# Apache PredictionIO alternatives

The highest-scoring alternative to Apache PredictionIO in Recommendation Engines is **Gorse** (53/100), against Apache PredictionIO's 19/100. Ranked on independent signals, not user reviews. No vendor pays for placement.

| # | Alternative | Score | Confidence | Compare |
|--:|---|--:|---|---|
| 1 | [Gorse](https://www.vioscale.ai/software/gorse) | 53 | 14% (low) | [Apache PredictionIO vs Gorse](https://www.vioscale.ai/compare/apache-predictionio-vs-gorse) |
| 2 | [Amazon Personalize](https://www.vioscale.ai/software/amazon-personalize) | 38 | 42% (low) | [Apache PredictionIO vs Amazon Personalize](https://www.vioscale.ai/compare/amazon-personalize-vs-apache-predictionio) |
| 3 | [TensorFlow Recommenders](https://www.vioscale.ai/software/tensorflow-recommenders) | 33 | 21% (low) | [Apache PredictionIO vs TensorFlow Recommenders](https://www.vioscale.ai/compare/apache-predictionio-vs-tensorflow-recommenders) |
| 4 | [Algolia Recommend](https://www.vioscale.ai/software/algolia-recommend) | 22 | 3% (low) | [Apache PredictionIO vs Algolia Recommend](https://www.vioscale.ai/compare/algolia-recommend-vs-apache-predictionio) |

Apache PredictionIO itself ranks #5 of 5 in Recommendation Engines.

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*Source: Vioscale (https://www.vioscale.ai/alternatives/apache-predictionio). Generated 2026-09-01T17:19:06.663Z.*