
Mastra
agent-frameworks

The TypeScript framework for building AI agents and workflows.

Pricing
Free plan
Rating
Votes
0

Feature comparison

Feature
DSPy
Mastra
Category
agent-frameworks
agent-frameworks
Pricing
Free
Free plan
Free plan
API access
Mobile app
Browser extension
Team collaboration
Custom training
Self-hosted option
Offline mode
Multi-language support

DSPy pros and cons

Removes brittle manual prompt engineering
Automatic prompt and few-shot optimization
Modular, composable and testable
Backed by Stanford NLP research
Steeper conceptual learning curve
Python-only
Optimization runs can be compute-intensive

Mastra pros and cons

TypeScript-native, rare among serious agent frameworks
Open source and free to self-host
Ergonomic agents, workflows, memory, and evals in one toolkit
Strong funding and momentum (22k+ GitHub stars)
Young project with a still-maturing ecosystem
APIs may change as it evolves toward stability
Fewer integrations than older Python frameworks

Which one should you choose?

Best overall signal
DSPy

Selected using Toolglade popularity signals such as views and votes.

Best value signal
DSPy

Selected using free-plan availability and engagement signals.

Best for

DSPy

  • RAG pipelines
  • prompt optimization
  • LLM researchers
  • ML and NLP engineers
  • Researchers building RAG systems

Mastra

  • TypeScript agent development
  • full-stack JS AI apps
  • typed agent workflows
  • RAG in Node.js
  • TypeScript and full-stack JavaScript teams

FAQ

Is DSPy better than Mastra?

It depends on your use case. Compare category fit, pricing, feature availability, and ratings before choosing.

Which tool has a free plan?

DSPy and Mastra offer a free plan based on current Toolglade data.

Where can I find alternatives?

View DSPy alternatives or view Mastra alternatives.