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AI coding assistants

Amp vs Factory

as AI assistants see them, week of 2026-10-12

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Head to head

metricAmpFactory
score21
questions won34

By assistant

Amp

assistantscorenamed in, this weekusual spot, this week
ChatGPT20% of answers
Claude00% of answers
Gemini00% of answers
Perplexity411% of answers#4.5

Factory

assistantscorenamed in, this weekusual spot, this week
ChatGPT00% of answers
Claude25% of answers#15.0
Gemini39% of answers#6.0
Perplexity00% of answers

Where they differ

Only Amp gets named for

  • Which AI coding assistant is best for large codebases?
  • What's the best AI coding assistant that works in the terminal?

Only Factory gets named for

  • What are the best AI coding agents that can work across a whole codebase?
  • What are the top AI coding assistants in 2026?
  • What are the best alternatives to Cursor?

More comparisons

Not sold on either?

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