Akamai Cloud vs Nebius AI: Pricing, Specs, Strengths & Weaknesses
Side-by-side comparison of GPU compute pricing, regions, billing models, and strengths for Akamai Cloud and Nebius AI. Rates sourced from public APIs — verify current availability and billing terms before purchasing.
Overview
Strengths & Best For
Akamai Cloud (formerly Linode) offers RTX 4090 and A100 GPU instances backed by Akamai's global CDN and edge network, providing strong network performance and competitive on-demand pricing for AI inference workloads that need global distribution. Available across multiple regions worldwide, it is a natural fit for teams already using Akamai's CDN who want to co-locate GPU inference close to their edge infrastructure. A solid GPU cloud option for inference-heavy applications where network latency and global reach matter.
- Global edge network
- Competitive pricing
- Multiple regions
- Strong network performance
- Very limited GPU catalog — primarily older GPU SKUs
- Not ML-focused — limited AI tooling
- No spot/preemptible GPU options
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Nebius AI is a high-performance AI cloud offering non-virtualized H100, H200, and Blackwell GPU clusters with InfiniBand, documented MTBF/MTTR (8-minute mean time to resolution, 6-hour mean time between failures for 3,000 GPUs, per Nebius-published figures), and competitive TCO for fine-tuning and inference. Trusted by Revolut (200+ H100s, 1.2M chat tickets/month), Shopify, Recraft, and Photoroom. NVIDIA Reference Platform Cloud Partner. Includes built-in MLOps tooling, serverless inference (Token Factory), managed inference, DataOps, and ModelOps. $27B supply agreement with Meta. EU data residency, GDPR compliant.
- Non-virtualized GPUs with InfiniBand — no hypervisor overhead
- 8-min mean time to resolution, 6-hr MTBF for 3,000 GPUs (Nebius-published)
- Competitive TCO for fine-tuning and inference vs hyperscalers
- NVIDIA Reference Platform Cloud Partner
- Token Factory managed inference + full MLOps tooling
- EU data residency, GDPR, 24/7 support by default
- Primarily EU/US regions — limited APAC coverage
- Newer provider — smaller ecosystem vs AWS/GCP
- Token Factory pricing can be higher for very high-volume inference
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Key differences
Akamai Cloud
Global edge GPU cloud backed by Akamai's CDN network
Nebius AI
The Ultimate AI Cloud — non-virtualized GPUs, InfiniBand, and built-in MLOps