Alibaba Cloud vs Database Mart: GPU Compute Price Comparison
Side-by-side comparison of GPU compute pricing, regions, billing models, and strengths for Alibaba Cloud and Database Mart. Updated July 2026.
Provider Overview
Strengths & Best For
Alibaba Cloud (Aliyun) is Asia's largest cloud provider, offering ECS GPU instances with A100, H100, and V100 across China and Southeast Asia with competitive APAC pricing and on-demand, reserved, and spot billing options. Deep integration with Alibaba's ecosystem and strong China presence make it the default GPU cloud for enterprises operating in the Chinese market or running AI workloads across Southeast Asia. A top choice for APAC-focused organizations that need broad regional coverage and competitive GPU pricing in Asia.
- APAC coverage
- China presence
- Competitive pricing
- Deep ecosystem
Database Mart provides dedicated bare-metal H100, A100, and RTX GPU servers alongside cloud instances for AI, ML, and HPC workloads, with no virtualization overhead for maximum hardware performance. Monthly and on-demand billing options are available, making it suitable for both long-running training jobs and shorter inference workloads that need dedicated GPU hardware. A practical bare-metal GPU option for teams that need consistent, dedicated performance without shared-tenancy concerns.
- Dedicated hardware
- Flexible configurations
- Competitive pricing
Live GPU Pricing
Region Coverage
Popular Comparisons
Alibaba Cloud — hyperscaler provider
Alibaba Cloud (Aliyun) is Asia's largest cloud provider, offering ECS GPU instances with A100, H100, and V100 across China and Southeast Asia with competitive APAC pricing and on-demand, reserved, and spot billing options. Deep integration with Alibaba's ecosystem and strong China presence make it the default GPU cloud for enterprises operating in the Chinese market or running AI workloads across Southeast Asia. A top choice for APAC-focused organizations that need broad regional coverage and competitive GPU pricing in Asia.
Database Mart — bare-metal provider
Database Mart provides dedicated bare-metal H100, A100, and RTX GPU servers alongside cloud instances for AI, ML, and HPC workloads, with no virtualization overhead for maximum hardware performance. Monthly and on-demand billing options are available, making it suitable for both long-running training jobs and shorter inference workloads that need dedicated GPU hardware. A practical bare-metal GPU option for teams that need consistent, dedicated performance without shared-tenancy concerns.
Billing model comparison
Alibaba Cloud uses a On-demand, Reserved, Spot billing model with a minimum commitment of None (on-demand). Database Mart uses Monthly / On-demand billing with a None minimum. Alibaba Cloud's no-commitment on-demand model is more flexible for short-term or experimental workloads, while Database Mart's commitment requirement suits teams with predictable long-running jobs.
Which workloads each provider suits best
Alibaba Cloud is best suited for: China/APAC workloads, Enterprises in Asia, Teams using Alibaba services. Its key strengths are apac coverage, china presence, competitive pricing. Database Mart is best suited for: Dedicated GPU workloads, Long-running training, HPC. Its key strengths are dedicated hardware, flexible configurations, competitive pricing. Both providers target similar workload profiles — the live pricing table above is the most reliable way to determine which offers better value for your specific GPU model and region requirements.
Support tiers and region coverage
Alibaba Cloud offers Basic → Enterprise support across 4 regions (CN, APAC, EU and 1 more). Database Mart offers Standard support across 1 region (US). Alibaba Cloud's broader region footprint gives it an advantage for latency-sensitive workloads or teams with data residency requirements in specific geographies.
Provider background: Alibaba Cloud vs Database Mart
Alibaba Cloud was founded in 2009 and is headquartered in Hangzhou, China. Database Mart was founded in 2015 and is headquartered in United States. Alibaba Cloud has 6 years more operational history than Database Mart, which may matter for teams evaluating provider stability and long-term contract risk. Use the live pricing table above to compare current on-demand and spot rates for specific GPU models, and the region map to verify coverage in your target geography.