AWS Cognito

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

Mention rate

50%of all answers on this question

Best standing

#9of 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. Claude Haiku 5.550%
2. GPT-6 Luna50%
3. Gemini 4 Argon50%
4. Qwen 3.8 Flash50%
5. DeepSeek V4 Pro50%
6. GLM-5.350%
7. Kimi K350%
8. MiniMax M350%
9. Mistral Large 450%
10. Nemotron 3 Ultra50%

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 10

• Claude Haiku 5.5Scales well and integrates tightly with AWS services.
• GPT-6 LunaCost-effective AWS-native authentication with strong scalability and deep cloud integration.
• Gemini 4 ArgonUnbeatable cost-efficiency at massive scale with native AWS ecosystem integration.
• Qwen 3.8 FlashDeep AWS integration, pay-as-you-go, very scalable.
• DeepSeek V4 ProTight AWS ecosystem fit, scales effortlessly, fine-grained access control via IAM.
• GLM-5.3Cheap, scalable, deeply AWS-integrated; clunky UX and tooling.
• Kimi K3Deep AWS integration, scalable user pools, cost-effective at volume.
• MiniMax M3AWS-native, scales massively, ideal for existing AWS workloads.
• Mistral Large 4Deep AWS integration, cost-effective at scale, serverless-friendly.
• Nemotron 3 UltraEnterprise-grade, scales massively, deep AWS integration

Against the competition

Each question's products ranked by the share of all answers that named them, AWS 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. 9AWS Cognito50%

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	50	50	50	50	50	50	50	50	50	50

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	100		100

Head to head

Against the products named most often on the same questions

AWS Cognito vs Auth0AWS Cognito vs OktaAWS Cognito vs ClerkAWS Cognito vs StytchAWS Cognito vs KeycloakAWS Cognito vs WorkOS

Compare with another product

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