17 articles with this tag
Compare HBM4 with HBM3E, separate JEDEC limits from maker claims, and check Rubin and AMD memory plans against the HBM3E GPUs in live rental tables.
hardware / guidesUnderstand why NVIDIA pulled Rubin CPX, what Groq LPX does beside Vera Rubin, and how to test prefill and decode separation on H100, H200 or B200 GPUs.
pricing / analysisCompare live Blackwell costs with dated Rubin rollout plans, vendor performance claims and contract terms so you can choose whether to rent, reserve or wait.
guides / hardwareChoose how to split a model across rented GPUs, calculate training memory, and match tensor, pipeline and data parallelism to NVLink and cluster networks.
guides / analysisChoose an inference engine for your rented GPU using dated feature support, published benchmark setups, deployment options and practical workload rules.
hardware / guidesUnderstand AI inference, size training and serving memory, and choose a GPU using dense compute, memory bandwidth, workload limits and live rental prices.
hardware / pricingWhat a GB200 or GB300 NVL72 rack is, how it compares with an 8-GPU B300 server, sourced purchase-price estimates, and how to compare rental listings.
hardware / guidesCompare HBM memory and GDDR7 by capacity, bandwidth and live GPU rental prices. Learn when faster memory helps LLM decode and when a GDDR card is enough.
hardware / guidesInfiniBand and RoCE Ethernet both move GPU traffic between servers. See the generations, provider fabrics, and when a single GPU or node needs neither.
hardware / pricingNVIDIA's DGX lineup and sourced system prices, compared with HGX servers from Dell, Supermicro and Lenovo, plus live rental rates for the same GPUs.
hardware / guidesPick a precision for pre-training, fine-tuning or inference, and see which rentable GPUs accelerate FP8 and FP4 in hardware and which only emulate them.
hardware / guidesVRAM, memory bandwidth and dense throughput decide an AI workload. How to find them on a datasheet, and why the headline TFLOPS figure is usually doubled.
providers / pricingLive in-stock A100, H100, H200 and B200 prices at GPU clouds comparable to Lambda, what Lambda does well, where it falls short, and a rule for choosing.
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.
pricing / hardwareVerified purchase listings for NVIDIA H200, B200, B300, GB200 NVL72 and A100 with seller and date, the misquoted figures corrected, and live rental prices.
hardware / guidesNVLink, PCIe and SXM explained for people renting multi-GPU servers: bandwidth per generation, what the H100 NVL is, and when the SXM premium pays off.
hardware / pricingWhat a Google TPU is, what each generation costs per chip-hour in September 2026, how that sits beside live GPU rental prices, and when to pick which.