Secrets management · November 2026 Edition
AWS Secrets Manager vs Google Secret Manager
Zero of fourteen models named AWS Secrets Manager first on the direct prompt; zero named Google Secret Manager. Both were named by all fourteen models and AWS Secrets Manager carries 69 labels and Google Secret Manager 43, so the shares are not directly comparable.
Named in five categories this edition.
Named in four categories this edition.
First-choice share6%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate14%14%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 12; printed, not drawn.
Labels6943A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, AWS Secrets Manager reading right to left. Rank and label count are printed, not drawn.HashiCorp Vault was named alongside these two in eleven of the fourteen direct answers. HashiCorp Vault vs AWS Secrets Manager · HashiCorp Vault vs Google Secret Manager · Doppler vs AWS Secrets Manager
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the secrets management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
AWS Secrets ManagerFirst choices, of fourteen modelsGoogle Secret Manager
Direct00
Paraphrase30
Comparative00
Budget-constrained014 against AWS Secrets Manager
Scale-constrained002 against AWS Secrets Manager · 3 against Google Secret Manager
Negative104 against AWS Secrets Manager · 3 against Google Secret Manager
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the November 2026 Edition, AWS Secrets Manager and Google Secret Manager were named in the same answer 142 times, of the 244 answers naming AWS Secrets Manager and the 146 naming Google Secret Manager. In those answers Google Secret Manager took the first choice one time and AWS Secrets Manager three.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where AWS Secrets Manager and Google Secret Manager stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | | ||
| GPT-5.4 mini | | | | | ||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | | | |
| Grok 4.20 | | | | | | |
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | | | | | |
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | | | | |
| MiniMax M2.5 | | | | | | |
| GPT-6 Luna | | | | | ||
| Muse Glimmer 30B | | | | |
AWS Secrets Manager Google Secret Manager first choice named as an alternative argued againstblank: not namedEach cell is one answer, AWS Secrets Manager on the left and Google Secret Manager on the right.The direct prompt
The plain question, one answer per model, grouped by where AWS Secrets Manager and Google Secret Manager stood in it.
Neither was the first choice, one was named
12 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5no first choice alternatives: AWS Secrets Manager, Doppler, HashiCorp Vault
GPT-5.4 miniHashiCorp Vault alternatives: AWS Secrets Manager, Azure Key Vault
Gemini 3.5 FlashDoppler, Infisical alternatives: AWS Secrets Manager, Azure Key Vault, Google Secret Manager
Perplexity SonarInfisical alternatives: AWS Secrets Manager, Akeyless, Doppler
Grok 4.20HashiCorp Vault alternatives: AWS Secrets Manager, Akeyless, Passwork
Mistral SmallHashiCorp Vault alternatives: AWS Secrets Manager, Akeyless, Azure Key Vault, CyberArk Conjur
DeepSeek V4 FlashDoppler, Infisical alternatives: AWS Secrets Manager, Akeyless, HashiCorp Vault
Qwen 3.7 FlashHashiCorp Vault alternatives: AWS Secrets Manager, Akeyless, Azure Key Vault, Infisical
GLM 4.7 FlashXHashiCorp Vault alternatives: AWS Secrets Manager, Azure Key Vault, Doppler, Google Secret Manager, Infisical
MiniMax M2.5HashiCorp Vault alternatives: AWS Secrets Manager, Akeyless, Azure Key Vault, CyberArk Conjur, Doppler
GPT-6 LunaDoppler alternatives: AWS Secrets Manager, Infisical
Muse Glimmer 30BDoppler alternatives: AWS Secrets Manager, Akeyless, HashiCorp Vault
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.Llama 4 MaverickDoppler alternatives: Akeyless, HashiCorp Vault
Kimi K2Doppler alternatives: 1Password, HashiCorp Vault, Infisical
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
AWS Secrets Manager leads by three points.
AWS Secrets Manager9%#3 of 11Google Secret Manager6%#4 of 11Mid-marketThe figures above
AWS Secrets Manager leads by four points.
AWS Secrets Manager6%#4 of 12Google Secret Manager2%#7 of 12Enterprise
AWS Secrets Manager leads by two points.
AWS Secrets Manager2%#5 of 12Google Secret Manager0%#10 of 12What the models said about AWS Secrets Manager
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Not recommended for small teams due to vendor lock-in and complexity.” Mistral Small · negative prompt · hard negative
“AWS Secrets Manager (costs add up)” Kimi K2 · budget prompt · hard negative
“Integrate HashiCorp Vault, AWS Secrets Manager, or Azure Key Vault instead of native Kubernetes secrets.” Muse Glimmer 30B · negative prompt · first choice
“Start with AWS Secrets Manager or Azure Key Vault if you're cloud-native” Claude Haiku 4.5 · paraphrase prompt · first choice
“If you're AWS-heavy, choose AWS Secrets Manager.” GPT-6 Luna · paraphrase prompt · first choice
What the models said about Google Secret Manager
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“sensible for single-cloud deployments, but using each as a separate source of truth can create fragmentation and inconsistent policy across clouds” Perplexity Sonar · negative prompt · soft negative
“reasonable options in their respective environments—but they still need least-privilege access, monitoring, and lifecycle management” GPT-6 Luna · negative prompt · soft negative
“Good if you're mostly single-cloud, but often insufficient alone for multi-cloud, rotation, and developer experience.” Grok 4.20 · scale prompt · soft negative
“Best overall for low budget + simplicity: Google Cloud Secret Manager on GCP” GPT-5.4 mini · budget prompt · first choice
“Google Secret Manager — cheapest cloud-native storage: Particularly inexpensive for GCP users” Perplexity Sonar · budget prompt · alternative
“Best for Google Cloud users who want a simpler managed secrets store with strong IAM control” GPT-5.4 mini · comparative prompt · alternative
Also compared
HashiCorp Vault vs AWS Secrets ManagerHashiCorp Vault vs Google Secret ManagerDoppler vs AWS Secrets ManagerDoppler vs Google Secret ManagerInfisical vs AWS Secrets ManagerInfisical vs Google Secret ManagerAWS Secrets Manager vs Azure Key VaultAWS Secrets Manager vs AkeylessAzure Key Vault vs Google Secret ManagerAkeyless vs Google Secret ManagerAll twenty-one head-to-head pages and the full secrets standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.