Logstash
Why models recommend it
“Deeply invested in Elastic or Grafana ecosystems → Logstash or Grafana Alloy”DeepSeek V4 Flash · Comparative question · alternative
What gives them pause
“Avoid deploying Logstash directly on application nodes as a local shipper. Logstash can have a massive memory footprint and slow startup times”Mistral Small · Negative question · warning
“running full Logstash as a local shipper): High memory footprint, slow startup, and resource contention with your apps”Grok 4.20 · Negative question · warning
“Avoid deploying heavy processing agents like Logstash directly onto application nodes as local shippers.”Qwen 3.7 Flash · Negative question · warning
“Avoid heavier options like Logstash (higher resource use)”Grok 4.20 · Budget-constrained question · warning
Also on the shortlist
The products named in the same answers as Logstash, over the 24 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 17 | 12 | View → | |
| 16 | 1 | View → | |
| 15 | 3 | View → | |
| 11 | 3 | View → | |
| 9 | 0 | View → | |
| 8 | 0 | View → | |
| 7 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → |
What the models named instead of Logstash →
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 24 answers that named Logstash and are not a share of its labels.
Domains cited
No domain is on file for Logstash, so its own site is not marked. Six 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 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 3 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 2 | 2 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 1 | 2 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |