What AI says about Ruff
Part of Astral
Since Jul 5Updated Oct 30, 2026Based on 4,912 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Ruff is a Python linter written in Rust that offers over 500 rules, drop-in compatibility with existing tools, and an autofix model to upgrade syntax and organize imports.
Astral<1%
Products
- RuffThis page5%
Mentioned in
5%
of AI answers about Ruff and its rivals
- ChatGPT6%
- Google AI Mode4%
Markets where AI mentions Ruff
Market# · Mentioned in
All markets5%
- AI Code Review ToolsAI picks CodeRabbit AI most#8 · 13%
- AI Developer Productivity ToolsAI picks GitHub Copilot most#16 · 6%
- AI Code and Content AssistantsAI picks Cursor and 1 more about as often#17 · 2%
- AI Code Quality & Review PlatformsAI picks SonarQube most#18 · 10%
- AI-Powered Code Review & SAST ToolsAI picks Semgrep most#67 · 1%
Topics where AI mentions Ruff
TopicMentioned in · on this topicRank
- AI picks mostMentioned in
- What is the best static analysis tool for a large Python codebase to enforce code quality and find potential bugs?on this questionAI picks Mypy most100%
Excerpts where Ruff appeared in the AI's answer
Google AI ModeSep 25, 2026, Google AI Mode Ruff is the undisputed king for fast style linting, error checking, and code formatting.
ChatGPTSep 21, 2026, ChatGPT Ruff is particularly well suited to large repositories because it is extremely fast, has caching, supports monorepo-friendly configuration, and provides 900+ lint rules.
- I need a code formatter that is configurable and does not enforce its own style guide.on this questionAI picks EditorConfig most15%
Excerpts where Ruff appeared in the AI's answer
Google AI ModeAug 25, 2026, Google AI Mode Alternatively, Ruff provides granular control over lint/style rules if used via its linter/formatter configurations.
Google AI ModeJul 28, 2026, Google AI Mode Ruff Formatter (Python): While "Black-compatible," Ruff offers more configuration than Black
How prominently AI mentions Ruff
- Named first19%
- 2nd or 3rd29%
- Later52%
How AI rates Ruff
Common descriptions
extremely fast · fast · fastest · standard · ultra-fast · 10-100x faster
Tone of AI’s statements about Ruff
- Positive44%
- Neutral54%
- Mixed0%
- Negative2%
Rated above a rival
- speedEvery answer comparing Ruff on speed rates it better than a rival.
Ruff in AI answers
Question: What should a Python software engineer look for when comparing AI code completion tools for productivity?
ChatGPTOct 15, 2026
Try it with pytest, ruff, mypy or pyright, and your existing CI checks.
Question: What is the best static analysis tool for a large Python codebase to enforce code quality and find potential bugs?
Google AI ModeSep 25, 2026
Ruff is the undisputed king for fast style linting, error checking, and code formatting.
ChatGPTSep 21, 2026
Ruff is particularly well suited to large repositories because it is extremely fast, has caching, supports monorepo-friendly configuration, and provides 900+ lint rules.
Sources AI cites
- Leaves Ruff out22%
- The Ruff Formatter | Ruff (opens in a new tab) · 10%
- Ruff (opens in a new tab) · 5%Leaves Ruff out
- The Ruff Linter | Ruff (opens in a new tab) · 4%Leaves Ruff out
- Configuring Ruff | Ruff (opens in a new tab) · 1%Leaves Ruff out
- FAQ | Ruff (opens in a new tab) · 1%
- Leaves Ruff out9%
- 15 Code Quality and Security Tools Every Developer Should Know - DEV Community (opens in a new tab) · 4%
- Top Static Code Analysis Tools Every Developer Should Know in 2026 - DEV Community (opens in a new tab) · 3%Leaves Ruff out
- Prettier: A Double-Edged Sword for Code Formatting 🎭 (opens in a new tab) · 1%
- Leaves Ruff out8%
- ruff/docs/faq.md at main · astral-sh/ruff · GitHub (opens in a new tab) · 5%
- ruff/docs/tutorial.md at main · astral-sh/ruff · GitHub (opens in a new tab) · 1%Leaves Ruff out
- Switch pre-commit hooks to ruff (100x faster pre-commit, updated code style) · Issue #2295 · pwr-Solaar/Solaar (opens in a new tab) · 1%
- 6%
- 8 Python Libraries That Improve Code Quality Automatically | by Hassan Nauman (opens in a new tab) · 3%
- 8 Python Tools That Do the Heavy Lifting For Me (opens in a new tab) · 1%
- Ruff: The Blazingly Fast Python Linter and Formatter (opens in a new tab) · 1%
- The Python Tools I Use to Keep Code Quality Under Control (opens in a new tab) · 1%
- 6%
- Python static code analysis stack? (opens in a new tab) · 3%
- Ruff: one Python linter to rule them all - Reddit (opens in a new tab) · 1%
- What are the best linters and language servers for python? (opens in a new tab) · 1%
- What Python code analysis tools are you using? - Reddit (opens in a new tab) · 1%
- 3%
- Talks - Charlie Marsh: Ruff: An Extremely Fast Python Linter and Code Formatter, Written in Rust (opens in a new tab) · 1%
- Mark Azer: Using Static Analysis to Elevate Your Python ... (opens in a new tab) · 1%
- Mark Azer: Using Static Analysis to Elevate Your Python Code @ PyCon Ireland 2023 (opens in a new tab) · 1%
