How we compare.
Honest, capability-by-capability comparison against the platforms enterprise network teams most often evaluate alongside NetArchitect AI.
At a glance
NetArchitect AI
AI design + delivery platform
Cisco DCNM / Nexus Dashboard
Operate Cisco fabrics
Gluware / Itential / NetBrain
Multi-vendor automation
Auvik / SolarWinds NPM
Monitoring & topology mapping
Forward Networks
Network digital-twin assurance
AI-native design from day one
DCNM and Forward Networks excel at observing fabrics that already exist. NetArchitect AI generates the design itself — HLD, LLD, BOM, racks and configs — from intent.
Full lifecycle in one platform
Gluware/Itential cover automation, Auvik covers monitoring, NetBrain covers diagrams. NetArchitect AI spans discovery → design → MOP → audit → operate.
No per-device licensing
Most incumbents price per managed device. NetArchitect AI charges per design package, so cost scales with your engagements, not your port count.
Compliance-aware by default
PCI-DSS, HIPAA, FedRAMP, NIS2 and ISO-27001 controls feed directly into archetypes and the audit tool — without bolt-on modules.
Feature matrix
Full Partial Not offered
| Feature | NetArchitect AI | Cisco DCNM / Nexus Dashboard | Gluware / Itential / NetBrain | Auvik / SolarWinds NPM | Forward Networks |
|---|---|---|---|---|---|
| Design | |||||
| AI-generated HLD / LLD / BOM | |||||
| Industry- & compliance-aware archetypes | |||||
| Visual flow editor (React Flow + symbols) | |||||
| Rack & U-position planner | |||||
| Automation | |||||
| AI config generation (NX-OS / IOS-XE) | |||||
| Config lint & best-practice validation | |||||
| MOP / runbook authoring | |||||
| Planning | |||||
| Capacity & cost simulator | |||||
| Power / cooling / $ modeling | |||||
| Assurance | |||||
| Compliance auditor (PCI / HIPAA / NIST / CIS) | |||||
| Blast-radius / change impact analyzer | |||||
| Live device telemetry & monitoring | |||||
| Delivery | |||||
| Cloud-hosted, zero-install | |||||
| Per-design pricing (no per-device tax) | |||||
| Vendor-agnostic templates | |||||
Pricing model
Public list pricing is uncommon in this market. Figures below reflect typical published ranges and analyst commentary — treat as indicative.
| Dimension | NetArchitect AI | Cisco DCNM / Nexus Dashboard | Gluware / Itential / NetBrain | Auvik / SolarWinds NPM | Forward Networks |
|---|---|---|---|---|---|
| Pricing model | Per design / per seat View source | Per managed device + perpetual licenses View source | Per managed device + automation packs View source | Per device, tiered MSP plans View source | Per modeled device, annual subscription View source |
| Entry price (indicative) | $49 / user / month View source | $50k+ initial deployment View source | $75k+ year 1 View source | $150 / device / year View source | $100k+ year 1 View source |
| Free / trial tier | Free workspace + AI credits View source | No (eval via Cisco AM) View source | No (POC only) View source | 14-day free trial View source | No (POC only) View source |
| Implementation cost | Self-serve, minutes View source | Weeks of PS engagement View source | Weeks of PS engagement View source | Self-serve View source | Weeks of PS engagement View source |
| Hidden costs | None — credits-based AI View source | Smart licensing, SE hours, hardware View source | Per-driver / per-vendor add-ons View source | Per-site connector hardware View source | Collector VMs, training View source |
| Contract length | Monthly or annual View source | 1-3 yr enterprise agreement View source | 1-3 yr enterprise agreement View source | Monthly or annual View source | Annual minimum View source |
| Best for budget | Any size — pay per project View source | Large Cisco-standard enterprises View source | Large multi-vendor enterprises View source | MSPs and SMB IT View source | F500 with large existing networks View source |
Target customers
Where each platform is the natural fit — and what it typically replaces in the buyer's stack.
| Dimension | NetArchitect AI | Cisco DCNM / Nexus Dashboard | Gluware / Itential / NetBrain | Auvik / SolarWinds NPM | Forward Networks |
|---|---|---|---|---|---|
| Primary buyer | Network architect / consulting lead View source | Cisco DC operations team View source | Network automation lead / NetEng manager View source | MSP owner / SMB IT manager View source | Network assurance / SRE lead View source |
| Org size sweet spot | Solo → enterprise consultancies View source | 1,000+ employee enterprises View source | 5,000+ employee enterprises View source | 10 → 500 employee SMBs / MSPs View source | Fortune 1000 View source |
| Network estate | Greenfield + brownfield design View source | Cisco DC fabrics (Nexus / ACI) View source | Multi-vendor brownfield estates View source | Mixed SMB networks View source | Existing large multi-vendor View source |
| Use case focus | Design, deliver, audit, hand off View source | Operate Cisco fabrics View source | Automate config & change View source | Monitor & alert View source | Verify & assure existing fabric View source |
| Industries | Finance, healthcare, telecom, gov, SaaS View source | Banks, telcos, gov, large enterprise View source | Telcos, banks, F500 IT View source | MSPs, retail, mid-market View source | F500, hyperscalers, federal View source |
| Geographic reach | Global SaaS View source | Global with regional Cisco partners View source | Global enterprise View source | North America heavy, growing global View source | Global enterprise View source |
| Replaces | Manual Visio + Word + Excel + scripting View source | Cisco Prime, manual NX-OS CLI View source | Manual change tickets, scripts View source | Cacti, Nagios, manual SNMP View source | Manual ticket triage, ad-hoc what-if View source |
Pricing and customer descriptions are based on publicly available information as of 2026 and may change. Always validate with vendor sales teams.
See the advanced tooling in action
Config generation, capacity simulation, compliance auditing and blast-radius analysis — all in one workspace.
Explore advanced toolsSources & methodology
Pricing and customer-fit data is compiled from public vendor pages, reseller listings, analyst reports and user reviews. Where vendors do not publish list prices, ranges reflect typical published quotes and analyst commentary. Last reviewed 2026.
NetArchitect AI
Pricing and target customers reflect our own published plans and positioning.
Cisco DCNM / Nexus Dashboard
Cisco does not publish list pricing; ranges reflect reseller listings, Cisco GPL excerpts and analyst commentary.
Gluware / Itential / NetBrain
Vendors quote per-device + automation packs; figures triangulated from G2, public case studies and partner price lists.
Auvik / SolarWinds NPM
Auvik publishes per-device tiers; SolarWinds NPM is licensed by element. Ranges from vendor pages and reseller quotes.
Forward Networks
Forward Networks does not publish list pricing; figures reflect analyst coverage, public case studies and reseller commentary.
Trademarks belong to their respective owners. References are provided for verification only and do not imply endorsement. Always confirm current pricing and fit with the vendor.