What AI says about Ruff
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.
AI calls itfast,fastest,standard,ultra-fast,written in rust,10-100x faster
Since Jul 5Updated Nov 11, 2026Based on 10,583 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
3%
of AI answers about Ruff and its rivals · since Jul 5
Based on 10,583 AI answers
- ChatGPT3%
- Google AI Mode2%
How often AI mentions Ruff
of AI answers about Ruff and its rivals
Track your brand free to see 13 weeks of history.
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Sep 14OctNov 2
- · ChatGPT switched to GPT-6 Luna
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BrandMentioned in
- Astral<1%
- Ruff3%
Markets where AI mentions Ruff
Mentioned inLowHighFew answers
Topics where AI mentions Ruff
TopicMentioned in · on this topicRank
- Most mentionedMentioned in
- What is the best static analysis tool for a large Python codebase to enforce code quality and find potential bugs?on this questionRuff shares the lead for mentions with 1 more100%
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.
- How can my team automate style checks and find potential bugs before a human even looks at the code?on this questionESLint shares the lead for mentions with 1 more54%
Excerpts where Ruff appeared in the AI's answer
ChatGPTSep 19, 2026, ChatGPT Use language-specific linters such as ESLint, Ruff, golangci-lint, Clippy, etc.
ChatGPTSep 11, 2026, ChatGPT Use ESLint, Ruff, Pylint, golangci-lint, Clang-Tidy, etc., depending on your language.
- I need a code formatter that is configurable and does not enforce its own style guide.on this questionclang-format is the most-mentioned brand15%
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
- What's the best solution for a fast-growing startup to scale its code review practices without hiring more senior engineers just for reviews?on this questionCodeRabbit AI shares the lead for mentions with 1 more8%
Excerpts where Ruff appeared in the AI's answer
Google AI ModeAug 23, 2026, Google AI Mode Implement tools like Prettier, Ruff, or golangci-lint in pre-commit hooks
Ruff against rivals
- speed
Ruff in AI answers
1 of 8
What is the best static analysis tool for a large Python codebase to enforce code quality and find potential bugs?
ChatGPTChatGPT· Sep 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.
Google AI ModeGoogle AI Mode· Sep 25, 2026
Ruff is the undisputed king for fast style linting, error checking, and code formatting.
Sites AI cites
- Your site26%
- Ruff (opens in a new tab) · 11%Leaves Ruff out
- The Ruff Formatter | Ruff (opens in a new tab) · 9%
- 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 out8%
- 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 out7%
- 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%
