Data Science and Machine Learning Platforms
Alternatives to Amazon SageMaker Canvas
The tools Specifiction weighs against Amazon SageMaker Canvas, from its list of data science and machine learning platforms, each with its plans, platforms and spec score.
- 01
Google Colab Colab is aimed at students, data scientists, AI researchers, educators, and researchers who work primarily with Python notebooks.
From $8.33/mo Free plan Web · API · Self-hosted · Browser extension9.0 Visit Specs - 02 Bioconductor
Bioconductor suits researchers and data scientists analyzing biological or genomic data in R.
Free plan Open source Web · Windows · macOS · Linux8.9 Visit Specs - 03 Paperspace Gradient
Gradient suits people and groups developing or serving machine learning models, from individual engineers and researchers to teams and startups.
From $8/mo Free plan Open source Web · Windows · macOS · Linux8.7 Visit Specs - 04
Anaconda Notebooks Anaconda Notebooks suits learners and Python or data science users who want a browser-based JupyterLab environment.
From $15/mo Free plan Web8.4 Visit Specs - 05 Deepnote
Deepnote suits data professionals and teams who want collaborative notebooks, scheduled analysis, or dashboards and apps built from their work.
From $3,920/mo Free plan Web · Windows · macOS · Linux8.4 Visit Specs - 06
KNIME Analytics Platform The desktop platform suits people who want to build data workflows visually, including those who need to combine visual steps with Python, R, or JavaScript.
From $19/mo Free plan Windows · macOS · Linux8.1 Visit Specs - 07
DataRobot DataRobot is aimed at global enterprises, including regulated organizations in manufacturing, public sector, life sciences, insurance, financial services, and other listed sectors.
Free trial Web · Linux · API · Self-hosted7.9 Visit Specs - 08 H2O Driverless AI
H2O describes data scientists, DevOps and IT professionals, and business analysts as audiences for Driverless AI.
Free trial Web · Windows · macOS · Linux7.8 Visit Specs - 09
Saturn Cloud Saturn Cloud suits teams operating GPU infrastructure, AI workloads, or GPU cloud services.
From $0.09/mo Free plan Web · API · Self-hosted7.6 Visit Specs - 10
H2O.ai H2O.ai targets businesses, government entities, nonprofits, and academic institutions.
Web · iOS · API · Self-hosted7.5 Visit Specs - 11 Orange Data Mining
Orange suits beginners and experienced data scientists who want visual analysis workflows, including learners and professional training settings.
Free plan Windows · macOS · Linux7.4 Visit Specs - 12
SAS Advanced Analytics Free trial API · Self-hosted7.1 Visit Specs - 13
Cloudera AI Registry From $0.20/mo Web6.7 Visit Specs - 14
Azure Machine Learning Azure Machine Learning suits teams needing web-based forecasting, evaluation, automated learning or model deployment.
Web6.4 Visit Specs - 15 Apache SystemDS Windows · macOS · Linux6.1 Visit Specs
- 16 Amazon SageMaker AI Web6.0 Visit Specs
- 17 Amazon SageMaker Studio Web5.9 Visit Specs
- 18
Databricks Data Intelligence Platform Web5.9 Visit Specs - 19 Domino Enterprise AI Platform Web5.8 Visit Specs
- 20 IBM Watson Studio Web5.8 Visit Specs
- 21 H2O-3 Web5.7 Visit Specs
- 22 Oracle Data Miner Windows · macOS · Linux5.5 Visit Specs
- 23 Oracle Cloud Infrastructure Data Science Web5.4 Visit Specs
- 24 SAS Model Studio Web5.2 Visit Specs
- 25 Snowflake Notebooks Web5.2 Visit Specs
Amazon SageMaker Canvas, head to head
- Amazon SageMaker Canvas vs Google Colab
- Amazon SageMaker Canvas vs Bioconductor
- Amazon SageMaker Canvas vs Paperspace Gradient
- Amazon SageMaker Canvas vs Anaconda Notebooks
- Amazon SageMaker Canvas vs Deepnote
- Amazon SageMaker Canvas vs KNIME Analytics Platform
- Amazon SageMaker Canvas vs DataRobot
- Amazon SageMaker Canvas vs H2O Driverless AI
- Amazon SageMaker Canvas vs Saturn Cloud
- Amazon SageMaker Canvas vs H2O.ai
- Amazon SageMaker Canvas vs Orange Data Mining
- Amazon SageMaker Canvas vs SAS Advanced Analytics