Blended GPU compute costs remained stable 0.1% this week across major cloud providers, led by ALVEO_U30's 31.2% decline.
Top Movers
| GPU | Blended Price | WoW Change | Class |
|---|---|---|---|
| ALVEO_U30 | $0.03/hr | ▼ 31.2% | General |
| TRAINIUM2 | $2.37/hr | ▲ 15.6% | Training |
| GAUDI | $0.78/hr | ▲ 14.1% | General |
| TRAINIUM | $0.98/hr | ▲ 13.3% | Training |
| RTX PRO 6000 | $0.55/hr | ▲ 12.1% | General |
| MI25 | $0.22/hr | ▼ 8.8% | General |
| INFERENTIA2 | $0.08/hr | ▼ 8.4% | Inference |
Blended pricing = average of spot, on-demand, and 1-year reserved rates across major cloud providers.
Training vs Inference
Training-class GPU pricing rose this week (avg $4.21/hr, +1.6% WoW), while inference-class pricing fell (avg $0.51/hr, -1.3% WoW).
The training-to-inference price ratio stands at 8.2x — widening compared to last week. The elevated spread suggests strong demand for training compute relative to inference, consistent with ongoing large model training activity.
Get the Weekly Pulse
This analysis is part of Signwl's weekly research. Subscribe free — Tuesday delivery, no spam.
Regional Spotlight: South America
South America trades at a 34% premium to global averages this week, with 19 GPU types available across the region. The most expensive GPUs in the region are GB200 ($23.02/hr), H200 ($14.82/hr), H100 ($7.67/hr). The 34% regional premium reflects emerging infrastructure and limited provider competition.
For detailed pricing data across all South America sub-regions, see the full regional profile.
Implications
For cloud buyers: Europe continues to offer the lowest average GPU pricing ($1.99/hr blended average). For workloads with regional flexibility, the gap between Europe and Middle East is $2.06/hr — a 104% premium. Compare regional pricing →
For semiconductor analysts: GPU pricing trends remain broadly stable this week. H100 (-0.9% WoW) and MI300X (-0.6% WoW) are tracking within normal ranges. Blackwell (B200) blended pricing at $7.19/hr (+0.7% 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 →