Elasticsearch
Why models recommend it
“Best for free self-hosted: Elasticsearch, Meilisearch, or Typesense”GLM 4.7 FlashX · Budget-constrained question · alternative
What gives them pause
“Avoid unless you have dedicated dev resources—it's not a turnkey SaaS platform.”Grok 4.20 · Negative question · warning
“Elasticsearch requires significant technical complexity with specialized engineering, and total cost of ownership can grow quickly”Claude Haiku 4.5 · Negative question · warning
“you don't want your engineering team spent building and maintaining a custom Solr or Elasticsearch infrastructure from scratch”Gemini 3.5 Flash · Scale-constrained question · warning
“Elasticsearch requires internal engineering overhead to build the UI, tune relevance, and maintain infrastructure.”Gemini 3.5 Flash · Paraphrase question · warning
Also on the shortlist
The products named in the same answers as Elasticsearch, over the 33 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 30 | 8 | View → | |
| 18 | 3 | View → | |
| 18 | 2 | View → | |
| 16 | 0 | View → | |
| 15 | 0 | View → | |
| 13 | 6 | View → | |
| 8 | 1 | View → | |
| 8 | 0 | View → | |
| 7 | 0 | View → | |
| 7 | 0 | View → |
What the models named instead of Elasticsearch →
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 23 of the 33 answers that named Elasticsearch and are not a share of its labels.
Domains cited
No domain is on file for Elasticsearch, so its own site is not marked.
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 | 2 | 2 |
| 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 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |