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Switching from Big Cloud to Swift Compute

Aug 1, 2025
8 min read
By Sarah Chen

As AI workloads continue to grow in complexity and scale, many teams are finding that traditional cloud providers are becoming increasingly expensive and inflexible. At Swift Compute, we've seen a 300% increase in teams migrating from big cloud providers in the past six months alone.

The Big Cloud Problem

Major cloud providers have dominated the GPU computing space for years, but their pricing models weren't designed for the modern AI era. Teams are facing:

  • Unpredictable costs: Complex pricing tiers that make budgeting nearly impossible
  • Resource constraints: Limited GPU availability during peak demand
  • Vendor lock-in: Proprietary tools that make migration difficult
  • Over-provisioning: Paying for resources you don't actually use

The Swift Compute Advantage

Our platform was built from the ground up for AI workloads. Here's what makes us different:

Transparent Pricing

No hidden fees, no complex tiers. You pay for exactly what you use, with rates up to 70% lower than traditional providers. Our pricing calculator shows you exactly what you'll pay before you commit.

Instant Scaling

Need 100 GPUs for a training job? Scale up in seconds, not hours. Our infrastructure is designed to handle sudden spikes in demand without the typical provisioning delays.

Developer-First Experience

Deploy models with a single command. Our CLI and API are designed for developers who want to focus on building, not infrastructure management.

Migration Made Simple

Switching doesn't have to be painful. Our migration team has helped hundreds of companies transition seamlessly:

  1. Assessment: We analyze your current setup and identify optimization opportunities
  2. Parallel deployment: Run workloads on both platforms during transition
  3. Gradual migration: Move workloads at your own pace with zero downtime
  4. Optimization: Fine-tune performance and costs post-migration

Real Results

Companies that have made the switch report:

  • Average cost savings of 65%
  • 50% faster deployment times
  • 99.9% uptime for critical workloads
  • Reduced time-to-market for AI products

Ready to see what Swift Compute can do for your team? Start with our free tier and experience the difference yourself. Start Free Trial

Ready to Get Started?

Join thousands of developers already using Swift Compute to build and deploy AI models faster and more cost-effectively.