Data as of Oct 18, 2026Based on 98 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Cursor and ChatGPT Work are tied closely in recommendations across coding and documentation tasks. For turning release notes into presentation outlines, ChatGPT Work serves as the usual answer instead.
Rank and Mentioned in · since Jul 5
| # | Brand | Recommended for | Mentioned in |
|---|---|---|---|
| 1 | repository-wide reasoning and AI-native editing for complex codebases | repository-wide reasoning and AI-native editing for complex codebases | 33% |
| 2 | deeply integrated IDE assistance for Python software engineers | deeply integrated IDE assistance for Python software engineers | 29% |
| 3 | structured prompts and command-line repository workflows | structured prompts and command-line repository workflows | 22% |
| 4 | hands-free real-time voice brainstorming and converting notes into outlines | hands-free real-time voice brainstorming and converting notes into outlines | 19% |
| 5 | enterprises requiring on-premises deployment and zero data retention | enterprises requiring on-premises deployment and zero data retention | 14% |
| 6 | turning technical release notes into internal enablement materials | turning technical release notes into internal enablement materials | 11% |
| 7 | product teams connecting release updates to stakeholder documentation | product teams connecting release updates to stakeholder documentation | 10% |
| 8 | repurposing technical documentation alongside Google workspace tools | repurposing technical documentation alongside Google workspace tools | 10% |
| 9 | 7% | ||
| 10 | grounding slide outlines and study guides in uploaded documents | grounding slide outlines and study guides in uploaded documents | 7% |
| 11 | 7% | ||
| 12 | fast workspace drafting from structured release documentation | fast workspace drafting from structured release documentation | 7% |
| 13 | 6% | ||
| 14 | 6% | ||
| 15 | 5% |
Weeks of Aug 17 – Sep 6, 2026
Widest split: Tabnine, 4% on ChatGPT Search and 25% on Google AI Mode.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| Cursor | 30% | 35% | |
| GitHub Copilot | 24% | 33% | |
| Claude Code Action | 16% | 29% | |
| ChatGPT Work | 20% | 19% | |
| Tabnine | 4% | 25% | |
| LaunchNotes | 4% | 19% | |
| Aha! Roadmaps | Outside ChatGPT Search's top 25 | 21% | |
| Gemini | 14% | 6% | |
| PyCharm | 4% | 10% | |
| Google NotebookLM | Outside ChatGPT Search's top 25 | 13% |
What should a Python software engineer look for when comparing AI code completion tools for productivity?
Which system turns release notes into lunch-and-learn outlines quickly?
I need to create a presentation about my project. What's an AI tool that can take my code and project docs and automatically generate a slide deck for a technical audience?
I'm stuck in a coding problem. What's an AI pair programmer that I can have a real-time voice conversation with to brainstorm solutions?
22% of citations point at the ranked brands’ own sites. youtube.com, medium.com, docs.github.com are the most-cited sites outside the ranked brands’ own domains.
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