Six of fourteen models named HashiCorp Vault first on the direct prompt; zero named Akeyless. HashiCorp Vault was named by fourteen of the fourteen models and Akeyless by thirteen and HashiCorp Vault carries 81 labels and Akeyless 34, so the shares are not directly comparable.
Named in eight categories this edition.
Named in four 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, HashiCorp Vault and Akeyless were named in the same answer 133 times, of the 471 answers naming HashiCorp Vault and the 150 naming Akeyless. In those answers Akeyless took the first choice five times and HashiCorp Vault forty-eight.
| 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. Five of six in this category shown.
“Often recommended to avoid unless you already have a dedicated platform/security team” Mistral Small · negative prompt · hard negative
“Avoid: HashiCorp Vault Community Edition (licensing changes)” Kimi K2 · budget prompt · hard negative
“HashiCorp Vault (HCP / Enterprise) | Multi-cloud, complex enterprise policies, dynamic secrets, heavy compliance. | Steep learning curve... HCP (managed) recommended.” Gemini 3.5 Flash · scale prompt · first choice
“For most modern deployments, HashiCorp Vault (open-source or Cloud) or a major cloud provider's native solution are the most cautious choices” MiniMax M2.5 · negative prompt · first choice
“Centralized secrets management solutions, such as HashiCorp Vault, AWS Secrets Manager or Azure Key Vault, help regain control” Claude Haiku 4.5 · negative 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.
“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
“they're generally better when your governance needs are less complex” GPT-5.4 mini · direct prompt · soft negative
“Multi-cloud enterprise with dynamic credentials: HashiCorp Vault or Akeyless.” Perplexity Sonar · comparative prompt · first choice
“If you're cloud-agnostic or hybrid, evaluate HCP Vault or Akeyless.” Kimi K2 · scale prompt · first choice
“Akeyless is a true cloud-native secrets management platform, eliminating the complexity of hosting and maintaining vaults” Claude Haiku 4.5 · comparative 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.