Four of fourteen models named HashiCorp Vault first on the direct prompt; nine named Doppler. HashiCorp Vault was named by fourteen of the fourteen models and Doppler by thirteen and HashiCorp Vault carries 77 labels and Doppler 51, so the shares are not directly comparable.
Named in five categories this edition.
Named in two 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 Doppler were named in the same answer 162 times, of the 403 answers naming HashiCorp Vault and the 179 naming Doppler. In those answers Doppler took the first choice fifty-nine times and HashiCorp Vault forty.
| 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. Three of four in this category shown.
“Doppler is widely considered the top choice for mid-market companies because it prioritizes developer experience while providing robust governance.” Qwen 3.7 Flash · direct prompt · first choice
“the best overall choice is usually Doppler if you want a managed, developer-friendly tool with a free tier for small teams” Perplexity Sonar · budget prompt · first choice
“the best default choice is usually Doppler if you want the fastest path to a managed, team-friendly secrets platform” Perplexity Sonar · direct prompt · first choice
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.