Four of fourteen models named HashiCorp Vault first on the direct prompt; one named Azure Key Vault. Both were named by all fourteen models and HashiCorp Vault carries 77 labels and Azure Key Vault 47, so the shares are not directly comparable.
Named in five categories this edition.
Named in three categories this edition.
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.
Across every category in the October 2026 Edition, HashiCorp Vault and Azure Key Vault were named in the same answer 137 times, of the 403 answers naming HashiCorp Vault and the 152 naming Azure Key Vault. In those answers Azure Key Vault took the first choice three times and HashiCorp Vault fifty-seven.
| 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 |
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.
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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“⚠️ Configuration-Dependent Risks ... Common misconfiguration: Public network access enabled” Kimi K2 · negative prompt · soft negative
“Microsoft disclosed a maximum-severity elevation-of-privilege flaw in Azure Key Vault” MiniMax M2.5 · negative prompt · soft negative
“Cloud-vendor tools (e.g., ... Azure Key Vault): Why cautious? Strong vendor lock-in” Grok 4.1 Fast · negative prompt · soft negative
“HashiCorp Vault or Azure Key Vault are the most versatile and widely recommended” Mistral Small · paraphrase prompt · first choice
“Azure Key Vault if you're mostly on Azure” GPT-5.4 mini · direct prompt · first choice
“Use only cloud-native tools like AWS Secrets Manager or Azure Key Vault if your stack is essentially confined to one cloud provider.” Perplexity Sonar · paraphrase prompt · alternative
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.