RunPod Alternative
The RunPod alternative
built for developers.
Fractional GPUs from 12.5%. Per-minute billing. Zero egress fees. NVIDIA A100, H100, and L40S GPUs available now - when RunPod's queue starts at 30 minutes, our Pods start in seconds.
Why ML teams are leaving RunPod
H100/A100 frequently unavailable on Community tier. Surge pricing on Secure Cloud.
Pay for a whole GPU even when inference uses 15% of it. PodStack is fractional from 12.5%.
Charges to pull model weights, datasets, and inference results back out. PodStack egress is zero.
Community tier runs on third-party hosts. PodStack runs on operator-owned hardware with an SLA.
PodStack vs RunPod - feature by feature
| Feature | PodStack | RunPod |
|---|---|---|
| Fractional GPU | 12.5% - 100% via PodVirt | Full GPU only |
| Egress fees | Zero | Charged per GB |
| Billing granularity | Per-minute | Per-minute |
| Host model | Operator-owned data centres | Marketplace hosts on Community tier |
| SLA | Enterprise SLA available | Best-effort on Community tier |
| Cold start | Seconds (Pods + VMs) | Varies by region/availability |
| Developer tooling | CLI, SDK, REST API, podstack.yaml | CLI + API |
| Pricing | Custom - talk to sales | Public on-demand rates |
Pricing built around your workload
PodStack pricing is customised to your GPU mix, fraction sizes, and committed usage - with per-minute billing and zero egress fees, you only pay for what you actually use. Tell us your workload and get a quote the same day.
Migrating from RunPod in under an hour
- Step 1Push your Docker image
docker tag my-llm:latest registry.podstack.ai/<org>/my-llm:latest docker push registry.podstack.ai/<org>/my-llm:latest - Step 2Sync model weights and datasets
aws s3 sync ./weights/ s3://my-bucket/weights/ \ --endpoint-url https://s3.podstack.ai - Step 3Launch a Pod
# podstack.yaml gpu: a100-80gb gpuFraction: 1.0 image: registry.podstack.ai/<org>/my-llm:latest volume: bucket: my-bucket mountPath: /workspacepodstack pod create -f podstack.yaml
Frequently asked questions
Why are people looking for a RunPod alternative?+
RunPod has been capacity-constrained on popular GPUs like H100 and A100, forcing teams to queue for availability or pay surge prices. Community-tier workloads also run on third-party marketplace hosts with best-effort reliability, and egress charges add up when you pull weights and datasets back out.
Is PodStack cheaper than RunPod?+
PodStack pricing is customised to your workload rather than published as flat rates. With per-minute billing, zero egress fees, and fractional GPU (pay for 12.5% of a GPU if that's all you need), the all-in total cost is typically lower for sub-utilised and inference workloads. Talk to sales for a quote matched to your usage.
Can I run vLLM, Unsloth, and ComfyUI on PodStack like I do on RunPod?+
Yes. PodStack ships one-click templates for vLLM, Unsloth fine-tuning, ComfyUI, PyTorch, and TensorFlow. Bring your own Docker image or use the templates - the workflow is the same as RunPod.
How do I migrate from RunPod to PodStack?+
Three steps: (1) push your Docker image to a registry PodStack can pull from, (2) sync model weights and datasets to a PodStack S3-compatible bucket, (3) launch a Pod with podstack.yaml or the portal. Most teams are migrated in under an hour.
Does PodStack have an SLA like RunPod's Secure Cloud tier?+
Yes. PodStack offers enterprise SLAs on Pods, VMs, and Baremetal GPU. Unlike RunPod Community, every PodStack tier runs on operator-owned data centres - no marketplace hosts.
Is my data safe with PodStack?+
PodStack runs on operator-owned hardware in ISO 27001 certified data centres - no peer hosts with physical access to your disks. DPDP compliance is also covered for teams that need it.
Can I get H100s on PodStack right now if RunPod is out?+
PodStack maintains H100 capacity with priority allocation for enterprise customers. If you need urgent H100 availability, contact sales@podstack.ai and we can usually provision within hours.
Stop queueing. Start training.
Launch your first Pod in under 60 seconds.
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