# Apache PredictionIO vs Gorse

| Attribute | Apache PredictionIO | Gorse |
|---|---|---|
| **Vioscale score** | 18.5 (22% (low)) | 53.1 (14% (low)) |
| activity.commits_last_30d | 0 | 15 |
| adoption.dependent_repos | 1 | 0 |
| adoption.github_stars | 12,518 | 9,808 |
| deployment.options | `{"self_hosted":true}` | - |
| description.long | A distributed platform that handles data collection, model deployment, evaluation, and prediction serving through REST APIs, built on open-source infrastructure like Spark, Hadoop, and Elasticsearch. | - |
| integrations.count | 7 | - |
| integrations.list | `[{"name":"Elasticsearch"},{"name":"Hadoop"},{"name":"HBase"},{"name":"Spark"},{"name":"Spark MLLib"},{"name":"OpenNLP"},{"name":"Docker"}]` | - |
| language.primary | Scala | Go |
| license.spdx | Apache-2.0 | Apache-2.0 |
| platform.support | `{"web":true}` | - |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://predictionio.apache.org/","retrievedAt":"2026-08-19T22:47:50.192Z"}` | `{"type":"open_source","sourceUrl":"https://gorse.io/","retrievedAt":"2026-08-19T23:33:01.204Z"}` |
| pricing.free_tier | yes | - |
| pricing.model | open_source | commercial |
| pricing.price_level | free | free |
| release.cadence_days | - | 24 |
| release.history | `[{"url":"https://github.com/apache/predictionio/releases/tag/v0.9.6","date":"2016-04-11T22:59:10Z","type":"stable","version":"v0.9.6"}]` | `[{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.11","date":"2026-07-14T22:19:06Z","type":"stable","version":"v0.5.11"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.10","date":"2026-06-19T03:25:54Z","type":"stable","version":"v0.5.10"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.9","date":"2026-06-13T09:07:53Z","type":"stable","version":"v0.5.9"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.8","date":"2026-06-04T15:42:26Z","type":"stable","version":"v0.5.8"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.7","date":"2026-04-16T13:44:24Z","type":"stable","version":"v0.5.7"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.6","date":"2026-03-20T14:48:10Z","type":"stable","version":"v0.5.6"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.5","date":"2026-03-07T03:27:45Z","type":"stable","version":"v0.5.5"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.4","date":"2026-02-03T12:44:13Z","type":"stable","version":"v0.5.4"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.3","date":"2026-01-31T06:47:21Z","type":"stable","version":"v0.5.3"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.2","date":"2026-01-17T12:50:43Z","type":"stable","version":"v0.5.2"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.1","date":"2025-12-23T04:00:55Z","type":"stable","version":"v0.5.1"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.0","date":"2025-12-20T05:21:22Z","type":"stable","version":"v0.5.0"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.0-rc","date":"2025-11-23T06:02:10Z","type":"stable","version":"v0.5.0-rc"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.0-alpha.8","date":"2025-11-15T19:12:33Z","type":"prerelease","version":"v0.5.0-alpha.8"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.0-alpha.7","date":"2025-11-02T16:06:43Z","type":"prerelease","version":"v0.5.0-alpha.7"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.0-alpha.6","date":"2025-09-21T15:25:35Z","type":"prerelease","version":"v0.5.0-alpha.6"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.0-alpha.5","date":"2025-08-25T14:16:12Z","type":"prerelease","version":"v0.5.0-alpha.5"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.0-alpha.4","date":"2025-08-15T14:00:39Z","type":"prerelease","version":"v0.5.0-alpha.4"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.0-alpha.3","date":"2025-01-14T13:06:21Z","type":"prerelease","version":"v0.5.0-alpha.3"},{"url":"https://github.com/gorse-io/gorse/releases/tag/v0.5.0-alpha.2","date":"2024-12-21T01:56:46Z","type":"prerelease","version":"v0.5.0-alpha.2"}]` |
| security.scorecard | 3.1 | - |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=org.apache.predictionio%3Aapache-predictionio-common_2.10&per_page=100","last_12m":0,"max_severity":null}` | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fgorse-io%2Fgorse&per_page=100","last_12m":0,"max_severity":null}` |

## Capabilities (Recommendation Engines)

| Capability | Apache PredictionIO | Gorse |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Realtime serving | - | - |
| Realtime ingestion | - | - |
| Cold start handling | - | - |
| Explainability | - | - |
| Built in ab testing | - | - |
| Open source | - | - |
| SOC2 | - | - |
| Multi tenant isolation | - | - |

*Source: Vioscale. Generated 2026-09-01T14:39:25.597Z. "-" = undocumented, not absent.*