# Ruff vs SpotBugs

**Leader by vioscaleAI score:** Ruff

| Attribute | Ruff | SpotBugs |
|---|---|---|
| **vioscaleAI score** | 72.5 (68% (medium)) | 54.9 (48% (low)) |
| activity.commits_last_30d | 100 | 72 |
| adoption.dependent_repos | 5,870 | 2,768 |
| adoption.github_stars | 49,914 | 3,954 |
| adoption.package_downloads_weekly | 77,677,334 | - |
| content.faq | `[{"answer":"A fast Python linter built in Rust that consolidates multiple linting tools into a single interface. It supports over 500 rules, provides automated fixes for common issues, and runs significantly faster than traditional Python linters on even very large codebases. It is indexed under Code Quality Tools.","source":"https://astral.sh/ruff","question":"What is Ruff?","confidence":0.6},{"answer":"Ruff supports Windows, macOS, Linux and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://astral.sh/ruff","question":"What platforms does Ruff support?","confidence":0.6},{"answer":"Yes. Ruff can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://astral.sh/ruff","question":"Can Ruff be self-hosted?","confidence":0.6},{"answer":"We have confirmed 6 integrations for Ruff, including Flake8, isort, Autoflake, Pyflakes, pycodestyle and Pylint. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://astral.sh/ruff","question":"What does Ruff integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for Ruff. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Ruff not holding them. Always confirm compliance directly before you rely on it.","source":"https://astral.sh/legal/privacy","question":"What security certifications does Ruff have?","confidence":0.7},{"answer":"Yes. Ruff is published under the MIT licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/astral-sh/ruff","question":"Is Ruff open source?","confidence":0.95},{"answer":"Ruff is available worldwide. Its primary market is the United States. The vendor is headquartered in the United States.","source":"https://astral.sh/ruff","question":"Where is Ruff available?","confidence":0.75}]` | `[{"answer":"An open-source utility that examines Java source code to identify potential programming issues without executing it. It integrates with build tools and IDEs through plugins and supports community-contributed or custom analysis rules. It is indexed under Code Quality Tools.","source":"https://spotbugs.github.io/","question":"What is SpotBugs?","confidence":0.6},{"answer":"SpotBugs is open source, so it can be self-hosted and used at no licence cost. It is released under the LGPL-2.1 licence. Pricing changes often, so verify at source before relying on it.","source":"https://spotbugs.github.io/","question":"Is SpotBugs free to use?","confidence":0.6},{"answer":"SpotBugs supports a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://spotbugs.github.io/","question":"What platforms does SpotBugs support?","confidence":0.6},{"answer":"Yes. SpotBugs can be deployed on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://spotbugs.github.io/","question":"Can SpotBugs be self-hosted?","confidence":0.6},{"answer":"We have confirmed 6 integrations for SpotBugs, including Maven, Gradle, Eclipse, Ant, fb-contrib and find-sec-bugs. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://spotbugs.github.io/","question":"What does SpotBugs integrate with?","confidence":0.6},{"answer":"Yes. SpotBugs is published under the LGPL-2.1 licence, a copyleft licence, so check its terms before embedding it in a closed-source product. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/spotbugs/spotbugs","question":"Is SpotBugs open source?","confidence":0.95}]` |
| deployment.options | `{"self_hosted":true}` | `{"on_prem":true,"self_hosted":true}` |
| description.long | A tool for analyzing and formatting Python code, designed to be fast and efficient through Rust implementation, with support across multiple platforms. | SpotBugs performs static analysis on Java code to identify potential bugs and code quality issues. |
| features.capabilities | `{"autofix":true,"function":"linter","deployment":"cli_local","incremental":true,"open_source":"oss","impl_language":"Rust","pricing_model":"free","language_scope":"single_language","editor_integration":true}` | `{"autofix":false,"function":"static_analyzer","ci_gating":true,"deployment":"cli_local","open_source":"oss","config_model":"rule_packs","custom_rules":true,"impl_language":"Java","pricing_model":"free","language_scope":"single_language","editor_integration":true}` |
| integrations.count | 6 | 3 |
| integrations.list | `[{"name":"Flake8"},{"name":"isort"},{"name":"Autoflake"},{"name":"Pyflakes"},{"name":"pycodestyle"},{"name":"Pylint"},{"name":"Visual Studio Code","native":false,"category":"editor","direction":"outbound"}]` | `[{"name":"Maven"},{"name":"Gradle"},{"name":"Eclipse"},{"name":"Ant"},{"name":"fb-contrib"},{"name":"find-sec-bugs"},{"name":"VS Code","native":true}]` |
| language.primary | Rust | Java |
| license.spdx | MIT | LGPL-2.1 |
| market.availability | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"mac":true,"linux":true,"windows":true}` | `{"cli":true}` |
| pricing | - | `{"type":"open_source","sourceUrl":"https://spotbugs.github.io/","retrievedAt":"2026-08-14T08:33:37.010Z"}` |
| pricing.free_tier | - | yes |
| pricing.model | commercial | open_source |
| pricing.price_level | - | free |
| release.cadence_days | 7 | 27 |
| release.history | `[{"url":"https://github.com/astral-sh/ruff/releases/tag/0.16.10","date":"2026-10-01T18:04:27Z","type":"stable","version":"0.16.10"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.16.9","date":"2026-09-24T20:38:52Z","type":"stable","version":"0.16.9"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.16.8","date":"2026-09-16T15:56:22Z","type":"stable","version":"0.16.8"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.16.7","date":"2026-09-10T18:05:06Z","type":"stable","version":"0.16.7"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.16.6","date":"2026-09-03T17:20:13Z","type":"stable","version":"0.16.6"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.16.5","date":"2026-08-27T16:37:58Z","type":"stable","version":"0.16.5"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.16.4","date":"2026-08-20T17:44:56Z","type":"stable","version":"0.16.4"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.16.3","date":"2026-08-13T15:18:05Z","type":"stable","version":"0.16.3"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.16.2","date":"2026-08-07T13:31:55Z","type":"stable","version":"0.16.2"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.16.1","date":"2026-07-30T19:37:52Z","type":"stable","version":"0.16.1"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.16.0","date":"2026-07-23T19:12:22Z","type":"stable","version":"0.16.0"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.15.22","date":"2026-07-16T15:15:10Z","type":"stable","version":"0.15.22"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.15.21","date":"2026-07-09T20:02:30Z","type":"stable","version":"0.15.21"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.15.20","date":"2026-06-25T17:21:46Z","type":"stable","version":"0.15.20"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.15.19","date":"2026-06-24T01:11:40Z","type":"stable","version":"0.15.19"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.15.18","date":"2026-06-18T18:26:34Z","type":"stable","version":"0.15.18"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.15.17","date":"2026-06-11T17:57:00Z","type":"stable","version":"0.15.17"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.15.16","date":"2026-06-04T16:34:11Z","type":"stable","version":"0.15.16"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.15.15","date":"2026-05-28T14:18:02Z","type":"stable","version":"0.15.15"},{"url":"https://github.com/astral-sh/ruff/releases/tag/0.15.14","date":"2026-05-21T14:35:54Z","type":"stable","version":"0.15.14"}]` | `[{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.10.5","date":"2026-10-12T03:43:33Z","type":"stable","version":"4.10.5"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.10.4","date":"2026-08-20T03:22:34Z","type":"stable","version":"4.10.4"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.10.3","date":"2026-07-12T23:54:13Z","type":"stable","version":"4.10.3"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.10.2","date":"2026-06-09T20:24:17Z","type":"stable","version":"4.10.2"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.10.1","date":"2026-06-08T13:19:51Z","type":"stable","version":"4.10.1"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.10.0","date":"2026-06-08T01:28:41Z","type":"stable","version":"4.10.0"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.9.8","date":"2025-10-18T16:45:29Z","type":"stable","version":"4.9.8"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.9.7","date":"2025-10-14T22:32:35Z","type":"stable","version":"4.9.7"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.9.6","date":"2025-09-17T02:07:29Z","type":"stable","version":"4.9.6"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.9.5","date":"2025-09-15T01:58:47Z","type":"stable","version":"4.9.5"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.9.4","date":"2025-08-10T00:26:10Z","type":"stable","version":"4.9.4"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.9.3","date":"2025-03-15T19:18:36Z","type":"stable","version":"4.9.3"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.9.2","date":"2025-03-01T20:12:52Z","type":"stable","version":"4.9.2"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.9.1","date":"2025-02-05T16:59:04Z","type":"stable","version":"4.9.1"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.9.0","date":"2025-01-16T05:16:00Z","type":"stable","version":"4.9.0"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.8.6","date":"2024-06-18T02:46:58Z","type":"stable","version":"4.8.6"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.8.5","date":"2024-05-03T23:22:14Z","type":"stable","version":"4.8.5"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.8.4","date":"2024-04-23T13:33:59Z","type":"stable","version":"4.8.4"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.8.3","date":"2023-12-12T10:47:36Z","type":"stable","version":"4.8.3"},{"url":"https://github.com/spotbugs/spotbugs/releases/tag/4.8.2","date":"2023-11-29T04:06:02Z","type":"stable","version":"4.8.2"}]` |
| reliability.status_page | - | yes |
| security.gdpr | yes | - |
| security.scorecard | - | 4.5 |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=ruff&per_page=100","last_12m":0,"max_severity":null}` | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=com.github.spotbugs%3Aspotbugs-annotations&per_page=100","last_12m":0,"max_severity":null}` |

## Capabilities (Code Quality Tools)

| Capability | Ruff | SpotBugs |
|---|:--:|:--:|
| **Core** |  |  |
| Function | Linter | Static analyzer |
| Language scope | Single-language | Single-language |
| Implementation language | Rust | Java |
| **Capability** |  |  |
| Autofix | ✓ | ✗ |
| **Config** |  |  |
| Config model | - | Rule packs |
| **Extensibility** |  |  |
| Custom rules | - | ✓ |
| **Deployment** |  |  |
| Deployment | CLI-local | CLI-local |
| **Delivery** |  |  |
| Editor integration | ✓ | ✓ |
| CI / VCS gating | - | ✓ |
| **Insight** |  |  |
| Code metrics | - | - |
| **Performance** |  |  |
| Incremental / monorepo aware | ✓ | - |
| **Licensing** |  |  |
| Open-source | OSS | OSS |
| **Commercial** |  |  |
| Pricing model | Free | Free |

*Source: vioscaleAI. Generated 2026-10-16T18:59:33.950Z. "-" = undocumented, not absent.*