Overview
Strengths & Best For
AutoDL is a Chinese GPU cloud marketplace offering affordable H800, A100, and RTX GPU instances for AI researchers and developers in China. The platform provides on-demand GPU rental with competitive CNY pricing, making it one of the most accessible GPU cloud options for Chinese academic and research teams. Prices are denominated in CNY; USD equivalents are approximate. A practical choice for Chinese AI teams that need affordable GPU access for model training, fine-tuning, and inference within Chinese infrastructure.
- Affordable GPU pricing for Chinese market
- Wide GPU catalog including H800 and A100
- Popular with Chinese AI research community
- On-demand billing with no minimum commitment
- China-only — no international regions
- Prices in CNY — USD conversion adds uncertainty
- Marketplace model — hardware quality varies
- Not suitable for workloads requiring international data transfer
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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
AutoDL
Chinese GPU cloud marketplace — affordable H800, A100, RTX instances for AI research
Novita
GPU cloud and LLM inference API — H100, A100, and 100+ open-source models