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8 articles in this category

hardwareguides

FP8 vs FP16 vs BF16: Which Precision, Which GPU

Pick 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.

Sep 21, 202613 min read
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hardwareguides

How to Read GPU Specs for AI: 3 Numbers That Decide

VRAM, 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.

Sep 21, 202611 min read
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hardwareguides

NVIDIA GPU Generations Explained: Decode Any GPU Name

A 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.

Sep 21, 202613 min read
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pricinghardware

H200, B200, A100 Prices: You Buy a Server, Not a GPU

Verified purchase listings for NVIDIA H200, B200, B300, GB200 NVL72 and A100 with seller and date, the misquoted figures corrected, and live rental prices.

Sep 21, 202615 min read
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pricinghardware

NVIDIA H100 Price in 2026: What Buying and Renting Cost

What an H100 card, an 8-GPU server and a DGX H100 last listed for, with sellers and dates, next to live rental prices and a break-even method you can run.

Sep 21, 202614 min read
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hardwareguides

NVLink vs PCIe vs SXM: When the Interconnect Matters

NVLink, 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.

Sep 21, 202612 min read
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hardwarepricing

TPU vs GPU in 2026: Prices, Frameworks, When Each Wins

What 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.

Sep 21, 202612 min read
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hardwareguides

What MIG Is, and When a Fractional GPU Is Enough

MIG 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.

Sep 21, 202611 min read
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