# Panel vs Streamlit

| Attribute | Panel | Streamlit |
|---|---|---|
| **Vioscale score** | 56.6 (28% (low)) | 45 (3% (low)) |
| activity.commits_last_30d | 48 | - |
| adoption.dependent_repos | 986 | - |
| adoption.github_stars | 5,762 | - |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true,"on_prem":true,"self_hosted":true}` |
| description.long | An open-source Python library that streamlines development of interactive dashboards, data tools, and web applications with reactive APIs, integrated widgets, and seamless PyData ecosystem compatibility. | A Python-based framework that transforms data scripts into interactive web applications for creating dashboards, reports, and data-driven apps without requiring front-end development expertise. |
| integrations.count | 8 | - |
| integrations.list | `[{"name":"FastAPI"},{"name":"Bokeh"},{"name":"Tornado"},{"name":"HoloViews"},{"name":"Plotly"},{"name":"Vega"},{"name":"Django"},{"name":"React"}]` | - |
| language.primary | Python | - |
| license.spdx | BSD-3-Clause | - |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"open_source","summary":"Free, open-source","freeTier":true,"sourceUrl":"https://panel.holoviz.org","retrievedAt":"2026-08-20T16:29:47.697Z"}` | `{"type":"open_source","summary":"Free and open source (Apache 2.0). Community Cloud hosting available at no cost for public applications.","freeTier":true,"sourceUrl":"https://streamlit.io","retrievedAt":"2026-08-18T21:40:22.448Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | open_source | open_source |
| pricing.price_level | free | free |
| pricing.transparent | yes | yes |
| release.cadence_days | 12 | - |
| release.history | `[{"url":"https://github.com/holoviz/panel/releases/tag/v1.9.4","date":"2026-08-17T12:33:32Z","type":"stable","version":"v1.9.4"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.9.3","date":"2026-06-01T19:25:14Z","type":"stable","version":"v1.9.3"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.9.2","date":"2026-05-27T12:58:39Z","type":"stable","version":"v1.9.2"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.9.1","date":"2026-05-23T11:05:34Z","type":"stable","version":"v1.9.1"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.9.0","date":"2026-05-21T12:02:48Z","type":"stable","version":"v1.9.0"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.8.10","date":"2026-03-16T12:48:16Z","type":"stable","version":"v1.8.10"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.8.9","date":"2026-03-03T17:51:54Z","type":"stable","version":"v1.8.9"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.8.8","date":"2026-03-02T13:22:42Z","type":"stable","version":"v1.8.8"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.8.7","date":"2026-01-28T16:51:52Z","type":"stable","version":"v1.8.7"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.8.6","date":"2026-01-26T17:20:55Z","type":"stable","version":"v1.8.6"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.8.5","date":"2025-12-30T16:08:29Z","type":"stable","version":"v1.8.5"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.8.4","date":"2025-12-02T17:44:28Z","type":"stable","version":"v1.8.4"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.8.3","date":"2025-11-10T11:05:43Z","type":"stable","version":"v1.8.3"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.8.2","date":"2025-10-07T13:10:56Z","type":"stable","version":"v1.8.2"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.8.1","date":"2025-09-16T16:29:47Z","type":"stable","version":"v1.8.1"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.8.0","date":"2025-09-09T13:17:04Z","type":"stable","version":"v1.8.0"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.7.5","date":"2025-07-22T12:43:00Z","type":"stable","version":"v1.7.5"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.7.4","date":"2025-07-15T14:00:54Z","type":"stable","version":"v1.7.4"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.7.3","date":"2025-07-09T09:24:32Z","type":"stable","version":"v1.7.3"},{"url":"https://github.com/holoviz/panel/releases/tag/v1.7.2","date":"2025-06-26T17:36:01Z","type":"stable","version":"v1.7.2"}]` | - |
| security.disclosure_policy | - | yes |
| security.scorecard | 6.9 | - |
| security.soc2 | - | yes |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=panel&per_page=100","last_12m":0,"max_severity":null}` | - |

## Capabilities (Data Apps Internal Tools)

| Capability | Panel | Streamlit |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Build paradigm | - | - |
| Write actions support | - | - |
| Data source connector breadth | - | - |
| Reactivity model | - | - |
| Self hostable | - | - |
| Managed cloud available | - | - |
| Git version control | - | - |
| RBAC SSO | - | - |
| Audit logging | - | - |
| AI app generation | - | - |
| Multiplayer editing | - | - |
| Embeddable output | - | - |
| Component library breadth | - | - |
| Open source | - | - |
| Pricing model | - | - |

*Source: Vioscale. Generated 2026-09-01T16:44:16.414Z. "-" = undocumented, not absent.*