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NVIDIA A100 40GB

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16:45
2026-08-14
promptcube3.com
artificial-intelligence

vLLM beats Ollama by 20x once you hit high concurrency

VLLM outperforms Ollama by nearly 20x in throughput at high concurrency, according to benchmark tests running Llama 3.1 8B on an NVIDIA A100 40GB, with vLLM peaking at 793 tokens per second versus Oll…

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vLLM 1 Ollama 1 Llama 3.1 8B 1 PagedAttention 1 llama.cpp 1
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