| Feature | IBM Studio (watsonx.ai) | Google Colab | Azure ML Studio | | :--- | :--- | :--- | :--- | | | No (Cloud native) | No | No | | Local CLI Available | Yes ( ibmcloud ) | No | Yes ( az ) | | Best For | Enterprise LLMs + Granite models | Education/Prototyping | Microsoft stack integration | | Offline Install | Via Cloud Pak (paid) | No | Via Azure Stack (paid) |

api_key = "your-api-key" project_id = "your-project-id"

Overall, IBM Studio is a powerful and feature-rich IDE that's suitable for a wide range of development projects. If you're looking for a versatile and cloud-integrated development environment, IBM Studio is definitely worth considering.

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