Defang records 2,043 monthly visits with -49% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Nebius records 1,145,711 monthly visits with +10.7% growth and Paid, Contact for Pricing pricing.
Deploy Compose apps and AI agents to your own cloud account
An AI-native cloud built from silicon to API for training, tuning, and serving models
| Dimension / Metric | | |
|---|---|---|
| Official Domain | defang.io | nebius.com |
| Pricing Model | Freemium, Paid, Contact for Pricing | Paid, Contact for Pricing |
| Monthly Visits | 2.04K (2,043) | 1.15M (1,145,711) |
| MoM Traffic Delta | -1.97K (-49%) | +110.83K (+10.7%) |
| Primary Market & Share | 🇺🇸 United States (80.8%) | 🇺🇸 United States (46.8%) |
| Direct Visits / mo | 800 | 447.89K |
| User Rating | 4.2 | 4.5 |
| Supported Platforms | Website | Website |
Deploy Compose apps and AI agents to your own cloud account
Deploy a Docker Compose file into your own AWS, GCP, or Azure account without managing Kubernetes by hand.
Spin up review environments for changes, including those produced by AI agents, before promoting to production.
Run coding agents such as Claude Code or Codex against your own Anthropic and OpenAI accounts, reachable from any browser.
Work with Defang engineers inside your codebase and cloud accounts to rebuild your delivery workflow.
An AI-native cloud built from silicon to API for training, tuning, and serving models
Bare-metal access to NVIDIA GB300, B300, GB200, B200, H200, H100, RTX PRO 6000, and L40S GPUs connected over InfiniBand for training and inference at scale.
A managed inference service for running popular open and frontier models through an API, so applications can add LLM capabilities without owning GPUs.
Built-in Kubernetes, Soperator for Slurm jobs, PostgreSQL, and MLflow give teams a ready-made environment for orchestration, tracking, and experiments.
Choose on-demand, preemptible, or live market-driven spot capacity, or commit to reserved clusters for discounts on long-running workloads.
SpecialistTailored specifically for high-throughput generative media inference pipelines, whereas Nebius targets general GPU compute infrastructure.
SpecialistTailored specifically for high-throughput generative media inference pipelines, whereas Nebius targets general GPU compute infrastructure.
Offers flexible on-demand GPU rentals and serverless pods, but focuses more on flexible developer instances than turnkey enterprise clusters.
Offers flexible on-demand GPU rentals and serverless pods, but focuses more on flexible developer instances than turnkey enterprise clusters.
Provides robust serverless inference APIs and GPU clusters for open-source models, but with less emphasis on raw bare-metal control.
Provides robust serverless inference APIs and GPU clusters for open-source models, but with less emphasis on raw bare-metal control.
Features a peer-to-peer GPU rental marketplace with lower pricing, though with variable hardware reliability compared to managed infrastructure.
Features a peer-to-peer GPU rental marketplace with lower pricing, though with variable hardware reliability compared to managed infrastructure.
SpecialistExecutes Python workloads and model inference in serverless containers effortlessly, but lacks bare-metal cluster management.
SpecialistExecutes Python workloads and model inference in serverless containers effortlessly, but lacks bare-metal cluster management.
SpecialistProvides exceptionally cheap serverless inference for open models via API, but does not offer raw bare-metal GPU rentals.
SpecialistAI DevOps engineer that deploys and scales your apps
SpecialistAI DevOps engineer that deploys and scales your apps
SpecialistProvides interactive development studios and on-demand GPUs for training, but focuses more on PyTorch workflows than raw infrastructure.
SpecialistProvides interactive development studios and on-demand GPUs for training, but focuses more on PyTorch workflows than raw infrastructure.
SpecialistCombines model APIs and serverless GPU jobs, but lacks the enterprise-grade bare-metal infrastructure orchestration of Nebius.
The low-cost cloud sandbox where AI agents actually live
The low-cost cloud sandbox where AI agents actually live
Specializes in large-scale enterprise data center GPU clusters for heavy training, though less tailored for instant serverless functions.
Specializes in large-scale enterprise data center GPU clusters for heavy training, though less tailored for instant serverless functions.
Self-hosted cloud development environments and AI coding agents for enterprise teams
