MongoDB Atlas

How often 10 AI models recommend MongoDB Atlas, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

25%of all answers on this question

Best standing

#13of 40 on Best databases for web apps

Buying questions

1where any model named it

Never named it

0of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. Claude Haiku 5.525%
2. GPT-6 Luna25%
3. Gemini 4 Argon25%
4. Qwen 3.8 Flash25%
5. DeepSeek V4 Pro25%
6. GLM-5.325%
7. Kimi K325%
8. MiniMax M325%
9. Mistral Large 425%
10. Nemotron 3 Ultra20%

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best databases for web apps 9

• Claude Haiku 5.5Mature managed document database with broad tooling and multi-cloud availability.
• GPT-6 LunaPolished global document database with dependable automation and a rich ecosystem.
• Gemini 4 ArgonThe definitive managed document database with seamless multi-cloud scaling and built-in vector search.
• Qwen 3.8 FlashThe only sane way to run managed MongoDB at any scale.
• DeepSeek V4 ProThe managed MongoDB standard, global clusters, and excellent search capabilities.
• GLM-5.3The default managed NoSQL choice; excellent tooling and global deployment.
• Kimi K3The mature managed MongoDB with search, charts, and global clusters
• MiniMax M3Best document DB hosting, generous free tier, strong operational tooling.
• Mistral Large 4Fully managed, multi-cloud, great developer experience for document workloads at any scale.

Against the competition

Each question's products ranked by the share of all answers that named them, MongoDB Atlas highlighted.

Best databases for web apps

40 products named in 118 answers across 4 wordings

Contested

1. 1Redis86%
2. 2PostgreSQL77%
3. 3Supabase76%
4. 4MongoDB75%
5. 5Amazon DynamoDB75%
6. ⋯
7. 13MongoDB Atlas25%

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best databases for web apps	25	25	25	25	25	25	25	25	25	20

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best databases for web apps				100

Head to head

Against the products named most often on the same questions

MongoDB Atlas vs RedisMongoDB Atlas vs PostgreSQLMongoDB Atlas vs SupabaseMongoDB Atlas vs MongoDBMongoDB Atlas vs Amazon DynamoDBMongoDB Atlas vs MySQL

Compare with another product

Work on MongoDB Atlas? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.