# conda vs JFrog Artifactory

**Leader by vioscaleAI score:** conda

| Attribute | conda | JFrog Artifactory |
|---|---|---|
| **vioscaleAI score** | 54.3 (79% (high)) | 36.2 (66% (medium)) |
| activity.commits_last_30d | 95 | - |
| adoption.dependent_repos | 6,665 | - |
| adoption.github_stars | 7,533 | - |
| adoption.package_downloads_weekly | 1,252 | - |
| content.faq | `[{"answer":"A package and environment manager that handles applications and libraries in any programming language, running on all major operating systems and architectures. It forms the core of an open-source ecosystem designed to manage both Python and non-Python dependencies. It is indexed under Package Registries.","source":"https://conda.org","question":"What is conda?","confidence":0.6},{"answer":"conda is open source, so it can be self-hosted and used at no licence cost. It is released under the BSD licence. Pricing changes often, so verify at source before relying on it.","source":"https://conda.org","question":"Is conda free to use?","confidence":0.6},{"answer":"conda 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://conda.org","question":"What platforms does conda support?","confidence":0.6},{"answer":"Yes. conda is published under the BSD 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://pypi.org/pypi/conda/json","question":"Is conda open source?","confidence":0.9}]` | `[{"answer":"JFrog Artifactory is a universal artifact and ML model repository manager that provides end-to-end visibility, security, and control for automating delivery of trusted releases as part of the JFrog software supply chain platform. It is indexed under Package Registries.","source":"https://jfrog.com/artifactory/","question":"What is JFrog Artifactory?","confidence":0.6},{"answer":"We have confirmed browser-based access to JFrog Artifactory. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://jfrog.com/artifactory/","question":"What platforms does JFrog Artifactory support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for JFrog Artifactory, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://jfrog.com/artifactory/","question":"Can JFrog Artifactory be self-hosted?","confidence":0.6},{"answer":"We have confirmed 6 integrations for JFrog Artifactory, including ServiceNow, GitHub, NVIDIA, Docker, Maven and Sonar. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://jfrog.com/artifactory/","question":"What does JFrog Artifactory integrate with?","confidence":0.6}]` |
| deployment.options | - | `{"cloud":true,"hybrid":true,"self_hosted":true}` |
| description.long | An open-source tool and ecosystem for managing software packages and libraries across different programming languages and computer platforms | A repository management system that centralizes storage and distribution of software components, containers, packages, and AI models with integrated security controls and version management. |
| features.capabilities | `{"role":"manager_client","ecosystem":"polyglot","deployment":"cli_local","open_source":"oss","pricing_model":"free","package_formats":"multi","content_addressable":true,"lockfile_deterministic":true,"supply_chain_integrity":true}` | `{"role":"private_hosted_registry","ecosystem":"polyglot","deployment":"saas","open_source":"closed","upstream_proxy":true,"package_formats":"multi","private_packages":true,"vuln_license_scanning":true,"supply_chain_integrity":true}` |
| integrations.count | 1 | 100 |
| integrations.list | `[{"name":"PyPI","native":true,"category":"package_registry","direction":"inbound"}]` | `[{"name":"ServiceNow"},{"name":"GitHub"},{"name":"NVIDIA"},{"name":"Docker"},{"name":"Maven"},{"name":"Sonar"},{"name":"npm"},{"name":"PyPI"},{"name":"NuGet"},{"name":"Helm"},{"name":"Terraform"},{"name":"Ansible"},{"name":"Debian"},{"name":"RPM"},{"name":"Conan"},{"name":"OCI"},{"name":"Hugging Face"},{"name":"LDAP"},{"name":"SAML"},{"name":"Red Hat"}]` |
| language.primary | Python | - |
| license.spdx | BSD | - |
| platform.support | `{"cli":true,"mac":true,"linux":true,"windows":true}` | `{"web":true}` |
| pricing | `{"type":"open_source","sourceUrl":"https://conda.org","retrievedAt":"2026-10-15T09:25:41.048Z"}` | - |
| pricing.free_tier | yes | - |
| pricing.model | open_source | commercial |
| pricing.price_level | free | - |
| pricing.transparent | yes | - |
| release.cadence_days | 17 | - |
| release.history | `[{"url":"https://github.com/conda/conda/releases/tag/26.9.3","date":"2026-10-14T19:15:56Z","type":"stable","version":"26.9.3"},{"url":"https://github.com/conda/conda/releases/tag/26.9.2","date":"2026-10-08T19:18:53Z","type":"stable","version":"26.9.2"},{"url":"https://github.com/conda/conda/releases/tag/26.9.1","date":"2026-10-02T15:37:34Z","type":"stable","version":"26.9.1"},{"url":"https://github.com/conda/conda/releases/tag/26.9.0","date":"2026-10-01T07:16:46Z","type":"stable","version":"26.9.0"},{"url":"https://github.com/conda/conda/releases/tag/26.7.3","date":"2026-09-29T13:55:53Z","type":"stable","version":"26.7.3"},{"url":"https://github.com/conda/conda/releases/tag/26.7.2","date":"2026-09-04T13:35:58Z","type":"stable","version":"26.7.2"},{"url":"https://github.com/conda/conda/releases/tag/26.7.1","date":"2026-08-18T13:35:29Z","type":"stable","version":"26.7.1"},{"url":"https://github.com/conda/conda/releases/tag/26.7.0","date":"2026-07-31T22:00:50Z","type":"stable","version":"26.7.0"},{"url":"https://github.com/conda/conda/releases/tag/26.5.3","date":"2026-06-16T20:51:06Z","type":"stable","version":"26.5.3"},{"url":"https://github.com/conda/conda/releases/tag/26.5.2","date":"2026-06-01T20:32:46Z","type":"stable","version":"26.5.2"},{"url":"https://github.com/conda/conda/releases/tag/26.5.1","date":"2026-05-26T20:50:20Z","type":"stable","version":"26.5.1"},{"url":"https://github.com/conda/conda/releases/tag/26.5.0","date":"2026-05-15T19:15:15Z","type":"stable","version":"26.5.0"},{"url":"https://github.com/conda/conda/releases/tag/26.3.2","date":"2026-04-10T19:43:53Z","type":"stable","version":"26.3.2"},{"url":"https://github.com/conda/conda/releases/tag/26.3.1","date":"2026-04-03T16:23:03Z","type":"stable","version":"26.3.1"},{"url":"https://github.com/conda/conda/releases/tag/26.3.0","date":"2026-03-31T16:06:45Z","type":"stable","version":"26.3.0"},{"url":"https://github.com/conda/conda/releases/tag/26.1.1","date":"2026-02-17T21:25:35Z","type":"stable","version":"26.1.1"},{"url":"https://github.com/conda/conda/releases/tag/26.1.0","date":"2026-01-30T16:50:29Z","type":"stable","version":"26.1.0"},{"url":"https://github.com/conda/conda/releases/tag/25.11.1","date":"2025-12-12T11:12:52Z","type":"stable","version":"25.11.1"},{"url":"https://github.com/conda/conda/releases/tag/25.11.0","date":"2025-11-24T14:00:32Z","type":"stable","version":"25.11.0"},{"url":"https://github.com/conda/conda/releases/tag/25.9.1","date":"2025-10-10T13:52:21Z","type":"stable","version":"25.9.1"}]` | - |
| reliability.sla_pct | - | 99.99 |
| security.certifications | - | `[{"name":"Red Hat Partner Vulnerability Scanner Certification","status":"active"},{"name":"Red Hat Certified OpenShift Operator","status":"active"},{"name":"Red Hat Certified UBI Container Image","status":"active"}]` |
| security.disclosure_policy | - | yes |
| security.pci | - | yes |
| security.scorecard | 5.1 | - |
| security.trust_center | - | https://jfrog.com/blog/compliance-made-easy-with-jfrog-xray/ |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=conda&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (Package Registries)

| Capability | conda | JFrog Artifactory |
|---|:--:|:--:|
| **Core** |  |  |
| Role | Package manager client | Private hosted registry |
| **Ecosystem** |  |  |
| Ecosystem / language | Polyglot | Polyglot |
| **Deployment** |  |  |
| Deployment | CLI-local | SaaS |
| **Formats** |  |  |
| Package formats supported | Many formats | Many formats |
| **Hosting** |  |  |
| Private / scoped packages | - | ✓ |
| Upstream proxy / caching | - | ✓ |
| **Resolution** |  |  |
| Lockfile / deterministic installs | ✓ | - |
| Workspaces / monorepo | - | - |
| Content-addressable store | ✓ | - |
| **Supply chain** |  |  |
| Supply-chain integrity | ✓ | ✓ |
| Vulnerability / licence scanning | - | ✓ |
| **Licensing** |  |  |
| Openness | Open-source | Closed |
| **Pricing** |  |  |
| Pricing model | Free / OSS | - |

*Source: vioscaleAI. Generated 2026-10-16T18:57:38.049Z. "-" = undocumented, not absent.*