G2 Vendor Directory

Vertex Explainable AI vs. Gemini platform

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

MetricVertex Explainable AI

by Google

Gemini platform

by Google

Overall rating4.74.3
Review count18735
Ease of use9.38.5
Ease of setup9.48.4
Quality of support9.08.5
Meets requirements9.28.8
NPS94.44444453.314917
Small Business33.3%42.9%
Mid-Market33.3%27.1%
Enterprise33.3%30.0%
Total page views1703,371
Total LLM citations680

Vertex Explainable AI

Understand AI output and build trust. Explainable AI is a set of tools and frameworks to help you understand and interpret predictions made by your machine learning models, natively integrated with a number of Google's products and services. With it, you can debug and improve model performance, and help others understand your models' behavior. You can also generate feature attributions for model predictions in AutoML Tables, BigQuery ML and Vertex AI, and visually investigate model behavior using the What-If Tool.

Pros

  • Easy Integrations
  • Collaboration
  • Easy Access
  • Security Protection
  • Cost Saving
  • Data Management

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