Real Cisco IOL + multi-vendor devices in one cloud topology.
AI writes the Cisco IOS configs from plain English and deploys to cloud-hosted ContainerLab. SSH to real CLIs from any browser. No VM, no 32 GB RAM server, no image sourcing.
CML, GNS3, and EVE-NG all run real Cisco IOS. NetPilot combines cloud-native + AI-designed + multi-vendor in one shot — different bet, different use case.
Describe a Cisco lab, deploy to the cloud, SSH into real devices — all from your browser.
Traditional virtual labs need VMs, servers, and hours of setup. Cloud labs eliminate all of that.
CML needs a VM. GNS3 needs 32GB RAM. EVE-NG needs a dedicated server. NetPilot runs in the cloud — open your browser and go.
SSH into real Cisco IOL routers and L2/L3 switches. Run show commands, configure OSPF, troubleshoot ACLs — real IOS, not a simulation.
Describe your lab in plain English. AI generates the topology, assigns IPs, writes Cisco IOS configs, and deploys — in minutes.
From CCNA practice to enterprise topologies — describe any Cisco lab and deploy with real CLIs.
No VM to download, no server to configure, no Cisco images to source. Just app.netpilot.io.
“Build a 4-router OSPF lab with VLANs” — the AI generates topology, IPs, and Cisco IOS configs.
Your lab deploys to cloud ContainerLab. SSH into real Cisco IOL devices from your browser — real IOS, real behavior.
Head-to-head across Cisco CML, GNS3, EVE-NG, and NetPilot — every way to run a Cisco virtual lab in 2026.
| Dimension | Cisco CML | GNS3 | EVE-NG | NetPilot |
|---|---|---|---|---|
| Primary use case | Single-vendor Cisco certification (CCIE exam-grade) | Home lab; CCNA/CCNP/CCIE cert study | Home lab; existing Pro on-prem deployments | Enterprise change validation + multi-vendor labs with Cisco |
| Cloud-hosted / browser access | Self-hosted VM | Self-hosted | Self-hosted (or CloudMyLab $23/wk) | Browser only |
| AI-generated Cisco configs | Manual CLI | Manual CLI | Manual CLI | From plain English |
| Multi-turn natural-language iteration | Per-device edits | Per-device edits | Per-device edits | Conversational across devices |
| Real Cisco IOS | Official IOS images | BYOI | BYOI | Cisco IOL (upload) |
| Setup time | 2-4 hours | 4-8 hours | 1-2 days | None — browser |
| Node limits | 5 free / 20 at $199/yr | Hardware-limited | 63 free / 1024 Pro | No limit for typical labs |
| Multi-vendor in one topology | Cisco only | BYOI every vendor | BYOI every vendor | 9+ vendors (growing), AI handles syntax |
| Offline / air-gapped operation | Local VM on your workstation | Fully offline on owned hardware | Self-hosted on your server | Cloud-first; enterprise on-prem available |
| Server / hardware required | VM + nested virt | 32 GB RAM recommended | 16 GB+ dedicated server | None |
| Cost | Free 5 nodes / $199 yr | Free + your hardware | Free 63 nodes / 150 EUR Pro | Free tier |
Verdict:CML, GNS3, and EVE-NG remain the right choice for specific offline or Cisco-reference-only needs. NetPilot is the cloud + AI-native choice for teams who want real Cisco IOL CLIs combined with multi-vendor topologies from plain English.
Common questions about Cisco virtual labs
Comparing directly with Cisco CML? See how NetPilot wins on cloud + AI + multi-vendor.
Run multi-vendor network labs in your browser — Cisco, Juniper, Arista, Nokia, and more.
AI-powered CCNA labs with real Cisco CLIs — OSPF, VLANs, ACLs, NAT, and more.