AMD MI355X beats NVIDIA B300 by 24% throughput serving Kimi K3, 87% more tokens per dollar

AccBalanced · x · 2026-10-17

SemiAnalysis benchmarking shows AMD's MI355X is now competitive with NVIDIA's B300 for serving Kimi Moonshot's K3: 8× MI355X delivers 24.4% more throughput than HGX B300 (7,567 vs 6,083 tok/s/GPU) at 50 tok/s/user on the AgentX agentic coding benchmark, and 87.4% more tokens per dollar. The gains come from vLLM optimizations, AMD kernels, and hardware-level improvements closing the gap.

Related event: AMD MI355X beats NVIDIA B300 by 24% in Kimi K3 inference throughput(2 posts)→

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