Intel's new Gaudi 3 accelerators massively undercut Nvidia GPUs as AI race heats up
Intel's Gaudi 3 AI accelerators offer similar performance at half the cost of Nvidia's GPUs, challenging Nvidia's market dominance.
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Intel has launched its new Gaudi 3 AI accelerators, which are priced significantly lower than Nvidia’s H100 GPUs, with the flagship Gaudi 3 costing $15,000 per unit, nearly half the price of Nvidia’s offering. The Gaudi 2, a less powerful model, is also priced favorably at $65,000 for an 8-chip kit, which is just one-third of the cost of comparable Nvidia setups.
Intel claims that the Gaudi 3 offers similar or better performance than Nvidia's H100, with benchmarks showing up to 40% faster training times in large clusters and a 2x speed advantage in AI inference tasks. The company highlights that the Gaudi 3 leverages open standards like Ethernet for easier deployment, though it lacks the extensive software ecosystem of Nvidia’s CUDA platform, presenting a potential barrier to adoption.
To enhance its market penetration, Intel has partnered with major server vendors including Asus, Foxconn, and Dell. However, Nvidia still holds a dominant position with a 73% share of the data center processor market and an 88% share of the consumer GPU market. Intel’s lower pricing strategy might help it gain traction, but convincing enterprises to refactor their code away from CUDA will be a significant challenge.