# Observable alternatives

The highest-scoring alternative to Observable in ML Notebooks is **Deepnote** (72/100), against Observable's 74/100. Ranked on independent signals, not user reviews. No vendor pays for placement.

| # | Alternative | Score | Confidence | Compare |
|--:|---|--:|---|---|
| 1 | [Deepnote](https://www.vioscale.ai/software/deepnote) | 72 | 55% (medium) | [Observable vs Deepnote](https://www.vioscale.ai/compare/deepnote-vs-observable) |
| 2 | [Apache Zeppelin](https://www.vioscale.ai/software/apache-zeppelin) | 49 | 22% (low) | [Observable vs Apache Zeppelin](https://www.vioscale.ai/compare/apache-zeppelin-vs-observable) |
| 3 | [Amazon SageMaker Studio Notebooks](https://www.vioscale.ai/software/amazon-sagemaker-studio-notebooks) | 40 | 42% (low) | [Observable vs Amazon SageMaker Studio Notebooks](https://www.vioscale.ai/compare/amazon-sagemaker-studio-notebooks-vs-observable) |
| 4 | [Databricks Notebooks](https://www.vioscale.ai/software/databricks-notebooks) | 22 | 3% (low) | [Observable vs Databricks Notebooks](https://www.vioscale.ai/compare/databricks-notebooks-vs-observable) |

Observable itself ranks #1 of 5 in ML Notebooks.

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*Source: Vioscale (https://www.vioscale.ai/alternatives/observable). Generated 2026-09-01T14:57:56.380Z.*