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AI agent builders

Make vs Pydantic AI

as AI assistants see them, week of 2026-09-14

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Make and Pydantic AI both sit low in overall visibility, scoring 11 and 15 out of 100. Make shows up in 14 of 71 answers, doing best on non-technical and no-code questions like the best tool for a non-technical founder or workflow automation, each named in 2 of 4 (or 3) answers. Pydantic AI appears in 19 of 71 answers, and it sweeps developer-focused questions: named in all 3 answers for "Which AI agent framework should a developer choose?" and all 3 for open-source frameworks. Head-to-head, Pydantic AI leads on 9 questions, Make on 6, with 5 tied. Claude rates Pydantic AI highest at 41; Gemini rates Make highest at 19.

Head to head

metricMakePydantic AI
score1115
questions won915

By assistant

Make

assistantscorenamed in, this weekusual spot, this week
ChatGPT910% of answers#2.0
Claude1225% of answers#8.4
Gemini1933% of answers#6.0
Perplexity916% of answers#5.7

Pydantic AI

assistantscorenamed in, this weekusual spot, this week
ChatGPT610% of answers#5.5
Claude4175% of answers#6.6
Gemini00% of answers
Perplexity711% of answers#5.0

Where they differ

Only Make gets named for

  • Which AI agent platform is best for a non-technical founder?
  • What's the best no-code tool to build an AI agent?
  • What's the best platform to build a voice AI agent?

Only Pydantic AI gets named for

  • What are the best open-source AI agent frameworks?
  • Which AI agent framework should a developer choose?
  • What's the best platform to build AI agents that use MCP tools?
  • What's the best platform for an agency building AI agents for clients?
  • What's the best tool for building multi-agent systems?
  • What's the best self-hosted platform for running AI agents privately?
  • What's the most reliable platform to run AI agents in production?
  • What's the best tool to build an AI agent that browses the web and does research?
  • What's the best platform to build an AI agent that connects to my company's data?

More comparisons

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Scores count how often each assistant names a product, weighted by position. How the score works · Full AI agent builders leaderboard