Modal Labs pricing context

Modal uses consumption-based, per-second billing with no idle charges. GPU rates (as listed on modal.com/pricing): B200 $0.001736/sec, H200 $0.001261/sec, H100 $0.001097/sec, A100 80GB $0.000694/sec, A100 40GB $0.000583/sec, L40S $0.000542/sec, A10 $0.000306/sec, L4 $0.000222/sec, T4 $0.000164/sec. CPU is $0.0000131/core/sec; memory $0.00000222/GiB/sec. Three plan tiers: Starter ($0/month base, $30/month free compute credits, 3 seats, 100 containers, 10 GPU concurrency, 1-day log retention); Team ($250/month base, $100/month free credits, unlimited seats, 1,000 containers, 50 GPU concurrency, 30-day logs, custom domains, static IP, deployment rollbacks); Enterprise (custom pricing, higher concurrency, HIPAA, SSO, audit logs, embedded ML engineering support). Region selection adds 1.25–2.5x; non-preemptible execution adds 3x base price. Startup credit grants up to $25K and academic grants up to $10K are available. Available via AWS and GCP marketplaces for committed-spend usage.