2 categories · Named, not rankedCacti
Cacti is a network and infrastructure monitoring tool that uses SNMP to track bandwidth and device activity and presents the history as graphs · cacti.net ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Cacti has 4.
Why models recommend it
No positive label carried a quote.
What gives them pause
“Tools and categories to avoid or approach with caution include... Cacti, Ganglia, and Classic Zenoss”Gemini 3.5 Flash · Negative question · warning
“it relies on RRDtool, which is considered obsolete technology by modern standards”Qwen 3.7 Flash · Negative question · warning
“Old forks of Nagios, Cacti, or MRTG that rely on obsolete PHP/Python dependencies.”Gemini 3.5 Flash · Negative question · warning
Also on the shortlist
The products named in the same answers as Cacti, over the 10 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 10 | 0 | View → | |
| 7 | 1 | View → | |
| 6 | 1 | View → | |
| 5 | 1 | View → | |
| 5 | 0 | View → | |
| 4 | 2 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 3 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Cacti's own site, not checked by Gane.
- For
- users around the world
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 5 of the 10 answers that named Cacti and are not a share of its labels.
Domains cited
Twenty-two of the twenty-two domain citations in answers naming Cacti 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 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 2 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 1 | 2 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |