GLM 5.2 · Performance per Dollar
GLM 5.2 — B300 vs H200 Performance per Dollar
Cost per million tokens of B300 (NVIDIA Blackwell) versus H200 (NVIDIA Hopper) on GLM 5.2. Owning-hyperscaler TCO normalized by output tokens — performance per dollar across LLM workloads. Pick the more cost-efficient SKU at every target interactivity level. Use the chart controls below to switch sequences, precisions, and metrics — same interactions as the main inference chart.
GPU pricing (owning hyperscaler): B300 $2.34/GPU/hr · H200 $1.41/GPU/hr. Source: SemiAnalysis Market August 2025 Pricing Surveys & AI Cloud TCO Model.
No interpolated cost-per-token data available for the default model on this GPU pair. Use the chart controls below to select a model and precision with benchmark data for both GPUs.
Inference Performance
Inference performance metrics across different models, hardware configurations, and serving parameters.
Vendor:
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Spec Decoding: