AWS vs Volcengine: Pricing, Specs, Strengths & Weaknesses
Side-by-side comparison of GPU compute pricing, regions, billing models, and strengths for AWS and Volcengine. Rates sourced from public APIs — verify current availability and billing terms before purchasing.
Overview
Strengths & Best For
AWS EC2 P5 instances are powered by NVIDIA H100 Tensor Core GPUs (up to 8× H100, 640 GB HBM3, 3,200 Gbps EFA networking). P5e and P5en instances use NVIDIA H200 GPUs (up to 8× H200, 1,128 GB HBM3e). P5en adds Gen5 PCIe and third-generation EFA for 35% lower latency. All three families deploy in EC2 UltraClusters scaling to 20,000 GPUs with petabit-scale nonblocking networking delivering 20 exaflops aggregate. SageMaker HyperPod manages resilient training clusters at any scale. Amazon Bedrock provides serverless access to DeepSeek v3.2, MiniMax, Kimi 3, Z.AI GLM 5, and Writer Palmyra. 30+ global regions with enterprise SLAs.
- P5/P5e/P5en: H100 and H200 in UltraClusters up to 20,000 GPUs
- 20 exaflops aggregate compute in EC2 UltraClusters
- 3,200 Gbps EFA networking with GPUDirect RDMA
- SageMaker HyperPod for resilient distributed training
- Amazon Bedrock: serverless access to DeepSeek, MiniMax, Kimi, GLM, Palmyra
- 30+ global regions with enterprise SLAs and compliance certifications
- Highest on-demand GPU rates among all providers
- Complex pricing — on-demand vs reserved vs spot vs savings plans
- GPU quota increases require support tickets and can take days
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Volcengine is ByteDance's cloud platform (international brand: BytePlus), offering A100 80GB, A10, and V100 32GB GPU instances through its ML Platform. Prices are denominated in CNY for the China region; BytePlus international pricing is available separately. As the cloud infrastructure behind TikTok and ByteDance's AI products, Volcengine offers enterprise-grade reliability backed by one of the world's largest AI companies. Verified 2026-10-22: A100 80GB at CNY 19.20/hr, A10 at CNY 5.60/hr, V100 32GB at CNY 8.40/hr.
- Backed by ByteDance — enterprise-grade reliability
- A100 80GB and A10 availability
- International access via BytePlus brand
- Large-scale infrastructure from a top-tier AI company
- Prices in CNY for CN region — USD conversion adds uncertainty
- Less established internationally vs AWS/GCP/Azure
- No public machine-readable pricing API confirmed
- BytePlus international pricing less transparent than CN pricing
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Key differences
AWS
P5 (H100), P5e/P5en (H200), UltraClusters up to 20,000 GPUs — hyperscale AI infrastructure
Volcengine
ByteDance cloud — A100, A10, V100 GPU instances with CNY pricing