| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Infrastructure monitoring | IT operations and endpoint | 24% | 1 of 65 | 4% | 25 | accepted challenger |
| Application performance monitoring | IT operations and endpoint | 2% | 9 of 70 | 12% | 8 | under 10 labels · led by New Relic at 54% |
| Observability platforms | IT operations and endpoint | 0% | 28 of 63 | 0% | 2 | under 10 labels · led by Grafana at 29% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 3 | 0 | 0 | 4 |
| Grok 4.1 Fast | 2 | 1 | 3 | 0 | 6 |
| Mistral Small | 1 | 0 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 0 | 4 |
| Llama 4 Maverick | 3 | 0 | 1 | 0 | 4 |
| Qwen 3.7 Flash | 1 | 2 | 0 | 0 | 3 |
| Kimi K2 | 1 | 1 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 2 | 0 | 2 | 1 | 5 |
| MiniMax M2.5 | 1 | 2 | 0 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“1. Site24x7 Infrastructure Monitoring - a comprehensive monitoring platform that integrates server monitoring, website monitoring, application performance monitoring (APM)” Llama 4 Maverick · Infra monitoring · paraphrase prompt · first choice
“Some of the top recommendations include: 1. ManageEngine Site24x7: Offers unified cloud monitoring for DevOps and IT operations, with pricing starting at $9/month.” Llama 4 Maverick · APM · paraphrase prompt · first choice
“I recommend Cloud-native tools (CloudWatch/Azure Monitor/GCP Ops) as the foundation, with Site24x7 as a unified overlay for hybrid environments and ease of use” GLM 4.7 FlashX · Infra monitoring · paraphrase prompt · first choice
“I'd recommend Site24x7 if you want the best balance of easy deployment, unified infrastructure monitoring, and cost efficiency” Perplexity Sonar · Infra monitoring · paraphrase prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“often cited as being less scalable and more expensive for larger infrastructures” Mistral Small · Infra monitoring · negative prompt · soft negative
“Site24x7 if you have strict memory constraints or complex pricing needs” GLM 4.7 FlashX · APM · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 101 of the 105 answers that named Site24x7 and are not a share of its labels.
374 of the 374 domain citations in answers naming Site24x7 came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Site24x7's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Site24x7, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at site24x7.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.