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Alibaba Cloud vs Shadeform: Pricing, Specs, Strengths & Weaknesses

Side-by-side comparison of GPU compute pricing, regions, billing models, and strengths for Alibaba Cloud and Shadeform. Rates sourced from public APIs — verify current availability and billing terms before purchasing.

Overview

Provider type
Hyperscaler
Marketplace
Founded
2009
2023
Headquarters
Hangzhou, China
San Francisco, CA
Billing model
On-demand, Reserved, Spot, AI Token Plan
On-demand, Spot
Min commitment
None (on-demand)
None
Support tier
Basic → Enterprise
Community → Enterprise
Regions
5 regions
4 regions

Strengths & Best For

Alibaba Cloud

Alibaba Cloud (Aliyun) is Asia's largest cloud provider, offering Elastic GPU Service with L20 (8× NVIDIA L20, 48GB each, from $1,279/month), A10 (4× NVIDIA A10, 24GB each, from $676/month), V100, T4, and P100 instances across China, APAC, US, EU, and Middle East. Model Studio provides enterprise-grade access to Qwen3.8-Flash, Qwen3.7-Plus, Qwen3.8-Max, Wan2.7 (T2V/I2V), DeepSeek V4 Pro, HappyHorse-1.1-T2V, and 20+ models. AI Token Plan from $6/month. AI Savings Plan saves up to 47%. AIACC-Training and AIACC-Inference accelerators optimize GPU utilization. FastGPU for rapid cluster deployment. cGPU for GPU sharing across containers.

Strengths
  • L20 GPU instances (8× L20, 48GB each) — latest available in APAC
  • Model Studio: Qwen3.8, Wan2.7, DeepSeek V4 Pro, HappyHorse T2V
  • AI Token Plan from $6/month — wide model access in Asia
  • AIACC-Training/Inference accelerators for GPU optimization
  • APAC coverage — China, Southeast Asia, Middle East
  • AI Savings Plan up to 47% off
Weaknesses
  • Primarily China/APAC focused — limited global regions
  • Data sovereignty concerns for non-Chinese teams
  • Less mature ML ecosystem vs AWS/GCP outside Asia
Best For
China/APAC workloadsEnterprises in AsiaTeams using Alibaba servicesVideo generation (Wan2.7, HappyHorse)
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Shadeform

Shadeform is a GPU cloud aggregator that provisions H100, A100, RTX 4090, and many other GPU types across 30+ underlying cloud providers through a single unified API, automatically routing to the cheapest available instance matching your requirements. On-demand and spot GPU rental options are surfaced from the entire provider network, giving teams multi-cloud flexibility without managing multiple accounts. A fast way to find and launch low-cost GPUs for AI training or inference workloads.

Strengths
  • 30+ provider network via single API
  • Automatic cheapest-price routing
  • Wide GPU selection across providers
  • Multi-cloud flexibility without multiple accounts
Weaknesses
  • Aggregator — pricing and availability depends on underlying providers
  • No direct infrastructure control
  • Limited enterprise features
Best For
Teams wanting multi-cloud GPU flexibilityCost-optimized GPU provisioningSpot-tolerant workloads needing lowest price
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Region Coverage

Alibaba Cloud — 5 regions
CNAPACEUUSMiddle East

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Key differences

Alibaba Cloud

Qwen3.8, Wan2.7, DeepSeek V4 Pro, HappyHorse T2V — Asia's largest AI cloud with L20 and A10 GPUs

Shadeform

GPU cloud aggregator — launch GPUs across 30+ providers via one API

AttributeAlibaba CloudShadeform
Provider typehyperscalermarketplace
Billing modelOn-demand, Reserved, Spot, AI Token PlanOn-demand, Spot
Min commitmentNone (on-demand)None
Regions5 (CN, APAC, EU, +2)4 (US, EU, APAC, +1)
Support tierBasic → EnterpriseCommunity → Enterprise
Best forChina/APAC workloads, Enterprises in AsiaTeams wanting multi-cloud GPU flexibility, Cost-optimized GPU provisioning
Founded / HQ2009 · Hangzhou, China2023 · San Francisco, CA