Data Science Platforms: best apps and software

Mithril

Mithril lets ML teams self-serve GPU instances and manage distributed training, inference, batch jobs, and workflows across cloud or hybrid environments with data security.

Aureo.io

Aureo.io is a low-code platform for AI and MLOps, allowing users to upload data for analysis, modeling, and extracting insights through interactive queries.

Superb AI

Superb AI is a platform that streamlines data management, annotation, model training, and deployment for machine learning projects, enhancing workflow efficiency.

Loginom

Loginom is a low-code platform for integrating, preparing, analyzing, modeling, visualizing, and deploying data-driven workflows.

DataDance

DataDance is an Ethereum Layer 2 for personal data assets, helping users and brands manage private data for AI use, rights control, exchange, airdrops, and claims.

Hopsworks

Hopsworks is a collaborative ML platform featuring a modular feature store for managing machine learning features, enabling efficient model deployment and real-time data processing.

Valohai

Valohai is an MLOps platform that streamlines machine learning workflows, automating model training and enabling team collaboration for efficient project management.

Tensorant

Tensorant helps users prepare datasets, fine-tune and evaluate open-weight models, and deploy them through an API on GPUs in their own cloud account.

Nodus Compute

Nodus Compute runs AI workloads on matched GPU resources. Submit code, data, requirements, and budget; monitor jobs, recover interrupted runs, and download results.

Alkera AI

AI platform for data engineering, science, and analytics that helps teams analyze data, manage pipelines, trace lineage, create documentation, and work across warehouses, BI tools, and notebooks.

Lyceum

Lyceum is a European GPU cloud platform for running AI workloads, including model inference, training, fine-tuning, scientific computing, and scalable deployments.

Clusy

A cloud notebook app for researchers and data teams to plan, run, and compare ML and data science workflows from natural-language goals.

ZeroGPU

ZeroGPU provides AI infrastructure using small models on an edge network to handle many production tasks faster and at lower cost.

Avenlo

A cloud notebook app with an AI agent that inspects files, writes and runs Python code, and explains data analysis and machine learning work.

Gaio DataOS

Gaio DataOS is a cloud platform that consolidates data integration, storage, governance, analytics and AutoML, enabling users to prepare, analyze, and deploy models and real‑time insights.

Dataro

Dataro utilizes machine learning to identify potential donors, helping organizations optimize fundraising campaigns for better efficiency and increased donations.