Alibaba Cloud vs Novita: Pricing, Specs, Strengths & Weaknesses
Side-by-side comparison of GPU compute pricing, regions, billing models, and strengths for Alibaba Cloud and Novita. Rates sourced from public APIs — verify current availability and billing terms before purchasing.
Overview
Strengths & Best For
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.
- 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
- Primarily China/APAC focused — limited global regions
- Data sovereignty concerns for non-Chinese teams
- Less mature ML ecosystem vs AWS/GCP outside Asia
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Novita has grown into a dual-product platform: a GPU cloud for training and fine-tuning (H100 SXM, A100, RTX 4090) and a high-volume LLM inference API serving 100+ open-source models at some of the lowest per-token rates in the market. In 2025–2026 Novita expanded its model catalog to include Llama 3.1/3.2, Qwen 2.5, DeepSeek V3/R1, and Mistral variants, and introduced batch inference pricing for high-volume workloads at up to 50% discount. The GPU cloud side offers fast provisioning (typically under 3 minutes), pre-built Docker environments for PyTorch and JAX, and persistent storage volumes. A practical choice for cost-conscious teams that want both raw GPU access and a cheap inference API from one provider.
- Among the lowest per-token LLM inference pricing in the market
- Batch inference API at up to 50% discount for high-volume workloads
- 100+ open-source models including Llama 3.2, Qwen 2.5, DeepSeek R1
- Fast GPU provisioning — typically under 3 minutes
- Pre-built PyTorch and JAX environments reduce setup time
- Smaller provider — cluster scale limited vs CoreWeave or Lambda for very large jobs
- Inference API latency trails Fireworks and Cerebras on speed benchmarks
- Less mature enterprise support and SLA options
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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
Novita
GPU cloud and LLM inference API — H100, A100, and 100+ open-source models