Zero of fourteen models named Infisical first on the direct prompt; one named Azure Key Vault. Infisical was named by thirteen of the fourteen models and Azure Key Vault by fourteen and Infisical carries 43 labels and Azure Key Vault 47, so the shares are not directly comparable.
Named in three 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, Infisical and Azure Key Vault were named in the same answer seventy-five times, of the 164 answers naming Infisical and the 152 naming Azure Key Vault. In those answers Azure Key Vault took the first choice one time and Infisical eighteen.
| 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. Three of four in this category shown.
“Infisical Pro at $18/identity/month is often the best value for startups seeking affordable, developer-friendly secrets management with minimal operational overhead.” Muse Glimmer 30B · budget prompt · first choice
“Infisical is often cited as the best open‑source choice for 2026 because it balances a generous free tier with strong features and a polished developer experience.” GLM 4.7 FlashX · budget prompt · first choice
“My recommendation for tight budgets: Infisical or HashiCorp Vault (self-hosted)” MiniMax M2.5 · budget 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.