Blended GPU compute costs rose 1.0% this week across major cloud providers, led by ALVEO_U30's 52.9% gain.
Top Movers
| GPU | Blended Price | WoW Change | Class |
|---|---|---|---|
| ALVEO_U30 | $0.16/hr | ▲ 52.9% | General |
| INFERENTIA2 | $0.19/hr | ▼ 9.5% | Inference |
| TRAINIUM | $1.11/hr | ▼ 8.3% | Training |
| INFERENTIA | $0.21/hr | ▲ 5.2% | Inference |
| GAUDI | $0.90/hr | ▲ 4.2% | General |
| TRAINIUM2 | $2.68/hr | ▲ 3.7% | Training |
| VIRTEX_VU47P | $0.53/hr | ▲ 2.9% | General |
Blended pricing = average of spot, on-demand, and 1-year reserved rates across major cloud providers.
Training vs Inference
Training-class GPU pricing fell this week (avg $4.29/hr, -0.5% WoW), while inference-class pricing fell (avg $0.53/hr, -0.7% WoW).
The training-to-inference price ratio stands at 8.1x — stable compared to last week. The elevated spread suggests strong demand for training compute relative to inference, consistent with ongoing large model training activity.
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Regional Spotlight: Oceania
Oceania trades at a 22% premium to global averages this week, with 21 GPU types available across the region. The most expensive GPUs in the region are GB200 ($16.42/hr), H200 ($9.63/hr), H100 ($7.23/hr). The 22% regional premium reflects regional demand dynamics.
For detailed pricing data across all Oceania sub-regions, see the full regional profile.
Implications
For cloud buyers: Asia Pacific continues to offer the lowest average GPU pricing ($2.14/hr blended average). For workloads with regional flexibility, the gap between Asia Pacific and Middle East is $1.95/hr — a 91% premium. Compare regional pricing →
For semiconductor analysts: GPU pricing trends remain broadly stable this week. H100 (+0.8% WoW) and MI300X (+0.0% WoW) are tracking within normal ranges. Blackwell (B200) blended pricing at $7.98/hr (+1.1% WoW) provides an early read on next-generation adoption curves. View all GPU profiles →
For GPU investors: Stable pricing supports predictable returns for existing deployments. Model scenarios with the GPU ROI Calculator →