Secrets management · October 2026 Edition
HashiCorp Vault vs AWS Secrets Manager
Four of fourteen models named HashiCorp Vault first on the direct prompt; one named AWS Secrets Manager. Both were named by all fourteen models and HashiCorp Vault carries 77 labels and AWS Secrets Manager 60, so the shares are not directly comparable.
Named in five categories this edition.
Named in three categories this edition.
First-choice share31%8%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate34%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#4A position in a field of 13; printed, not drawn.
Labels7760A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, HashiCorp Vault reading right to left. Rank and label count are printed, not drawn.Doppler was named alongside these two in ten of the fourteen direct answers. HashiCorp Vault vs Doppler · HashiCorp Vault vs Infisical · HashiCorp Vault vs Azure Key Vault
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.
HashiCorp VaultFirst choices, of fourteen modelsAWS Secrets Manager
Direct415 against HashiCorp Vault · 2 against AWS Secrets Manager
Paraphrase833 against HashiCorp Vault
Comparative100
Budget-constrained207 against HashiCorp Vault
Scale-constrained412 against HashiCorp Vault
Negative209 against HashiCorp Vault · 4 against AWS Secrets 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 October 2026 Edition, HashiCorp Vault and AWS Secrets Manager were named in the same answer 190 times, of the 403 answers naming HashiCorp Vault and the 214 naming AWS Secrets Manager. In those answers AWS Secrets Manager took the first choice nine times and HashiCorp Vault sixty-seven.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where HashiCorp Vault and AWS Secrets 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 4.1 Fast | | | | | | |
| 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 | | | | | | |
HashiCorp Vault AWS Secrets Manager first choice named as an alternative argued againstblank: not namedEach cell is one answer, HashiCorp Vault on the left and AWS Secrets Manager on the right.The direct prompt
The plain question, one answer per model, grouped by where HashiCorp Vault and AWS Secrets Manager stood in it.
HashiCorp Vault first, AWS Secrets Manager an alternative
4 of 14 modelsAWS Secrets Manager was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Doppler, HashiCorp Vault alternatives: AWS Secrets Manager, Akeyless, Delinea Secret Server, Infisical
Mistral SmallHashiCorp Vault alternatives: AWS Secrets Manager, Azure Key Vault
Kimi K2Delinea Secret Server, HashiCorp Vault alternatives: 1Password, AWS Secrets Manager
GLM 4.7 FlashXHashiCorp Vault alternatives: AWS Secrets Manager, Doppler, Infisical
AWS Secrets Manager first, HashiCorp Vault an alternative
1 of 14 modelsHashiCorp Vault was named in the answer but not as the choice, or not at all.GPT-5.4 miniAWS Secrets Manager, Azure Key Vault alternatives: HashiCorp Vault
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarDoppler alternatives: HashiCorp Vault
MiniMax M2.5Doppler alternatives: HashiCorp Vault, Infisical
GPT-6 LunaDoppler alternatives: AWS Secrets Manager, Infisical
Muse Glimmer 30BDoppler alternatives: AWS Secrets Manager, Akeyless, Azure Key Vault, Google Secret Manager, HashiCorp Vault, Infisical
Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.Gemini 3.5 FlashDoppler alternatives: Infisical
Grok 4.1 FastDoppler alternatives: 1Password, Infisical
DeepSeek V4 FlashDoppler alternatives: Akeyless, Infisical
Llama 4 Maverickno first choice
Qwen 3.7 FlashDoppler alternatives: 1Password Secrets Manager, 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
Level: the same share of first choices.
HashiCorp Vault6%#6 of 11AWS Secrets Manager6%#5 of 11Mid-marketThe figures above
HashiCorp Vault leads by twenty-two points.
HashiCorp Vault31%#1 of 13AWS Secrets Manager8%#4 of 13Enterprise
HashiCorp Vault leads by fifty-seven points.
HashiCorp Vault61%#1 of 12AWS Secrets Manager4%#4 of 12What the models said about HashiCorp Vault
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“for a mid-sized B2B company, it is generally no longer recommended unless you have a dedicated platform team” Gemini 3.5 Flash · paraphrase prompt · hard negative
“Start with Delinea if you need a balanced, mid-market-focused PAM solution, or HashiCorp Vault if you have strong DevOps capabilities” Kimi K2 · direct prompt · first choice
“HashiCorp Vault remains the most capable and widely deployed, making it ideal if you have multi-cloud environments and complex requirements.” Claude Haiku 4.5 · direct prompt · first choice
“For most mid-market B2B companies with a mix of cloud and on-premises needs, HashiCorp Vault is the most flexible and scalable choice” Mistral Small · direct prompt · first choice
What the models said about AWS Secrets Manager
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“GitGuardian cautions that AWS Secrets Manager, GCP Secret Manager, and Azure Key Vault can create fragmentation if you operate in multi-cloud setups.” Perplexity Sonar · negative prompt · soft negative
“AWS Secrets Manager and Azure Key Vault have had vulnerabilities... They may not suit multi-cloud environments” MiniMax M2.5 · negative prompt · soft negative
“Strong vendor lock-in—if multi-cloud or hybrid, cross-cloud access adds friction/cost.” Grok 4.1 Fast · negative prompt · soft negative
“my default recommendation is: 1) If you're cloud-native and mostly on one major cloud: use the cloud provider's native secrets service. - AWS: AWS Secrets Manager” GPT-5.4 mini · paraphrase prompt · first choice
“Best default for most mid-market teams on one major cloud: AWS Secrets Manager if you're mostly on AWS” GPT-5.4 mini · direct prompt · first choice
“Already AWS-native and want minimal ops: AWS Secrets Manager is the pragmatic first step.” Muse Glimmer 30B · paraphrase prompt · first choice
Also compared
HashiCorp Vault vs DopplerHashiCorp Vault vs InfisicalHashiCorp Vault vs Azure Key VaultHashiCorp Vault vs Bitwarden Secrets ManagerHashiCorp Vault vs 1PasswordHashiCorp Vault vs SOPSDoppler vs AWS Secrets ManagerInfisical vs AWS Secrets ManagerAWS Secrets Manager vs Azure Key VaultAWS Secrets Manager vs Bitwarden Secrets ManagerAWS Secrets Manager vs 1PasswordAWS Secrets Manager vs SOPSAll twenty-eight 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.