InferenceMAX v1, a new benchmark from SemiAnalysis released Monday, is the latest to highlight Blackwell’s inference leadership. It runs popular models across leading platforms, measures performance for a wide range of use cases and publishes results anyone can verify. Why do benchmarks like this matter? Because modern AI isn’t just about raw speed — it’s about efficiency and economics at scale. As models shift from one-shot replies to multistep reasoning and tool use, they generate far more tokens per query, dramatically increasing compute demands. NVIDIA’s open-source collaborations with Ope
Telecommunications ArchivesBlackwell’s leadership comes from extreme hardware-software codesign. It’s a full-stack architecture built for speed, efficiency and scale: The Blackwell architecture features include: NVFP4 low-precision format for efficiency without loss of accuracy Fifth-generation NVIDIA NVLink that connects 72 Blackwell GPUs to act as one giant GPU NVLink Switch, which enables high concurrency through advanced tensor, expert and data parallel attention algorithms Annual hardware cadence plus continuous software optimization — NVIDIA has more than doubled Blackwell performance since launch using software
Telecommunications ArchivesAI is moving from pilots to AI factories — infrastructure that manufactures intelligence by turning data into tokens and decisions in real time. Open, frequently updated benchmarks help teams make informed platform choices, tune for cost per token, latency service-level agreements and utilization across changing workloads. Learn more about how to calculate lowest cost per token and how the NVIDIA Think SMART framework drives cost efficient inference.
Telecommunications ArchivesNVIDIA doubled Blackwell performance through continuous software optimization, refining kernels, compiler paths, and inference runtimes so the same hardware delivers significantly more useful AI throughput over time. Initial gpt-oss-120b performance on an NVIDIA DGX Blackwell B200 system with the NVIDIA TensorRT LLM library was market-leading, but NVIDIA’s teams and the community have significantly optimized TensorRT LLM for open-source large language models. The TensorRT LLM v1.0 release is a major breakthrough in making large AI models faster and more responsive for everyone. Through advance
Telecommunications Archives… Huang noted that the AI industry is powered by a new breed of industrial factories — the kinds producing the hardware that acts as critical infrastructure for the AI business. Huang’s company notably sells a lot of that hardware. …
… That’s a 15x return on investment ROI — the new economics of inference. “Inference is where AI delivers value every day,” said Ian Buck, vice president of hyperscale and high-performance computing at NVIDIA. “These results show that NVIDIA’s full-stack approach gives customers the performance and e… …
… That’s a 15x return on investment ROI — the new economics of inference. “Inference is where AI delivers value every day,” said Ian Buck, vice president of hyperscale and high-performance computing at NVIDIA. “These results show that NVIDIA’s full-stack approach gives customers the performance and e… …
… That’s a 15x return on investment ROI — the new economics of inference. “Inference is where AI delivers value every day,” said Ian Buck, vice president of hyperscale and high-performance computing at NVIDIA. “These results show that NVIDIA’s full-stack approach gives customers the performance and e… …
… That’s a 15x return on investment ROI — the new economics of inference. “Inference is where AI delivers value every day,” said Ian Buck, vice president of hyperscale and high-performance computing at NVIDIA. “These results show that NVIDIA’s full-stack approach gives customers the performance and e… …
… That’s a 15x return on investment ROI — the new economics of inference. “Inference is where AI delivers value every day,” said Ian Buck, vice president of hyperscale and high-performance computing at NVIDIA. “These results show that NVIDIA’s full-stack approach gives customers the performance and e… …
… That’s a 15x return on investment ROI — the new economics of inference. “Inference is where AI delivers value every day,” said Ian Buck, vice president of hyperscale and high-performance computing at NVIDIA. “These results show that NVIDIA’s full-stack approach gives customers the performance and e… …
