RunPod vs Modal — which serverless GPU host should you ship on?
| RunPod | Modal | |
|---|---|---|
| CATEGORY | COMPUTE | COMPUTE |
| RATING | 8.4 / 10 | 8.7 / 10 |
| PRICING | SERVERLESS FROM $0.94/HR | PER-SECOND · GPUS FROM $0.59/HR |
| BEST FOR | Burst GPU work, fine-tuning runs, indie and small-team inference without a cloud contract. | Python-first ML inference, fine-tuning, data pipelines, scheduled batch. Teams that want DX over raw $/hour. |
| WATCH OUT | SLA-sensitive production, HIPAA- or SOC2-locked workloads, or anything requiring guaranteed capacity. | Non-Python stacks (Node/Go/Rust), teams chasing the cheapest raw GPU rates, workloads needing hyperscaler procurement posture. |
Pick RunPod for the cheapest reliable GPU-hours, persistent pod options, and a UX that gets out of your way.
Pick Modal when developer experience matters more than per-hour cost — define functions in Python, they handle the infra.
RunPod A100 80GB is $1.89/hr; Modal A100 80GB is $3.40/hr. Almost 2x. But Modal's Python-native function model — you write a decorator, they handle scaling, packaging, secrets, and GPUs — saves real engineer time. For a lean team shipping inference workloads, that DX often justifies the cost. For batch jobs or established pipelines, RunPod's pricing wins.
Use the GPU calculator to model your actual hour-volume.
RunPod is the cheapest credible option; Modal is the smoothest DX.
RunPod: SERVERLESS FROM $0.94/HR. Modal: PER-SECOND · GPUS FROM $0.59/HR.
RunPod — SLA-sensitive production, HIPAA- or SOC2-locked workloads, or anything requiring guaranteed capacity.. Modal — Non-Python stacks (Node/Go/Rust), teams chasing the cheapest raw GPU rates, workloads needing hyperscaler procurement posture..