Amazon Cognito

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

Mention rate

33%of all answers on this question

Best standing

#11of 46 on Best authentication services 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. Gemini 4 Argon50%
2. GLM-5.342%
3. Mistral Large 442%
4. GPT-6 Luna33%
5. Qwen 3.8 Flash33%
6. Kimi K333%
7. MiniMax M333%
8. Claude Haiku 5.525%
9. Nemotron 3 Ultra20%
10. DeepSeek V4 Pro17%

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 authentication services for web apps 9

• Claude Haiku 5.5Scales well and integrates natively with AWS, though its configuration is more involved.
• GPT-6 LunaScalable AWS-native authentication with broad customization, though setup can feel complex.
• Gemini 4 ArgonCost-effective at massive scale and integrates natively if you are already on AWS.
• Qwen 3.8 FlashCheap at scale if you're already deep in AWS ecosystem.
• DeepSeek V4 ProScales infinitely, deep AWS integration, generous free tier, full IAM control.
• GLM-5.3Cheap at scale and tight AWS integration.
• Kimi K3Deep AWS integration, cost-effective at scale
• MiniMax M3Scalable and AWS-native, ideal if your stack is on Amazon.
• Mistral Large 4Scales effortlessly and fits natively into existing AWS infrastructure.

Against the competition

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

Best authentication services for web apps

46 products named in 118 answers across 4 wordings

In nearly every answer

Auth0

Contested

1. 2Okta83%
2. 3Clerk79%
3. 4Stytch69%
4. 5Keycloak63%
5. 6WorkOS58%
6. ⋯
7. 11Amazon Cognito33%

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 authentication services for web apps	25	33	50	33	17	42	33	33	42	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 authentication services for web apps		97		37

Head to head

Against the products named most often on the same questions

Amazon Cognito vs Auth0Amazon Cognito vs OktaAmazon Cognito vs ClerkAmazon Cognito vs StytchAmazon Cognito vs KeycloakAmazon Cognito vs WorkOS

Compare with another product

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