WEKA Maximizes Token Output With Lower Cost Per Token on NVIDIA BlueField-4 STX

NeuralMesh and Augmented Memory Grid Integration with NVIDIA STX Increases Token Production by 6.5x in the Same GPU Footprint, Slashing Cost of Inference for AI-Driven Organizations

SAN JOSE, Calif. and CAMPBELL, Calif., March 16, 2026 /PRNewswire/ -- From GTC 2026: WEKA, the AI storage and memory systems company, today announced the integration of its NeuralMesh™ software with the NVIDIA STX reference architecture. WEKA's breakthrough Augmented Memory Grid™ memory extension technology running on NeuralMesh will support NVIDIA STX to bring high-throughput context memory storage to agentic AI factories, making long-context reasoning seamless across sessions, tools, and tasks. Leveraging NVIDIA Vera Rubin NVL72, NVIDIA BlueField-4, and NVIDIA Spectrum-X Ethernet, the NeuralMesh solution based on NVIDIA STX will deliver an estimated increase of 4-10x more tokens per second for context memory while supporting at least 320 GB read and 150 GB write throughput per second for AI workloads, more than double the throughput of conventional AI storage platforms.

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WEKA Maximizes Token Output With Lower Cost Per Token on NVIDIA BlueField-4 STX

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WEKA Maximizes Token Output With Lower Cost Per Token on NVIDIA BlueField-4 STX

WEKA Maximizes Token Output With Lower Cost Per Token on NVIDIA BlueField-4 STX

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