RunPod and Lambda Labs offer GPU cloud at $0.20-$2.00/hour. For indie devs running AI models occasionally, this is much cheaper than buying a GPU. For production workloads, AWS or GCP might be cheaper at scale. I use RunPod for personal AI experiments.
For GPU cloud, yes. RunPod and Lambda Labs are 50-80% cheaper than AWS for GPU workloads. For general cloud (CPU, storage, networking), no, AWS is still better. I use RunPod for AI training and inference, AWS for everything else.
RunPod at $0.20/hour for basic GPU: 100 hours = $20. Lambda Labs at $0.60/hour for better GPU: 100 hours = $60. AWS at $3/hour: 100 hours = $300. For most indie devs, RunPod is the best value. For production, AWS or a dedicated GPU cluster.
For occasional use: yes, cloud GPU is much cheaper. For 24/7 workloads: no, building your own GPU server pays off in 6-12 months. I use RunPod for occasional training and a local RTX 4090 for daily inference. The combination is the best of both worlds.
I've been testing and reviewing AI tools for 2+ years. I run saas.pet as a side project while working as a software engineer. I buy every subscription I review. No vendor pitches, no free accounts. If a tool is in my rotation, I pay for it.
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