ELK Stack
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. ELK Stack has 6.
Why models recommend it
“ELK Stack for logs/metrics”Grok 4.20 · Negative question · alternative
What gives them pause
“Heavy reliance on monolithic or legacy agents (e.g., full ELK stack components without optimization): High overhead”Grok 4.20 · Negative question · warning
“Very labor-intensive to set up and maintain compared to Security Onion or Malcolm.”Gemini 3.5 Flash · Budget-constrained question · warning
“won't match the automation of commercial options”Grok 4.20 · Budget-constrained question · warning
Also on the shortlist
The products named in the same answers as ELK Stack, over the 23 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 12 | 2 | View → | |
| 11 | 1 | View → | |
| 9 | 0 | View → | |
| 5 | 4 | View → | |
| 5 | 1 | View → | |
| 5 | 1 | View → | |
| 5 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
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 18 of the 23 answers that named ELK Stack and are not a share of its labels.
Domains cited
No domain is on file for ELK Stack, so its own site is not marked. Five were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
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 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 1 | 2 | 4 |
| 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 | 0 | 0 | 0 |
| 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 | 1 | 0 | 1 |