| # | Entity | Score |
|---|---|---|
| 01 | KNIME | 63.1 |
| 02 | Vertex AI | 48.4 |
| 03 | Scikit-learn | 44.7 |
| 04 | AWS SageMaker | 37.6 |
| 05 | K-AI | 32.7 |
| 06 | NumPy | 30.4 |
| 07 | Google Teachable Machine | 30.0 |
| 08 | Google Colab | 29.4 |
| 09 | Autopilot | 27.3 |
| 10 | Azure Machine Learning | 25.9 |
| 11 | KNIME Community Hub | 25.0 |
| 12 | Microsoft ML.NET | 23.1 |
| 13 | Model Builder | 23.1 |
| 14 | RapidMiner | 21.3 |
| 15 | Redshift ML | 20.3 |
| 16 | Amazon Q Developer | 19.2 |
| 17 | AWS | 19.2 |
| 18 | Amazon SageMaker Canvas | 19.2 |
| 19 | Databricks | 18.7 |
| 20 | IBM learning paths | 17.7 |
| 21 | matplotlib | 16.9 |
| 22 | SciPy | 16.9 |
| 23 | Google AutoML | 14.9 |
| 24 | Weka | 14.7 |
| 25 | PyTorch | 14.2 |
| 26 | pandas | 13.6 |
| 27 | RapidMiner Studio | 13.5 |
| 28 | Keras | 13.4 |
| 29 | TensorFlow | 13.4 |
| 30 | Kaggle | 11.2 |