Distributed KV cache boosts single-node agent throughput 2.4x

Nebius and WEKA's 8-node test on NVIDIA HGX B300 showed a shared KV cache layer lifts single-node agent inference throughput 2.4x. Commenters urged vendors to get KV offloading right, citing gains in throughput, UX and margins while accusing some vendors of rigged benchmarks.

2026-09-25 ~ 2026-09-26 · 2 related posts

• Nebius/WEKA benchmark: shared KV cache lifts agentic inference throughput 2.4x with 93% hit rate — AccBalanced · 2026-09-25
• KV Offloading Done Right Is Massive Token/UX/Margin Leverage, Author Argues — AccBalanced · 2026-09-26