G2 Vendor Directory

Prophecy vs. AWS Lake Formation

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

MetricProphecy

by Prophecy

AWS Lake Formation

by Amazon Web Services (AWS)

Overall rating4.64.4
Review count3138
Ease of use8.98.9
Ease of setup8.98.7
Quality of support9.38.6
Meets requirements8.99.0
NPS77.41935563.636364
Small Business12.9%42.1%
Mid-Market19.4%23.7%
Enterprise67.7%34.2%
Total page views288131
Total LLM citations851387

Prophecy

Prophecy is the agentic data prep and analysis platform that introduces a new data lifecycle—generate, refine, deploy—where AI agents and data teams collaborate through visual, code, and document interfaces to accelerate work and deliver trusted pipelines to production. Leading enterprises rely on Prophecy to power their most demanding data workloads. - Generate a first draft in minutes: Prophecy’s AI agents, built on specialized Claude Code, are experts at generating workflows for your data, accelerating tasks like data transformation and automating others like documentation.

Pros

  • Ease of Use
  • Code Generation
  • Customer Support
  • Features
  • Automation
  • Easy Integrations

AWS Lake Formation

AWS Lake Formation is a fully managed service to build, manage, secure, and share data in data lakes in days. You can centralize security and governance, and enable data sharing across the organization.

Pros