NoSQL databases · RankedAzure Cosmos DB
Azure Cosmos DB is a globally distributed, multi-model database service from Azure, listed among NoSQL databases · azure.cn ↗
Strongest at enterprise. Ranked 49 of 54 for small business buyers.
The standing depends on who is buying. Every model is asked the same questions for each company size.
MongoDB is first at 81%.
MongoDB is first at 74%. 0 of 14 models made it the first choice when asked directly.
MongoDB is first at 53%.
Why models recommend it
“lean toward a managed, cloud-specific solution (like DynamoDB or Cosmos DB)”Qwen 3.7 Flash · Scale-constrained question · first choice
“Choose it when Microsoft Azure, globally distributed deployment, or multi-region consistency options are central requirements.”Perplexity Sonar · Direct question · alternative
“Cloud-Native / Managed Key-Value | AWS DynamoDB, Azure Cosmos DB | Zero-maintenance, seamless cloud integration”Gemini 3.5 Flash · Scale-constrained question · alternative
“Azure-native globally distributed: Azure Cosmos DB, with automatic indexing and multi-region configuration built in”Muse Glimmer 30B · Paraphrase question · alternative
What gives them pause
“Avoid managed enterprise tiers (DynamoDB, Cosmos DB, etc.)”GLM 4.7 FlashX · Budget-constrained question · warning
“over managed cloud services like MongoDB Atlas, DynamoDB, or Cosmos DB — the latter can incur unexpected costs”Grok 4.20 · Budget-constrained question · warning
“Proprietary APIs (DynamoDB, Cosmos DB) make migration difficult.”MiniMax M2.5 · Scale-constrained question · warning
“Vendor lock-in / cloud-only managed services ... Azure Cosmos DB”Muse Glimmer 30B · Negative question · warning
Also on the shortlist
The products named in the same answers as Azure Cosmos DB, over the 103 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 93 | 8 | Compare → | |
| 91 | 52 | Compare → | |
| 64 | 1 | Compare → | |
| 54 | 1 | Compare → | |
| 53 | 1 | View → | |
| 33 | 0 | View → | |
| 31 | 0 | View → | |
| 22 | 1 | View → | |
| 21 | 6 | Compare → | |
| 21 | 0 | View → |
What the models named instead of Azure Cosmos DB →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Azure Cosmos DB's own site, not checked by Gane.
- Also from Azure
- Azure ACR, Azure AD Conditional Access, Azure AD Graph API, Azure AI Document Intelligence, Azure AI Foundry, Azure AI Gateway and 81 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 76 of the 103 answers that named Azure Cosmos DB and are not a share of its labels.
Domains cited
199 of the 228 domain citations in answers naming Azure Cosmos DB came from a third party's page. Twenty-nine 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 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 3 | 1 | 0 | 4 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 1 | 0 | 1 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 1 | 4 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 1 | 2 |