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Ax vs Pydantic AI

Ax and Pydantic AI are both agent frameworks for Python. Ax is published by Ax and Pydantic AI by Pydantic. On GitHub, Pydantic AI has 20,838 stars and Ax has 2,969. Both were last active in Oct 2026. The table lines up where they differ (publisher, license, GitHub stars and weekly downloads) and has the install commands for both. Everything here comes from the listings' public sources and is refreshed daily. Ax describes itself as: DSPy-style toolkit for typed LLM signatures, agents and flows, TypeScript-first with Python, Java, C++, Go and Rust libraries. Pydantic AI: Typed Python SDK for building agents with swappable model providers, plus optional capabilities for memory, sub-agents, planning and durable execution. Licenses: Ax Apache-2.0, Pydantic AI MIT.

Updated Oct 26, 2026 · Built from catalog data; how we rank and grade

Who should pick which

  • Pick Ax if you work in TypeScript and Java.
  • Pick Pydantic AI if you want MCP support built in.
  • Pydantic AI has the larger community: 20,838 GitHub stars against 2,969.

From listing data only. We don't pick a winner on security beyond the grades; read how grades work.

Side by side

FactAxPydantic AI
TypeHarnessHarness
PublisherAxPydantic
LicenseApache-2.0MIT
PricingNot statedNot stated
RunsNot statedNot stated
AuthNot statedNot stated
Hosts supportedNot statedNot stated
ToolsNot listed yetNot listed yet
Security grade–Security: not graded yet–Security: not graded yet
Freshness gradeAFreshness: AAFreshness: A
GitHub stars2,96920,838
Weekly downloads27,1681,516,568
Last releaseOct 21, 2026Oct 24, 2026
Last activityOct 21, 2026Oct 24, 2026

Facts from each listing's public sources, checked daily. Tool lists arrive with tool scans.

Install

Ax

npm install @ax-llm/ax

Pydantic AI

pip install pydantic-ai

Also consider

Questions

Is Ax or Pydantic AI more popular?
Pydantic AI has more GitHub stars (20,838 against 2,969). Stars measure attention, not quality, so check freshness and docs too.
Are Ax and Pydantic AI open source?
Yes: Ax is Apache-2.0 and Pydantic AI is MIT.
Cite this page

Ax vs Pydantic AI. Agent Mart. https://agentmart.dev/compare/ax-vs-pydantic-ai (last updated 2026-10-26)