# Moogsoft: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 24 judge labels across 1 category by 13 of 14 models. Page: https://www.gane.ai/index/it/vendors/moogsoft

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AIOps platforms](https://www.gane.ai/index/it/operations/aiops-platforms/index.md) | 0% | 18 | 29% | 24 |

## What the models said for it

- "Moogsoft (now part of Flexera) is a veteran in the space that balances enterprise-grade AI features with a usability focus" (Qwen 3.7 Flash, AIOps)
- "Strong correlation; good for hybrid/on-prem environments | Narrower scope than full observability platforms" (Kimi K2, AIOps)
- "Often cited as a cost-effective AI ops option with strong alert clustering and dashboard usability" (Muse Glimmer 30B, AIOps)
- "Choose Moogsoft if you want a more traditional AIOps/event-intelligence approach" (GPT-5.4 mini, AIOps)

## And against it

- "User reviews on PeerSpot rate it 3.8/5 and highlight specific concerns: Complex setup requiring extensive implementation time" (DeepSeek V4 Flash, AIOps)
- "frequently mentioned in the context of platforms that may not be the best fit for mid-market companies due to complexity and cost" (Mistral Small, AIOps)
- "Enterprise-focused tools (BigPanda, Moogsoft) typically start in the six figures annually" (Kimi K2, AIOps)
- "over alternatives like Moogsoft (now Dell APEX AIOps, sometimes seen as more complex/costly)" (Grok 4.20, AIOps)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Moogsoft, from 46 of the 52 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 29
- newrelic.com: 20
- bigpanda.io: 13
- motadata.com: 13
- manageengine.com: 11
- softwareadvice.com: 11
- kanerika.com: 10
- peerspot.com: 10
- sherlocks.ai: 10
- gartner.com: 9

### Pages cited

- https://g2.com/categories/aiops-platforms: 18
- https://motadata.com/blog/aiops-platforms: 12
- https://kanerika.com/blogs/aiops-tools: 10
- https://ai-best-practices.com/use-cases/software/support/030602-alert-noise-reduction-event-correlation: 8
- https://manageengine.com/it-operations-management/aiops/best-aiops-platforms-enterprises.html: 7
- https://newrelic.com/info/blog/solution-recommendation/choosing-an-aiops-platform-for-incident-correlation-and-noise-reduction: 7
- https://research.isg-one.com/market-perspectives/isg-buyers-guide-for-aiops-classifies-and-rates-software-providers: 7
- https://coralogix.com/ai-blog/aiops-tools: 6

## In its own words

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

- Positioning: Industry Leading AIOps Platform for IT Operations (https://moogsoft.com/)
- For: IT Operations (https://moogsoft.com/)
- Certifications: SOC 2, CSA STAR, GDPR
- Customers named: INRIX, Optimiz, Yahoo

## What it publishes

Every page moogsoft.com exposes, read 2026-09-29: 403 addresses. By kind, pages and the last 90 days:

- blog: 134 pages, 0 in the last 90 days, latest 2023-10-19
- case study: 16 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 40 pages, 0 in the last 90 days, latest 2021-08-09
- conference or event: 40 pages, 0 in the last 90 days, latest undated
- report or ebook: 4 pages, 0 in the last 90 days, latest undated
- comparison: 2 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- news or press: 47 pages, 0 in the last 90 days, latest 2019-10-08
- Recent: 2023-10-19 blog: Dell technologies acquires moogsoft https://www.moogsoft.com/dell-technologies-acquires-moogsoft
- Recent: 2023-07-12 blog: Correlation collaboration product enhancements https://www.moogsoft.com/correlation-collaboration-product-enhancements
- Recent: 2023-07-06 blog: 5 takeaways from gartner https://www.moogsoft.com/5-takeaways-from-gartner
- Recent: 2023-05-25 blog: 5 immediate business benefits of leveraging domain agnostic aiops https://www.moogsoft.com/5-immediate-business-benefits-of-leveraging-domain-agnostic-aiops
- Recent: 2023-02-13 blog: Why aiops is worth the investment during an economic downturn https://www.moogsoft.com/why-aiops-is-worth-the-investment-during-an-economic-downturn
- Recent: 2023-01-04 blog: The state of aiops a new years message from chief moo phil tee https://www.moogsoft.com/the-state-of-aiops-a-new-years-message-from-chief-moo-phil-tee

## 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.