G2 Vendor Directory

Amazon SageMaker vs. Gemini platform

A side-by-side comparison based on G2 review data.

MetricAmazon SageMaker

by Amazon Web Services (AWS)

Gemini platform

by Google

Overall rating4.34.3
Review count57735
Ease of use8.68.5
Ease of setup8.68.4
Quality of support8.98.5
Meets requirements8.98.8
NPS46.29629653.314917
Small Business30.9%42.9%
Mid-Market34.5%27.1%
Enterprise34.5%30.0%
Total page views4013,371
Total LLM citations1,6060

Amazon SageMaker

Amazon SageMaker is a fully managed service that enables data scientists and developers to build, train, and deploy machine learning (ML) models at scale. It provides a comprehensive suite of tools and infrastructure, streamlining the entire ML workflow from data preparation to model deployment. With SageMaker, users can quickly connect to training data, select and optimize algorithms, and deploy models in a secure and scalable environment.

Pros

  • Ease of Use
  • Implementation Ease
  • Model Management
  • Time-Saving
  • Features
  • Fast Processing

Gemini platform

Google Cloud's comprehensive platform for developers to build, scale, govern and optimize agents and models. It's a single destination for technical teams to build agents that can transform enterprise applications and workflows into powerful agentic systems.

Pros

  • Ease of Use
  • Features
  • Model Variety
  • Machine Learning
  • Integrated Platform
  • Easy Integrations