NoSQL databases · RankedAmazon DocumentDB
Amazon DocumentDB is a fully managed document database service from AWS that is compatible with MongoDB · amazon.com ↗
Why models recommend it
“Strict AWS-only environments | Fully managed MongoDB-compatible API”Gemini 3.5 Flash · Paraphrase question · alternative
“Best for AWS teams needing MongoDB compatibility: Amazon DocumentDB”Muse Glimmer 30B · Paraphrase question · alternative
“Good if heavily invested in AWS ecosystem”GLM 4.7 FlashX · Paraphrase question · alternative
What gives them pause
“The same pattern holds for AWS DocumentDB ... If multi-cloud portability is a requirement, prefer open-source, self-hostable engines”Muse Glimmer 30B · Negative question · warning
“if you expect it to be interchangeable with MongoDB — It supports many MongoDB APIs, but AWS documents functional differences”GPT-6 Luna · Negative question · warning
Also on the shortlist
The products named in the same answers as Amazon DocumentDB, over the 29 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 26 | 21 | View → | |
| 26 | 7 | View → | |
| 21 | 3 | View → | |
| 17 | 1 | View → | |
| 17 | 1 | View → | |
| 13 | 0 | View → | |
| 11 | 0 | View → | |
| 10 | 0 | View → | |
| 7 | 0 | View → | |
| 5 | 0 | View → |
What the models named instead of Amazon DocumentDB →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Amazon DocumentDB'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 20 of the 29 answers that named Amazon DocumentDB and are not a share of its labels.
Domains cited
Thirty-seven of the sixty-one domain citations in answers naming Amazon DocumentDB came from a third party's page. Four 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 | 2 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 1 | 2 |