Real Cisco IOL (BYOI) + multi-vendor devices in one cloud topology.
AI writes Cisco IOS configs from plain English and deploys to the cloud — SSH to real CLIs from any browser.
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.
Browser only. Real Cisco IOL in the cloud via BYOI. No VM, no 32 GB RAM server.
The alternative
CML needs a VM + nested virtualization. GNS3 needs 32 GB RAM. EVE-NG needs a dedicated 16 GB+ server. All self-hosted.
Describe any Cisco topology in plain English. AI writes the IOS config for every router and switch.
The alternative
CML / GNS3 / EVE-NG: manual drag-and-drop GUI + hundreds of lines of IOS CLI typed by hand per device.
Cisco IOL + Juniper cRPD + Arista cEOS + Nokia SR Linux + Palo Alto in one topology (commercial NOSes via BYOI) — AI handles vendor syntax.
The alternative
CML is Cisco-only. GNS3 / EVE-NG support multi-vendor but every image is BYOI with per-vendor CLI expertise needed.
Minutes from prompt to working Cisco lab. No node limit on typical labs.
The alternative
CML: 2-4 hrs VM setup + 5-node cap on free. GNS3: 4-8 hrs. EVE-NG: 1-2 days server + images.
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 (bring your own Cisco image). 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.
Open your browser, describe the Cisco lab, and SSH into real IOS CLIs — in minutes.
No VM to download, no server to configure. Just app.netpilot.io. Or import existing Cisco device configs to start from a real network.
“Build a 4-router OSPF lab with VLANs” — the AI generates the topology, assigns IPs, writes Cisco IOS configs, and deploys to cloud-hosted ContainerLab.
Your lab deploys in minutes. SSH into real Cisco IOL routers and switches (bring your own Cisco image) from your browser — run show commands, configure routing, troubleshoot. 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.
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.
No VM to install. No server to maintain. Describe your lab and start practicing on real Cisco CLIs — free.