DDN Eliminates GPU Waste Spiral with Industry-Leading KV Cache Performance for AI Reasoning
DDN, Friday, July 18th, 2025
DDN, the global leader in AI and data intelligence solutions, today unveiled new performance benchmarks demonstrating how its AI-optimized DDN Infinia platform eliminates GPU waste and delivers the fastest Time to First Token (TTFT) in the industry for advanced AI reasoning workloads.
As AI models evolve from simple chatbots into complex reasoning systems capable of parsing million-token contexts, organizations are facing a new economic challenge: the hidden cost of context. Each millisecond of latency compounds across millions of interactions, creating a spiral of inefficiency, lost revenue, and underutilized infrastructure.
'Every time your AI system recomputes context instead of caching it, you're paying a GPU tax - wasting cycles that could be accelerating outcomes or serving more users,' said Sven Oehme, CTO at DDN. 'With DDN Infinia, we're turning that cost center into a performance advantage.'