Index › IT › Products › AWS Secrets Manager · November 2026 Edition
5 categories · Ranked

AWS Secrets Manager

AWS Secrets Manager is a service from AWS for centrally managing the lifecycle of secrets used by applications, services, and IT resources · aws.amazon.com ↗

#3Best rank (small business)
14/14Models named it
10First choices
56Warnings
November 2026 Edition · all company sizes counted.
Ranked inSecrets management #3 small businessNon-human identity management #129Identity governance #85Privileged access management #71SaaS security posture management #90
What AI models recommend in secrets

Read the same way at every company size.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“Integrate HashiCorp Vault, AWS Secrets Manager, or Azure Key Vault instead of native Kubernetes secrets.”Muse Glimmer 30B · Negative question · first choice
“Start with AWS Secrets Manager or Azure Key Vault if you're cloud-native”Claude Haiku 4.5 · Paraphrase question · first choice
“If you're AWS-heavy, choose AWS Secrets Manager.”GPT-6 Luna · Paraphrase question · first choice
“AWS‑centric stack → AWS Secrets Manager”GLM 4.7 FlashX · Paraphrase question · first choice

What gives them pause

“Received a high negative rate (64%) and is considered a criticized challenger”Mistral Small · Negative question · warning
“AWS Secrets Manager has a negative rate of 64% for enterprise B2B companies”Llama 4 Maverick · Negative question · warning
“Not recommended for small teams due to vendor lock-in and complexity.”Mistral Small · Negative question · warning
“AWS Secrets Manager (costs add up)”Kimi K2 · Budget-constrained question · warning

Also on the shortlist

The products named in the same answers as AWS Secrets Manager, over the 244 answers that named it, and how often each was the first choice instead.

What the models named instead of AWS Secrets Manager →

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on AWS Secrets Manager's own site, not checked by Gane.

For
applications, services, and IT resources
Price stated
you pay only for what you use, there is no minimum fee. There are no set-up fees or commitments to begin using the service. You are charged for number of secrets you store and for API requests made to the service each month.
Starting price
$0.40 / secret / month
Free plan or trial
Starting July 15, 2025, new AWS customers will receive up to $200 in AWS Free Tier credits, which can be applied towards eligible AWS services, including Secrets Manager. At account sign-up, you can choose between a free plan and a paid plan. The free plan will be available for 6 months after account creation.
Certifications
DoD CC SRG IL2, DoD CC SRG IL4, DoD CC SRG IL5, FedRAMP, HIPAA, IRAP, OSPAR, ISO 27001
Visit aws.amazon.com ↗

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

The sites and pages the answers that named AWS Secrets Manager came back with. A fact about retrieval, not a cause of the answer.

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 195 of the 244 answers that named AWS Secrets Manager and are not a share of its labels.

Domains cited

securityboulevard.com96
akeyless.io79
infisical.com75
startwithidentity.com68
g2.com51
gane.ai/indexpublisher (Gane)44
cheatsheetseries.owasp.org36
github.com35
safeguard.sh33
pulumi.com31

504 of the 548 domain citations in answers naming AWS Secrets Manager came from a third party's page. Forty-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

How each model answered on AWS Secrets Manager across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.513307
GPT-5.4 mini04105
Gemini 3.5 Flash04138
Perplexity Sonar04015
Grok 4.2004026
Mistral Small02136
DeepSeek V4 Flash03205
Llama 4 Maverick00112
Qwen 3.7 Flash04037
Kimi K203216
GLM 4.7 FlashX15006
MiniMax M2.504116
GPT-6 Luna12014
Muse Glimmer 30B13004