AIOps platforms · RankedMoogsoft
Moogsoft is an AIOps platform for incident management that reduces alert noise through deduplication, event correlation, and alert clustering · moogsoft.com ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Site24x7 is first at 30%.
Site24x7 is first at 23%. 0 of 14 models made it the first choice when asked directly.
BigPanda is first at 28%.
Why models recommend 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 · Direct question · alternative
“Strong correlation; good for hybrid/on-prem environments | Narrower scope than full observability platforms”Kimi K2 · Scale-constrained question · alternative
“Often cited as a cost-effective AI ops option with strong alert clustering and dashboard usability”Muse Glimmer 30B · Paraphrase question · alternative
“Choose Moogsoft if you want a more traditional AIOps/event-intelligence approach”GPT-5.4 mini · Direct question · alternative
What gives them pause
“User reviews on PeerSpot rate it 3.8/5 and highlight specific concerns: Complex setup requiring extensive implementation time”DeepSeek V4 Flash · Negative question · warning
“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 · Negative question · warning
“Enterprise-focused tools (BigPanda, Moogsoft) typically start in the six figures annually”Kimi K2 · Paraphrase question · warning
“over alternatives like Moogsoft (now Dell APEX AIOps, sometimes seen as more complex/costly)”Grok 4.20 · Paraphrase question · warning
Also on the shortlist
The products named in the same answers as Moogsoft, over the 52 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 45 | 9 | View → | |
| 37 | 6 | View → | |
| 32 | 4 | View → | |
| 31 | 3 | View → | |
| 23 | 0 | View → | |
| 18 | 0 | View → | |
| 16 | 1 | View → | |
| 12 | 0 | View → | |
| 9 | 3 | View → | |
| 9 | 0 | View → |
What the models named instead of Moogsoft →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Moogsoft's own site, not checked by Gane.
- For
- IT Operations
- Certifications
- SOC 2, CSA STAR, GDPR
- Customers named
- INRIX, Optimiz, Yahoo
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 46 of the 52 answers that named Moogsoft and are not a share of its labels.
Domains cited
136 of the 136 domain citations in answers naming Moogsoft came from a third party's page.
Pages cited
Pages are listed as the models cited them.
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 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 134 | 0 | 2023-10-19 | ||
| News or press | 47 | 0 | 2019-10-08 | ||
| Webinar or virtual event | 40 | 0 | 2021-08-09 | ||
| Conference or event | 40 | undated | |||
| Case study | 16 | undated | |||
| Report or ebook | 4 | undated | |||
| Comparison | 2 | undated | |||
| Template or tool | 1 | undated |
Most recent
- 2023-10-19Dell technologies acquires moogsoft blog
- 2023-07-12Correlation collaboration product enhancements blog
- 2023-07-065 takeaways from gartner blog
- 2023-05-255 immediate business benefits of leveraging domain agnostic aiops blog
- 2023-02-13Why aiops is worth the investment during an economic downturn blog
- 2023-01-04The state of aiops a new years message from chief moo phil tee blog
How it is countedHide how it is counted
Every page moogsoft.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.