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5 articles with this tag

hardwareguides

NVIDIA Competitors: Choose by Rental, Cloud or API

Compare AI chips by how you access them: AMD rentals, Google and AWS cloud accelerators, or Cerebras and Groq APIs. Get live prices and a clear decision rule.

Oct 1, 202612 min read
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guidesanalysis

vLLM vs SGLang vs TensorRT-LLM: Choose by Workload

Choose an inference engine for your rented GPU using dated feature support, published benchmark setups, deployment options and practical workload rules.

Oct 1, 202615 min read
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hardwarepricing

AMD Instinct MI300X, MI325X, MI355X: Which to Rent

Compare AMD Instinct memory and live rental costs against NVIDIA, weigh dated AMD purchase estimates, then choose MI300X, MI325X or MI355X for your workload.

Sep 29, 202610 min read
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hardwareguides

HBM vs GDDR: Pay for Bandwidth After the Model Fits

Compare 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.

Sep 29, 202613 min read
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guidesanalysis

ROCm vs CUDA: What Runs on AMD GPUs and What Needs Porting

Check dated ROCm support for PyTorch, JAX and inference servers, identify CUDA porting work, and compare live GPU prices against measured workload costs.

Sep 29, 202610 min read
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