Three of fourteen models named Infisical first on the direct prompt; zero named Azure Key Vault. Infisical was named by thirteen of the fourteen models and Azure Key Vault by fourteen and Infisical carries 46 labels and Azure Key Vault 58, so the shares are not directly comparable.
Named in five categories this edition.
Named in six 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 November 2026 Edition, Infisical and Azure Key Vault were named in the same answer ninety-seven times, of the 196 answers naming Infisical and the 204 naming Azure Key Vault. In those answers Azure Key Vault took the first choice five times and Infisical twenty-one.
| 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 |
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 five in this category shown.
“Other niche or less-mature tools (e.g., Infisical, Doppler, Akeyless as Vault alternatives ... Newer tools may have smaller communities” Grok 4.20 · negative prompt · soft negative
“Start with Infisical (Cloud) or Doppler. They are designed to lower the cognitive load for small teams.” Qwen 3.7 Flash · budget prompt · first choice
“Infisical (open-source self-hosted edition) is often the best choice for a company with a limited budget.” Grok 4.20 · budget prompt · first choice
“The best secrets management tool for a company with a limited budget is Infisical, which offers a free tier” Llama 4 Maverick · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five 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
“Start with AWS Secrets Manager or Azure Key Vault if you're cloud-native” Claude Haiku 4.5 · paraphrase prompt · first choice
“Azure‑centric stack → Azure Key Vault” GLM 4.7 FlashX · paraphrase prompt · first choice
“such as HashiCorp Vault, AWS Secrets Manager or Azure Key Vault, help regain control by storing secrets in a secure, centralized vault” Claude Haiku 4.5 · negative 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.