Model Whale vs Claude Code：怎么选？

Model Whale是和鲸社区推出的一款在线数据科学工具，为AI编程提供了免费GPU支持。它的核心功能包括内置Jupyter Notebook环境，支持Python和R语言，让数据分析和模型训练更加便捷；同时提供丰富的公开数据集和预训练模型，用户可直接调用，降低开发门槛；此外，平台还支持一键部署模型为API，方便快速验证和分享成果。这款工具主要面向数据科学家、机器学习工程师和AI初学者，尤其适合那些需要免费计算资源或希望快速上手实践的用户。常见使用场景包括在课程作业中训练深度学习模型、参与数据竞赛时快速迭代方案，或是初创团队低成本验证AI产品原型。

关于 Claude Code

“Claude Code has dramatically accelerated our team's coding efficiency. I can now write EDA code in a notebook—pulling data, training a model, and evaluating it with basic metrics—and then ask Claude to convert that into a Metaflow pipeline. This process saves 1-2 days of routine (and often boring!) work per model.”

Claude Code runs in your terminal and works alongside your preferred IDE and development tools without requiring you to change your workflow. Claude Code can also use command line tools (like Git) and MCP servers (like GitHub) to extend its own capabilities using your tools.

Your terminal is where real work happens. Claude Code connects with the tools that power development—deployment, databases, monitoring, version control. Rather than adding another interface to juggle, it enhances your existing stack.

核心功能

• Claude for Chrome
• Claude for Slack
• Claude for Microsoft 365