Three of fourteen models named Infisical first on the direct prompt; zero named Akeyless. Infisical was named by thirteen of the fourteen models and Akeyless by thirteen and Infisical carries 46 labels and Akeyless 34, so the shares are not directly comparable.
Named in five 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, Infisical and Akeyless were named in the same answer sixty-eight times, of the 196 answers naming Infisical and the 150 naming Akeyless. In those answers Akeyless took the first choice five times and Infisical ten.
| 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.
“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.