NoSQL databases · Named, not rankedAmazon Neptune
Amazon Neptune is a NoSQL database from AWS · amazon.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Amazon Neptune has 7.
Why models recommend it
“Graph Data: Use Neo4j or Amazon Neptune, not general-purpose NoSQL.”MiniMax M2.5 · Negative question · alternative
“Alternatives: Amazon Neptune or Apache AGE (graph on Postgres).”Grok 4.20 · Negative question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Amazon Neptune, over the 12 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 12 | 7 | View → | |
| 12 | 0 | View → | |
| 11 | 0 | View → | |
| 11 | 0 | View → | |
| 10 | 0 | View → | |
| 10 | 0 | View → | |
| 7 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Amazon Neptune's own site, not checked by Gane.
- Also from Amazon
- Amazon API Gateway, Amazon API Gateway HTTP APIs, Amazon AppStream 2.0, Amazon Athena, Amazon Athena Federated Query, Amazon Aurora and 48 more
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 9 of the 12 answers that named Amazon Neptune and are not a share of its labels.
Domains cited
Thirty-two of the forty-one domain citations in answers naming Amazon Neptune 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 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |