# LibreNMS: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 32 judge labels across 3 categories by 13 of 14 models. Page: https://www.gane.ai/index/it/vendors/librenms

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Network monitoring and management](https://www.gane.ai/index/it/network/network-monitoring-and-management/index.md) | 6% | 5 | 4% | 24 |
| [Infrastructure monitoring](https://www.gane.ai/index/it/operations/infrastructure-monitoring/index.md) | 0% | 19 | 14% | 7 |
| [Data center infrastructure management](https://www.gane.ai/index/it/operations/data-center-infrastructure-management/index.md) | 0% | 55 | 0% | 1 |

## What the models said for it

- "My suggestion: Start with LibreNMS. It strikes the best balance between a modern interface, automatic device discovery, and being entirely free forever" (Qwen 3.7 Flash, Network monitoring)
- "If you have a Linux admin on staff, start with LibreNMS (for network gear) or Zabbix (for everything)." (Gemini 3.5 Flash, Network monitoring)
- "Zabbix and LibreNMS are excellent open-source choices" (Mistral Small, Network monitoring)
- "Simple, free, and focused on network monitoring with auto-discovery. Lightweight and easy to start with, but narrower scope than Zabbix." (Grok 4.20, Infra monitoring)

## And against it

- "Five-minute defaults, notably associated with LibreNMS, can miss short congestion bursts and interface flapping" (Perplexity Sonar, Network monitoring)
- "Before adopting something like LibreNMS ... ensure the community fork is active." (Qwen 3.7 Flash, Infra monitoring)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 0 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 2 | 0 | 1 | 3 |
| Grok 4.20 | 0 | 2 | 1 | 0 | 3 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 4 | 0 | 1 | 6 |
| Kimi K2 | 0 | 2 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 1 | 0 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named LibreNMS, from 56 of the 70 answers that named it (only the models that return a source list).

### Domains cited

- checkmk.com: 39
- softwareadvice.com: 27
- dotcom-monitor.com: 23
- capterra.com: 21
- netdata.cloud: 20
- ones.com: 15
- kentik.com: 14
- reddit.com: 13
- ir.com: 12
- pathsolutions.com: 12

### Pages cited

- https://checkmk.com/blog/best-network-monitoring-tools: 38
- https://softwareadvice.com/network-monitoring: 27
- https://dotcom-monitor.com/blog/best-network-monitoring-software: 23
- https://netdata.cloud/resources/best-network-monitoring-tools: 14
- https://pathsolutions.com/blog/best-network-monitoring-tools: 12
- https://ir.com/guides/network-monitoring-tools: 11
- https://capterra.com/network-monitoring-software: 10
- https://capterra.com/network-monitoring-software/s/free: 9

## In its own words

What LibreNMS's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: a fully featured network monitoring system that provides a wealth of features and device support (https://librenms.org/)
- For: your network (https://librenms.org/)
- Free plan or trial: An online demo is available for you to try before installing. (https://librenms.org/)
- Integrations claimed: 5 (https://librenms.org/)
- Customers named: Wavedirect Telecommunications

## What it publishes

Every page librenms.org exposes, read 2026-09-29: 9999 addresses. By kind, pages and the last 90 days:

- webinar or virtual event: 3 pages, 0 in the last 90 days, latest 2025-01-05
- conference or event: 7 pages, 0 in the last 90 days, latest 2025-11-27
- report or ebook: 1 pages, 0 in the last 90 days, latest 2017-02-15
- comparison: 35 pages, 0 in the last 90 days, latest 2026-04-24
- glossary or explainer: 49 pages, 0 in the last 90 days, latest 2019-11-19
- Recent: 2026-04-24 comparison: 29197 https://community.librenms.org/t/huawei-s5735-s5755-neighbors-tab-missing-standard-lldp-mib-vs-huawei-lldp-mib/29197
- Recent: 2025-11-27 conference or event: 28821 https://community.librenms.org/t/39c3-39th-chaos-communication-congress-librenms-community-meetup/28821
- Recent: 2025-10-26 comparison: 28641 https://community.librenms.org/t/search-query-in-health-vs-devices/28641
- Recent: 2025-07-04 comparison: 28130 https://community.librenms.org/t/bgp-snmp-v3-vs-v2c/28130
- Recent: 2025-04-08 comparison: 27581 https://community.librenms.org/t/snmp-pw-pseudowire-circuit-asr9k-series-vs-ncs-57c3-mod-sys/27581
- Recent: 2025-03-20 comparison: 27425 https://community.librenms.org/t/missing-health-data-for-eaton-9px-ups-vs-eaton-9130-ups/27425

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.