12 articles with this tag
Match SDXL, FLUX and video workflows to GPU memory, compare live rental options, and weigh Comfy Cloud subscriptions against your monthly GPU usage.
guides / analysisCompare LoRA, QLoRA and full fine-tuning with worked 7B and 70B memory budgets, published quality results, GPU choices and live prices to estimate run costs.
guides / analysisChoose an inference engine for your rented GPU using dated feature support, published benchmark setups, deployment options and practical workload rules.
hardware / pricingNVIDIA's DGX Spark priced and dated against live cloud GPU rates: what its 128GB memory can run, its bandwidth limit, and when to rent instead.
guides / pricingWhich free GPU options still work in September 2026, which closed, who qualifies for credits, and what the cheapest paid GPU costs once the quota runs out.
pricing / guidesColab plans and compute units explained, a dated estimate of what a Colab T4 costs per hour, Kaggle's free tier, and live hourly prices to rent the same GPUs.
pricing / guidesHow on-demand, spot, reserved, capacity block and marketplace GPU pricing work, what each one commits you to, and a rule for picking between them.
pricing / guidesPick between a monthly dedicated GPU server, a GPU VPS and an hourly cloud GPU for an always-on job, with dated list prices and a break-even formula.
hardware / guidesA is Ampere, L is Ada, H is Hopper, B is Blackwell. A decoder table, a generation timeline and a four-step method for placing any NVIDIA GPU on a rental site.
providers / analysisWhen Vast.ai is safe enough, when it is not, and the live price gap between the marketplace and a managed cloud for the same GPU. Ends with a host checklist.
hardware / guidesMIG splits one NVIDIA data centre GPU into isolated instances with their own memory. See which GPUs support it and when a slice beats a whole cheap GPU.
analysis / pricingA Tesla V100 costs $0.05/hr at one provider and $3.06/hr at another. Same chip, same VRAM, same performance. Here's what the data looks like across 27 providers.