RunPod — Community & Secure GPU Cloud
Workload Suitability Matrix: Multi-Node Training: Community instances offer lowest spot pricing but carry preemption risk with 30-second warnings; Secure instances provide dedicated GPU allocation wit...
Cloud GPU Pricing
| GPU | VRAM | Interconnect | Spot | On-Demand | Monthly | Deploy |
|---|---|---|---|---|---|---|
| RTX 4090 | 24GB GDDR6X | PCIe 4.0 (64 GB/s) | $0.39 | $0.74 | $453 | Deploy → |
| L40S | 48GB GDDR6 | PCIe 4.0 (64 GB/s) | $1.09 | $1.09 | $667 | Deploy → |
| H100 SXM5 | 80GB HBM3 | NVLink 4.0 (900 GB/s) | $2.49 | $3.49 | $2,136 | Deploy → |
| H200 | 141GB HBM3e | NVLink 4.0 (900 GB/s) | $4.31 | $4.31 | $2,638 | Deploy → |
| B200 | 192GB HBM3e | NVLink 5.0 (1.8 TB/s) | $5.99 | $5.99 | $3,666 | Deploy → |
Competitor Comparison
| PROVIDER | MIN PRICE / HR | AVG TOKEN RATE | FREE TIER | BILLING | KEY ADVANTAGE |
|---|---|---|---|---|---|
| RunPod | $0.39 | — | No free GPU tier; 20% off firs... | per-second | ★ You are here |
| Vast.ai | $0.34 | — | No free tier; lowest hourly ra... | per-second | Peer-to-Peer GPU Marketplace |
Technical Nuances & Editorial Analysis
Workload Suitability Matrix: Multi-Node Training: Community instances offer lowest spot pricing but carry preemption risk with 30-second warnings; Secure instances provide dedicated GPU allocation with guaranteed uptime SLAs and InfiniBand/RDMA interconnect support. Spot Inference Prototyping: Per-second billing across H100, H200, B200, and RTX 4090; community tier offers lowest $/hr but interruptible. Persistent Production API: Network egress fees $0.07/GB/month on community; enterprise tier offers dedicated infrastructure with SLA guarantees. Supports custom Docker templates for vLLM, Ollama, and inference engines; integrates with PyTorch and Hugging Face.
Billing Granularity
per-second
How charges are calculated
Hidden Costs
Network volume fees ($0.07/GB/month)
Watch out for these fees
Free Tier
No free GPU tier; 20% off first month with coupon
Credit requirements and caps
Best Use Case
Best for flexible GPU workloads
Ideal workload profile
Frequently Asked Questions
What is the cheapest instance/model on RunPod?▾
Does RunPod offer a free tier without a credit card?▾
How does RunPod compare to its cheaper alternatives?▾
Cost Analysis & Deployment Guides
How to Run Llama 3.3 70B Locally: VRAM, Quantization & Deployment
8 min read
how-toProduction vLLM Deployment: PagedAttention, KV-Cache & Continuous Batching
newsNVIDIA Blackwell B200 Compute Impact: FP4 Tensor Cores, NVLink 5.0 & VRAM Density
researchReal-World Cost of Hosting a 70B LLM: Spot Pricing vs API Breakeven Analysis
guideQuantization Formats Explained: FP8 vs INT4 vs AWQ for LLM Serving
7 min read