scikit-learn

DataMLOps

Classic machine learning in Python — the default for tabular models and pipelines.

9.1FreeFree plan

Alternatives

Tensors and dynamic neural networks with strong GPU acceleration. Research's default.

9.5AIAI Models

FreePythonOpen sourceInference

Deep learning for humans. High-level neural-net API, now on JAX, TensorFlow and PyTorch.

8.7AIAI Models

FreePythonOpen sourceInference

Cloud data warehouse with sharing, Cortex AI and separate storage/compute.

8.8DataWarehouse

FreePythonWarehouse

Usage-based

Lakehouse for Spark, Delta, Mosaic AI and unified analytics + ML.

8.7DataMLOps

FreePythonWarehouse

Usage-based

Flexible data analysis and manipulation library for Python.

9.2DataETL / ELT

FreePythonOpen sourceLibrary

The open-source computer-vision library used in research and production.

9.0AIAI Image

FreeC++PythonOpen sourceLibrary

Transform warehouse data as versioned SQL models with tests and docs.

8.9DataETL / ELT

FreePythonOpen source

$100/mo

Columnar OLAP database for realtime analytics — Cloud or you run the nodes.

8.8DataWarehouse

FreeWarehouseOpen source