Top tools in 2026 · Prompt 3 of 8 · September 2026

A real buyer question from the September 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“What are the top vibe coding platforms in 2026?”

ChatGPT answered 3× this snapshot

As of 2026, the top “vibe coding” platforms — tools that let you build software mainly by describing what you want in natural language — generally include: Leading vibe coding platforms Cursor AI-first code editor Very popular for generating, editing, and refactoring full codebases from prompts Strong for developers who still want direct control Replit AI / Replit Agent Browser-based coding + deployment Good for…

Named across its answers: 1. Cursor2. Replit3. GitHub Copilot4. Lovable5. Bolt

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Cursor is the near-unanimous first pick, appearing in all 9 answers with an average position of 1.1, while Replit holds a solid second at position 2 with identical mention coverage but only 1 first-place nod. For any brand outside the 7 shared by all three models, including Softr, Glide, FlutterFlow, and AWS Bedrock, this question is essentially invisible territory despite their category rankings.

AI-generated read of the September 2026 measurements.

Who wins this question

Owned Consensus

All three models name Cursor, Replit, GitHub Copilot, Lovable, Bolt, v0 and Windsurf on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Cursor 112111111 9/9 · 8× first · #1.1

Replit 231222222 9/9 · 1× first · #2

Lovable 343444333 9/9 · never first · #3.4

Bolt 45433344 8/9 · never first · #3.8

v0 57555546 8/9 · never first · #5.3

GitHub Copilot 72866555 8/9 · never first · #5.5

Windsurf 6667766 7/9 · never first · #6.3

Codeium 97 2/9 · never first · #8

GitHub 6 1/9 · never first · #6

Firebase 7 1/9 · never first · #7

Supabase 7 1/9 · never first · #7

PearAI 7 1/9 · never first · #7

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 15 brands named at least once. Never mentioned here: Softr, Glide, FlutterFlow, AWS Bedrock, v0.dev, Google Vertex AI, Create.xyz.