NVIDIA Slashes DeepSeek v4 Token Costs By Up To 5x Just One Month After Launch, Through Pure Blackwell Software Tuning

NVIDIA has optimized its Blackwell GPU software stack to reduce token costs for DeepSeek v4 models by up to 5x. These system-level improvements leverage technologies like NVLink and NVFP4 to significantly increase throughput for inference providers.
Why it matters
Lowering the cost per token is critical for the economic viability of large-scale AI deployment and total cost of ownership for enterprises.
NVIDIA Blackwell GPUs continue to see massive optimizations, leading to a 5x drop in token cost in DeepSeek v4 AI models.
The article reports on technical performance metrics and corporate announcements without political or ideological framing.
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