Chroma review: the fastest way to ship a RAG prototype, and the first thing you will outgrow

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.