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Comparison5 min

Network Lab as a Service: 2026 Options Compared

CloudMyLab, NetPilot, GitHub Codespaces, and cloud VMs — comparing every way to get a hosted network lab in 2026.

D
David Kim
DevOps Engineer

Running your own lab server is a job. Network Lab as a Service (LaaS) eliminates it — someone else handles the infrastructure, you focus on networking.

Here's every option in 2026 and when each makes sense.

Quick Comparison

ServiceWhat It HostsAISetupCostBest For
CloudMyLabEVE-NG / GNS3 / CMLNoHours (topology + configs)Custom quoteTeams needing hosted EVE-NG
NetPilotContainerLabYes2 minutesFree tier / $25/moAI-powered multi-vendor labs
GitHub CodespacesContainerLabNo10-20 minFree (120 CPU-hrs/mo)Quick containerlab tests
Cloud VM (GCP/AWS)AnythingNo2-4 hours$50-200/moFull control, any tool

CloudMyLab

CloudMyLab is the established player in hosted network labs. They're an official EVE-NG hosting partner and offer managed EVE-NG, GNS3, and CML environments.

What you get:

  • Hosted EVE-NG Pro or GNS3 on dedicated hardware
  • Pre-configured automation environments (Ansible, GitLab)
  • VPN access via Cisco AnyConnect with DUO MFA
  • Dedicated account manager and 24/7 support
  • 99.9% SLA

Trade-offs:

  • No AI — you build every lab manually
  • Pricing is opaque ("contact us for a quote")
  • You still source and upload device images
  • Lab creation is the same manual process as local EVE-NG
  • Enterprise sales cycle — not self-serve

Best for: Teams and organizations that need hosted EVE-NG with enterprise support and don't mind manual lab creation.

NetPilot

NetPilot takes a different approach — cloud-hosted ContainerLab with AI that generates your labs automatically.

What you get:

  • AI generates topologies from plain English descriptions
  • 3 vendors built-in (Nokia SR Linux, FRR, Linux) + 6 via upload
  • Cloud-hosted ContainerLab with real CLIs via SSH
  • Browser-based — no VPN, no client software
  • Self-serve — sign up and start immediately
  • Free tier available

Trade-offs:

  • Requires internet (no offline mode)
  • Newer platform — smaller community
  • Not EVE-NG or GNS3 under the hood (ContainerLab instead)

Best for: Engineers who want AI-powered lab generation, multi-vendor support, and zero infrastructure management.

GitHub Codespaces

ContainerLab has native support for GitHub Codespaces — you can run containerlab labs in a free cloud development environment.

What you get:

  • Free tier: 120 CPU-hours/month, 15 GB storage
  • VS Code in the browser with terminal access
  • ContainerLab pre-configured via Dev Container
  • Good for quick tests and demos

Trade-offs:

  • You still write YAML topology files manually
  • You still configure devices by hand
  • Limited device images (Nokia SR Linux and FRR are easy; Cisco/Arista require upload)
  • No AI assistance
  • Resource limits on free tier (2-4 vCPU)
  • Sessions time out after idle period

Best for: Quick containerlab experiments and demos without local Docker setup.

Cloud VM (DIY)

Spin up a VM on GCP, AWS, or Azure and install your preferred tools.

What you get:

  • Complete control over the environment
  • Run any tool: EVE-NG, GNS3, CML, ContainerLab
  • Scale hardware as needed
  • Keep the VM running 24/7 if desired

Trade-offs:

  • Full setup required (2-4 hours for EVE-NG, 1-2 hours for ContainerLab)
  • You manage everything: OS, tools, images, updates, security
  • Cost: $50-200/month for a server with enough resources
  • No AI, no automation — same manual workflow as local
  • Easy to forget a running VM and accumulate charges

Best for: Engineers who need maximum control, specific tool versions, or on-demand scalable hardware.

Which Should You Choose?

Pick CloudMyLab if: Your organization needs hosted EVE-NG with enterprise support, compliance requirements, and team access controls. Budget isn't a constraint.

Pick NetPilot if: You want the fastest path from idea to working lab. AI generates everything — describe what you need and practice in 2 minutes. Best value for individuals and small teams.

Pick Codespaces if: You're already in the GitHub ecosystem and need quick containerlab experiments. Good for demos and short tests, not long-running labs.

Pick a cloud VM if: You need full control and are comfortable managing infrastructure. Good for permanent lab environments or specific tool requirements.

The trend is clear: engineers are moving away from managing lab infrastructure toward managed services that let them focus on networking. The question is whether you want hosted traditional tools (CloudMyLab) or AI-powered next-gen labs (NetPilot).


Want AI-powered lab as a service? Try NetPilot — describe any network topology, get a working lab in minutes, no infrastructure to manage.

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