# Network monitoring and management: 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 a mid-market 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/

**Standing:** Auvik leads with 26% of first choices; verdict contested. 54 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Auvik | 26% | 0% | 33 |
| 2 | ManageEngine OpManager | 22% | 6% | 35 |
| 3 | Zabbix | 17% | 13% | 47 |
| 4 | Paessler PRTG Network Monitor | 11% | 4% | 52 |
| 5 | LibreNMS | 6% | 6% | 16 |
| 6 | Datadog Network Monitoring | 4% | 16% | 37 |
| 7 | Nagios | 4% | 44% | 32 |
| 8 | LogicMonitor | 2% | 0% | 22 |
| 9 | SolarWinds Network Performance Monitor | 2% | 17% | 24 |
| 10 | Progress WhatsUp Gold | 2% | 0% | 11 |
| 11 | Kentik | 0% | 10% | 10 |
| 12 | SolarWinds | 0% | 38% | 13 |

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

- Claude Haiku 4.5: ManageEngine OpManager, Paessler PRTG Network Monitor; alternatives Zabbix
- GPT-5.4 mini: SolarWinds Network Performance Monitor; alternatives Datadog Network Monitoring, Paessler PRTG Network Monitor, Zabbix
- Gemini 3.5 Flash: Auvik; alternatives LogicMonitor, ManageEngine OpManager, Paessler PRTG Network Monitor
- Perplexity Sonar: ManageEngine OpManager; alternatives Datadog Network Monitoring, Domotz, LogicMonitor
- Grok 4.1 Fast: ManageEngine OpManager; alternatives Progress WhatsUp Gold
- Mistral Small: LogicMonitor; alternatives Datadog Network Monitoring, ManageEngine OpManager
- DeepSeek V4 Flash: Auvik; alternatives Datadog Network Monitoring, LogicMonitor, Paessler PRTG Network Monitor
- Llama 4 Maverick: Datadog Network Monitoring; alternatives Nagios, Netdata
- Qwen 3.7 Flash: ManageEngine OpManager; alternatives Datadog Network Monitoring, LogicMonitor, Progress WhatsUp Gold, Zabbix
- Kimi K2: ManageEngine OpManager; alternatives Auvik, Paessler PRTG Network Monitor, Progress WhatsUp Gold
- GLM 4.7 FlashX: Paessler PRTG Network Monitor; alternatives ManageEngine OpManager, SolarWinds Network Performance Monitor, Zabbix
- MiniMax M2.5: ManageEngine OpManager, Paessler's PRTG Network Monitor; alternatives Zabbix
- GPT-6 Luna: Auvik; alternatives LogicMonitor, Paessler PRTG Network Monitor, Site24x7
- Muse Glimmer 30B: ManageEngine OpManager; alternatives Auvik, Datadog Network Monitoring, LogicMonitor, Progress WhatsUp Gold

## Sources the answers cite

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

- datamation.com: 28 answers, 28 citations
- netdata.cloud: 28 answers, 28 citations
- kentik.com: 23 answers, 31 citations
- blog.domotz.com: 22 answers, 35 citations
- guideflow.com: 22 answers, 22 citations
- netwrix.com: 22 answers, 22 citations
- pandorafms.com: 21 answers, 21 citations
- manageengine.com: 20 answers, 24 citations

Pages named in the most answers:

- https://datamation.com/networks/network-monitoring-software (28 answers)
- https://netdata.cloud/resources/best-network-monitoring-tools (27 answers)
- https://kentik.com/kentipedia/best-network-monitoring-tools-2026 (23 answers)
- https://netwrix.com/en/resources/blog/network-monitoring-tools (22 answers)
- https://pandorafms.com/blog/network-monitoring-tools (21 answers)
- https://guideflow.com/blog/network-monitoring-tools (20 answers)
- https://learn.g2.com/best-network-monitoring-software (18 answers)
- https://ninjaone.com/blog/best-network-management-tools (17 answers)
- https://ir.com/guides/network-monitoring-tools (14 answers)
- https://blog.domotz.com/all/enterprise-network-monitoring-tools (12 answers)

## Warned against

- Nagios: 14 of 32 labels negative. "Nagios: Steer clear if you're not a highly technical user." (Grok 4.1 Fast, negative prompt)
- SolarWinds Orion: 7 of 8 labels negative. "SolarWinds Orion — past supply-chain compromise and lingering trust issues" (DeepSeek V4 Flash, negative prompt)
- Zabbix: 6 of 47 labels negative. "open-source is usually a poor fit for mid-market teams" (Gemini 3.5 Flash, direct prompt)
- Datadog Network Monitoring: 6 of 37 labels negative. "Avoid Datadog for pure network monitoring" (Kimi K2, direct 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.