Cast AI vs WeVideo vs RunPod: Which Cloud-Based GPU Platform tool is Best in 2025?

All these tools Cast AI , WeVideo , RunPod offer flexible pricing models suitable for machine learning engineers, ai developers seeking AI-powered solutions to enhance their Cloud-Based GPU Platform efforts.

Cast AI

Starting from
$200/month
Pricing Model:
  • Free monitoring - $0/month
  • Growth - $200/month + $5/CPU
  • Growth PRO - $1000/month + $5/CPU
  • Enterprise - Custom

WeVideo

Starting from
$89/yr
Pricing Model:
  • Single Teacher - $89/yr
  • Classroom - $243.10/yr
  • School or District - Custom
  • PlayPosit for Higher ed - Custom
  • PlayPosit for Business - Custom
  • Power - $3.24/month
  • Unlimited - $5.19/month
  • Professional - $12.99/month
  • Business - $24.04/month
  • Enterprise - Custom

RunPod

Starting from
$0.10/GB/month

These AI tools are among the best Cloud-Based GPU Platform tools available in 2025. For machine learning engineers, ai developers, tools like Cast AI , WeVideo , RunPod help streamline the Cloud-Based GPU Platform process by offering AI-powered features.

What is Cast AI?

Cast AI is a leading platform designed to automate and optimize the performance of applications running on Kubernetes, a popular system for managing containerized applications in the cloud. Founded to tackle the growing challenge of rising cloud costs and complex infrastructure management, Cast AI provides tools that automate resource allocation, monitor usage in real-time, and ensure compliance with security standards. Cast AI recently secured $108 million in a Series C funding round to advance its Application Performance Automation technology.

What is WeVideo?

WeVideo is a cloud-based platform that enables users to create, edit, and share multimedia content, with a strong emphasis on interactivity and collaboration. It is widely used in K-12 and higher education, business, and personal content creation.

What is RunPod?

RunPod is an AI, machine learning, and general computing cloud computing platform underpinned by Kubernetes and designed to execute code on GPU and CPU instances and containers.

Cast AI
  • No ratings found!
WeVideo
  • No ratings found!
RunPod
(4.7/5)
  • Accuracy and Reliability:
    4.9
  • Cost-Efficiency:
    4.6
  • Customization and Flexibility:
    4.8
  • Data Privacy and Security:
    4.9
  • Ease of Use:
    4.5
  • Functionality and Features:
    4.8
  • Integration Capabilities:
    4.4
  • Performance and Speed:
    4.8
  • Support and Resources:
    4.6
Cast AI
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WeVideo
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RunPod
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If you're looking for other Cloud-Based GPU Platform tools for machine learning engineers, ai developers, you can also explore Terraform, which are highly rated in 2025.

Cast AI
  • CAST AI
  • Vilnius
WeVideo
  • WeVideo
  • Lake Forest, CA
RunPod
  • Not Data Available!