Artificial Analysis 联合 Silicon Data 为 AA-AgentPerf 引入按市场价格计算的 GPU 性价比指标
现在看 GPU 性能终于带价格了，AA 和 Silicon Data 把租卡行情接进基准，直接算每美元吞吐量，买卡选云商前可以先看看。
Artificial Analysis 与 Silicon Data 合作，将市场租赁价格数据接入其数据中心系统性能基准 AA-AgentPerf。新指标 Throughput per $/hr 用系统总吞吐量除以每小时租金，衡量每美元算力能支撑多少智能体工作。价格数据来自 Silicon Data 的租赁价格指数，覆盖 H100、H200、B200 和 B300，每日随市场价更新。在已有租赁报价的系统里，NVIDIA B300 综合领先，B200 在部分模型的高输出速度场景下与 B300 打平。
We are collaborating with Silicon Data to bring market-based GPU pricing into AA-AgentPerf, our datacenter system performance benchmark
Our users and partners want to know how much agent work they can support per dollar of compute. @silicondata's rental price indices allow us to report a reliable value-for-money metric, updated daily as prices change. We currently display Silicon Data indices for H100, H200, B200 and B300, tracked across cloud providers
The new metric is Throughput per $/hr, which divides the total throughput of a system and serving configuration by the hourly cost of renting that system. Among systems with available rental pricing, NVIDIA’s B300 generally leads, while B200 matches it at faster output speeds on some models
Note: the below chart includes an MI355X rental rate that has been assumed by Artificial Analysis based on recent market quotes
