Secrets management · September 2026 Edition
HashiCorp Vault vs Infisical
Three of twelve models named HashiCorp Vault first on the direct prompt; two named Infisical. HashiCorp Vault was named by twelve of the twelve models and Infisical by eleven and HashiCorp Vault carries 66 labels and Infisical 40, so the shares are not directly comparable.
Named in four categories this edition.
Named in two categories this edition.
First-choice share30%18%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate33%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 11; printed, not drawn.
Labels6640A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, HashiCorp Vault reading right to left. Rank and label count are printed, not drawn.Doppler was named alongside these two in ten of the twelve direct answers. Doppler vs HashiCorp Vault · Doppler vs Infisical
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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.
By framing
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
HashiCorp VaultFirst choices, of twelve modelsInfisical
Direct326 against HashiCorp Vault
Paraphrase802 against HashiCorp Vault
Comparative80
Budget-constrained275 against HashiCorp Vault
Scale-constrained412 against HashiCorp Vault
Negative007 against HashiCorp Vault · 2 against Infisical
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
The direct prompt
The plain question, one answer per model, grouped by where HashiCorp Vault and Infisical stood in it.
HashiCorp Vault first, Infisical an alternative
3 of 12 modelsInfisical was named in the answer but not as the choice, or not at all.GPT-5.4 miniHashiCorp Vault alternatives: AWS Secrets Manager, Azure Key Vault
GLM 4.7 FlashXDoppler, HashiCorp Vault alternatives: 1Password, AWS Secrets Manager, Azure Key Vault
MiniMax M2.5Doppler, HashiCorp Vault alternatives: AWS Secrets Manager, Azure Key Vault, Google Secret Manager, Infisical
Infisical first, HashiCorp Vault not the choice
2 of 12 modelsHashiCorp Vault was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Doppler, Infisical alternatives: AWS Secrets Manager
Gemini 3.5 FlashDoppler, Infisical alternatives: AWS Secrets Manager
Neither was the first choice, one was named
5 of 12 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarDoppler alternatives: AWS Secrets Manager, HashiCorp Vault, Infisical
Grok 4.1 FastDoppler alternatives: 1Password, AWS Secrets Manager, Infisical
Mistral Small1Password, Doppler alternatives: AWS Secrets Manager, HashiCorp Vault
Qwen 3.7 FlashDoppler alternatives: EnvManager, Infisical
Kimi K21Password, Doppler alternatives: Infisical
Neither was named
2 of 12 modelsThe answer made no first choice from these two in this category.DeepSeek V4 FlashDoppler alternatives: AWS Secrets Manager
Llama 4 Maverickno first choice
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Infisical leads by twenty points.
Infisical25%#2 of 10HashiCorp Vault5%#5 of 10Mid-marketThe figures above
The order flips: HashiCorp Vault leads at mid-market.
HashiCorp Vault30%#2 of 11Infisical18%#3 of 11Enterprise
HashiCorp Vault leads by seventy-two points.
HashiCorp Vault75%#1 of 9Infisical2%#6 of 9What the models said about HashiCorp Vault
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“the massive operational overhead required to deploy, patch, and scale a self-hosted Vault cluster make it a poor recommendation for mid-sized companies” Gemini 3.5 Flash · paraphrase prompt · hard negative
“Vault is notoriously difficult to configure, maintain, and scale... the operational "Vault tax" is rarely worth it for a mid-market company” Gemini 3.5 Flash · direct prompt · hard negative
“HashiCorp explicitly says Vault Kubernetes Key Management is a beta feature and "strongly discourage[s] using beta features in production deployments of Vault."” GPT-5.4 mini · negative prompt · soft negative
“If you're multi-cloud, hybrid, or on-prem + cloud ... → invest in HashiCorp Vault. It's the only option that governs secrets across every environment from one control plane” DeepSeek V4 Flash · paraphrase prompt · first choice
“Vault is arguably the most popular standalone solution... If you are an Enterprise with mixed environments: You likely need HashiCorp Vault or CyberArk.” Qwen 3.7 Flash · comparative prompt · first choice
“I'd recommend starting with HashiCorp Vault—ideally the open-source Community Edition (free) self-hosted, or their managed HCP Vault” Grok 4.1 Fast · paraphrase prompt · first choice
What the models said about Infisical
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Younger ecosystem; also note that Infisical Cloud dropped default end-to-end encryption” DeepSeek V4 Flash · negative prompt · soft negative
“Infisical may be a relatively new and untested ecosystem” Llama 4 Maverick · negative prompt · soft negative
“For the best balance of cost and features, Infisical (self-hosted) and Bitwarden Secrets Manager (SaaS) are the most budget-friendly options” Mistral Small · budget prompt · first choice
“Doppler or Infisical are solid choices due to their balance of features, ease of use, and developer-friendly approach” Claude Haiku 4.5 · direct prompt · first choice
“A modern, developer-friendly open-source alternative to Doppler... Set up a trial of Doppler or Infisical” Gemini 3.5 Flash · scale prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.