Weights & Biases is a machine learning experiment tracking tool to help you easily track and visualize machine learning experiments.
Free with paid plans available
Best Floyd Alternatives ranked by AI · updated May 2025
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Floyd is a platform for building and training deep learning models in the cloud.
Price: Starting at $0.432/hour
🎯 floydhub.com
Top 6 Floyd alternatives
Google Colab is a free Jupyter notebook environment that runs on Google Cloud infrastructure. It offers free GPU support and easy collaboration...
Pros
- Free GPU support
- Seamless integration with Google Drive
- Easy sharing and collaboration
Cons
- Limited to Google Cloud infrastructure
- Limited access to system resources
Kaggle Kernels is a platform for data science and machine learning.
Pros
- Access to datasets
- Community collaboration
Cons
- Limited to Kaggle datasets
Sacred is an open-source Python framework for configuring, running, and recording computational experiments, especially in machine learning research. It provides observers, ingredient-based...
Pros
- Lightweight Python-first experiment configuration and tracking
- Supports reproducibility through captured source code, configuration, and host information
- Can log to MongoDB, files, and other observers without a mandatory cloud account
Cons
- Less polished experiment dashboarding than MLflow or Weights & Biases
- Smaller ecosystem and community than newer ML platforms
- Requires more manual setup for team collaboration and artifact management
Free, open source
Modulos is an MLOps platform for data science and engineering teams to develop, deploy, and manage machine-learning models. It focuses on repeatable...
Pros
- Covers more of the model lifecycle than experiment-tracking-only tools
- Targets repeatable production deployment for engineering teams
- More focused on operational ML workflows than notebook-centric platforms
Cons
- Smaller ecosystem and community than MLflow or Kubeflow
- Less transparent pricing than self-hosted open-source alternatives
- Fewer integrations and learning resources than major cloud ML platforms
ModelDepot is a platform that provides a marketplace for machine learning models and datasets.
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