Methodology

We record the actual GPU, memory, storage, network and software configuration before comparing results.

We measure startup time, throughput, stability and the complete cost of running a real workload—not just the headline GPU-hour price.

Supplier information is welcome, but rankings and conclusions are not for sale. We separate measured facts, observations and inferences.