Zero of fourteen models named AWS Secrets Manager first on the direct prompt; zero named Akeyless. AWS Secrets Manager was named by fourteen of the fourteen models and Akeyless by thirteen and AWS Secrets Manager carries 69 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, AWS Secrets Manager and Akeyless were named in the same answer eighty-eight times, of the 244 answers naming AWS Secrets Manager and the 150 naming Akeyless. In those answers Akeyless took the first choice seven times and AWS Secrets Manager zero.
| 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.
“Not recommended for small teams due to vendor lock-in and complexity.” Mistral Small · negative prompt · hard negative
“AWS Secrets Manager (costs add up)” Kimi K2 · budget prompt · hard negative
“Integrate HashiCorp Vault, AWS Secrets Manager, or Azure Key Vault instead of native Kubernetes secrets.” Muse Glimmer 30B · negative prompt · first choice
“Start with AWS Secrets Manager or Azure Key Vault if you're cloud-native” Claude Haiku 4.5 · paraphrase prompt · first choice
“If you're AWS-heavy, choose AWS Secrets Manager.” GPT-6 Luna · paraphrase 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.