Four of fourteen models named HashiCorp Vault first on the direct prompt; zero named Bitwarden Secrets Manager. HashiCorp Vault was named by fourteen of the fourteen models and Bitwarden Secrets Manager by eleven and HashiCorp Vault carries 77 labels and Bitwarden Secrets Manager 17, so the shares are not directly comparable.
Named in five 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, HashiCorp Vault and Bitwarden Secrets Manager were named in the same answer sixty times, of the 403 answers naming HashiCorp Vault and the 71 naming Bitwarden Secrets Manager. In those answers Bitwarden Secrets Manager took the first choice ten times and HashiCorp Vault twelve.
| 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. Four of four in this category shown.
“for a mid-sized B2B company, it is generally no longer recommended unless you have a dedicated platform team” Gemini 3.5 Flash · paraphrase prompt · hard negative
“Start with Delinea if you need a balanced, mid-market-focused PAM solution, or HashiCorp Vault if you have strong DevOps capabilities” Kimi K2 · direct prompt · first choice
“HashiCorp Vault remains the most capable and widely deployed, making it ideal if you have multi-cloud environments and complex requirements.” Claude Haiku 4.5 · direct prompt · first choice
“For most mid-market B2B companies with a mix of cloud and on-premises needs, HashiCorp Vault is the most flexible and scalable choice” Mistral Small · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“1Password / Bitwarden ... *Cons:* Not designed for automated machine-to-machine communication” Qwen 3.7 Flash · scale prompt · soft negative
“researchers demonstrating 12 attack scenarios against Bitwarden” Claude Haiku 4.5 · negative prompt · soft negative
“The best secrets management tool for a company with a limited budget is Bitwarden Secrets Manager, as it is an open-source solution that delivers solid value.” Llama 4 Maverick · budget prompt · first choice
“The "Best Overall" Low-Cost Solution: Bitwarden Secrets Manager” Qwen 3.7 Flash · budget prompt · first choice
“brings open-source transparency to developer secrets and is self-hostable for teams needing data sovereignty on a budget” Claude Haiku 4.5 · budget 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.