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AI app builders

Base44 vs Bubble

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

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Base44 and Bubble sit close together overall, scoring 14 and 13 out of 100. Bubble shows up more often though, named in 22 of 69 answers versus Base44's 14, and it wins more head-to-head matchups too: 6 questions to Base44's 3, with 11 tied. Base44 stands out for free or cheap AI app builder questions and top 2026 picks, both at 3 of 4 answers. Bubble leads clearly on MVP-building questions, named in 4 of 4 answers, and marketplace app questions, named in all 3. Neither tool appears for mobile app building or vibe coding questions.

Head to head

metricBase44Bubble
score1413
questions won911

By assistant

Base44

assistantscorenamed in, this weekusual spot, this week
ChatGPT2845% of answers#5.0
Claude610% of answers#6.0
Gemininot sampled this week
Perplexity815% of answers#7.0

Bubble

assistantscorenamed in, this weekusual spot, this week
ChatGPT2240% of answers#6.6
Claude1025% of answers#16.0
Gemininot sampled this week
Perplexity1320% of answers#4.5

Where they differ

Only Base44 gets named for

  • Which AI app builder makes the most production-ready apps?
  • What's the best AI app builder that works with Supabase?

Only Bubble gets named for

  • What's the best way to build an MVP without hiring a developer?
  • What's the best AI tool to build a marketplace app without coding?
  • What's the best AI tool to build a SaaS MVP with login and payments?
  • What's the best AI tool to build a full web app from a prompt?

More comparisons

Not sold on either?

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