# Network monitoring and management for enterprise buyers: what AI models recommend, October 2026

IT AI Recommendation Index, October 2026 Edition. Asked as "network monitoring tool" and as "network management and automation software", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories. Page: https://it-ai-index.com/network/network-monitoring-and-management/enterprise/

**Standing:** SolarWinds Network Performance Monitor leads with 16% of first choices; verdict contested. 55 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | SolarWinds Network Performance Monitor | 16% | 10% | 41 |
| 2 | LogicMonitor | 15% | 12% | 42 |
| 3 | Cisco Catalyst Center | 15% | 0% | 15 |
| 4 | Kentik | 5% | 12% | 26 |
| 5 | Auvik | 5% | 16% | 25 |
| 6 | ManageEngine OpManager | 4% | 9% | 23 |
| 7 | Datadog Network Monitoring | 4% | 31% | 45 |
| 8 | Zabbix | 4% | 26% | 34 |
| 9 | Dynatrace | 0% | 16% | 19 |
| 10 | Cisco ThousandEyes | 0% | 0% | 10 |
| 11 | Paessler PRTG Network Monitor | 0% | 34% | 35 |
| 12 | Nagios | 0% | 55% | 22 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: no first choice
- GPT-5.4 mini: Datadog Network Monitoring; alternatives PRTG Enterprise Monitor, SolarWinds Network Performance Monitor, SolarWinds Observability
- Gemini 3.5 Flash: LogicMonitor; alternatives Cisco ThousandEyes, Datadog Network Monitoring, Dynatrace, Kentik
- Perplexity Sonar: Kentik; alternatives Checkmk, NinjaOne
- Grok 4.1 Fast: LogicMonitor; alternatives Auvik, Datadog Network Monitoring, Kentik
- Mistral Small: Kentik; alternatives Dynatrace, LogicMonitor, Netdata
- DeepSeek V4 Flash: LogicMonitor, SolarWinds Network Performance Monitor; alternatives Auvik, Datadog Network Monitoring, Kentik, Zabbix
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: SolarWinds Network Performance Monitor; alternatives LogicMonitor, Zabbix
- Kimi K2: Datadog Network Monitoring, LogicMonitor; alternatives Paessler PRTG Network Monitor, Zabbix
- GLM 4.7 FlashX: no first choice
- MiniMax M2.5: SolarWinds Network Performance Monitor; alternatives Datadog Network Monitoring, Nagios, Paessler PRTG Network Monitor, Zabbix
- GPT-6 Luna: LogicMonitor; alternatives Cisco ThousandEyes, Datadog Network Device Monitoring, SolarWinds Network Performance Monitor
- Muse Glimmer 30B: LogicMonitor; alternatives Datadog Network Monitoring, Paessler PRTG Network Monitor, SolarWinds Network Performance Monitor NPM

## Sources the answers cite

75 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- blog.domotz.com: 43 answers, 50 citations
- kentik.com: 36 answers, 46 citations
- solarwinds.com: 34 answers, 49 citations
- guideflow.com: 23 answers, 24 citations
- virtana.com: 23 answers, 23 citations
- learn.g2.com: 20 answers, 21 citations
- netdata.cloud: 20 answers, 21 citations
- logicmonitor.com: 19 answers, 32 citations

Pages named in the most answers:

- https://blog.domotz.com/all/enterprise-network-monitoring-tools (34 answers)
- https://kentik.com/kentipedia/best-network-monitoring-tools-2026 (30 answers)
- https://virtana.com/blog/best-network-monitoring-tools (23 answers)
- https://netdata.cloud/resources/best-network-monitoring-tools (20 answers)
- https://ir.com/guides/network-monitoring-tools (19 answers)
- https://learn.g2.com/best-network-monitoring-software (19 answers)
- https://datamation.com/networks/network-monitoring-software (17 answers)
- https://guideflow.com/blog/network-monitoring-tools (16 answers)
- https://solarwinds.com/blog/the-best-network-monitoring-tools (15 answers)
- https://netwrix.com/en/resources/blog/network-monitoring-tools (14 answers)

## Warned against

- Datadog Network Monitoring: 14 of 45 labels negative. "What to avoid for strict predictability ... Datadog is *From $15 per host per month* SaaS and *Costs can rise with scale and usage*" (Muse Glimmer 30B, budget prompt)
- Nagios: 12 of 22 labels negative. "Why to avoid: Nagios is an industry pioneer, but the free Core version relies heavily on flat text configuration files" (Gemini 3.5 Flash, negative prompt)
- Paessler PRTG Network Monitor: 12 of 35 labels negative. "large enterprises should be cautious about or avoid the following network monitoring tools... High acquisition cost, slow performance" (Mistral Small, negative prompt)
- Zabbix: 9 of 34 labels negative. "struggles with very large-scale (e.g., >5,000 nodes) without proxies... Performance degrades in high-availability setups" (Grok 4.1 Fast, negative prompt)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.