CoreWeave vs Google Cloud Comparison

Why choose CoreWeave

• Higher Support score (7/10 vs 5/10)
• Higher Cost score (6/10 vs 5/10)

Why choose Google Cloud

• Has a free plan (CoreWeave does not)
• Higher Analytics score (9/10 vs 6/10)
• Higher Customization score (9/10 vs 7/10)
• Better fit for developers (9/10 vs 7/10)
• Better fit for small business (4/10 vs 2/10)

CoreWeave

Pros

• Free internet egress and internal data transfer, which lowers the cost of moving large datasets and model checkpoints.
• Large inventory of current NVIDIA hardware, from L40S to GB200 NVL72, with InfiniBand for multi-node training.
• Spot rates are well below on-demand rates, for example $19.71 versus $49.24 per hour for an 8-GPU H100 node, and committed discounts reach up to 60%.
• The CKS control plane and SUNK Slurm scheduler are free, so you pay only for compute.
• A Terraform and OpenTofu provider manages clusters, VPCs, storage, and inference as code.

Cons

• No free tier or trial credits, and minimum spend is reported to be high even for light use.
• No managed databases, serverless functions, or CDN, so a second cloud is often needed.
• Regions are concentrated in North America and Europe, with limited Asia-Pacific coverage.
• The best pricing usually requires multi-year contracts and an enterprise sales process.
• Few public user reviews are available on G2 or Gartner to validate claims.

Google Cloud

Pros

• Very broad managed catalogue that spans VMs, GKE, serverless, several database engines, a CDN and Cloud Armor, so most infrastructure can come from one vendor.
• Global footprint, which Wikipedia put at 40 regions and 121 zones in early 2024, helps teams deploy close to users and across zones.
• A 300 USD, 90-day credit plus a permanent Always Free tier, including a small VM, lets developers prototype at no cost.
• Capterra reviewers credit its scalability with helping them adapt quickly to changing client demand.

Cons

• Capterra reviewers repeatedly say the billing is complex, hard to audit and sometimes produces unexpected charges.
• Technical support requires a paid plan priced as a percentage of spend, and Premium starts at 15,000 USD a month.
• Reviewers report a steep learning curve and inconsistent documentation.
• The free e2-micro VM is limited to three US regions, so other regions incur standard charges.