Google Cloud vs Modal Comparison

Why choose Google Cloud

• Lower estimated cost for 10 users: Free vs $250/mo
• Higher Analytics score (9/10 vs 6/10)
• Higher Integration score (8/10 vs 6/10)
• Better fit for enterprise (9/10 vs 7/10)

Why choose Modal

• Higher Ease of Use score (8/10 vs 5/10)
• Higher Support score (6/10 vs 5/10)
• Better fit for startups (9/10 vs 7/10)

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.

Modal

Pros

• GPUs from the T4 up to the B300 are available without quota requests or reservations, and workloads can burst to thousands of containers.
• Per-second billing and scale-to-zero mean idle bursty inference workloads cost nothing.
• Python developers define infrastructure in code and deploy with a single CLI command, with no Kubernetes or Dockerfiles needed.
• The free Starter plan includes $30 a month of compute, and startup and academic credit programs are available.
• Sandboxes support large numbers of concurrent isolated environments for AI agents and untrusted code.

Cons

• Always-on or steady workloads can cost more than reserved GPU rentals from providers such as RunPod or Lambda.
• Containers stay billable for 60 seconds after the last request by default, and keep-warm settings are a common source of bill surprises.
• Region pinning raises prices by 1.15 to 1.75 times, and non-preemptible execution by 3 times.
• SSO, audit logs, and HIPAA support are limited to the custom-priced Enterprise plan.
• Credits from AWS, GCP, or Azure cannot be applied to Modal usage.