Non-human identity management · October 2026 Edition
Entro Security vs HashiCorp Vault
Three of fourteen models named Entro Security first on the direct prompt; zero named HashiCorp Vault. Entro Security was named by eleven of the fourteen models and HashiCorp Vault by fourteen and Entro Security carries 24 labels and HashiCorp Vault 40, so the shares are not directly comparable.
Named in one category this edition.
Named in five categories this edition.
First-choice share9%7%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate25%30%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#5A position in a field of 16; printed, not drawn.
Labels2440A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Entro Security reading right to left. Rank and label count are printed, not drawn.JumpCloud vs Entro Security · JumpCloud vs HashiCorp Vault · Entro Security vs GitGuardian NHI Governance
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 non-human identity management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Entro SecurityFirst choices, of fourteen modelsHashiCorp Vault
Direct301 against Entro Security · 3 against HashiCorp Vault
Paraphrase111 against Entro Security · 1 against HashiCorp Vault
Comparative11
Budget-constrained022 against Entro Security · 3 against HashiCorp Vault
Scale-constrained001 against Entro Security
Negative001 against Entro Security · 4 against HashiCorp Vault
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Entro Security and HashiCorp Vault stood in it.
| 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 | | | | |
Entro Security HashiCorp Vault first choice named as an alternative argued againstblank: not namedEach cell is one answer, Entro Security on the left and HashiCorp Vault on the right.The direct prompt
The plain question, one answer per model, grouped by where Entro Security and HashiCorp Vault stood in it.
Entro Security first, HashiCorp Vault an alternative
3 of 14 modelsHashiCorp Vault was named in the answer but not as the choice, or not at all.GPT-5.4 miniEntro Security alternatives: Akeyless, One Identity Manager
Gemini 3.5 FlashEntro Security alternatives: Aembit, Akeyless, Oasis Security
Muse Glimmer 30BEntro Security, Oasis alternatives: Aembit, AppViewX, CyberArk Identity Security Platform, Defakto, HashiCorp Vault, JumpCloud, Keyfactor, Venafi
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5JumpCloud alternatives: Delinea, HashiCorp Vault, Natoma, Oasis Security
Mistral SmallAembit alternatives: Entro Security, Oasis Security
DeepSeek V4 FlashToken Security alternatives: Astrix Security, Entro Security
GPT-6 LunaToken Security alternatives: Aembit, Astrix Security, Cisco, Cyera, Entro Security, Oasis, SailPoint
Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.Perplexity SonarFrontegg alternatives: Descope, OneLogin, Stytch, WorkOS
Grok 4.1 FastJumpCloud alternatives: Aembit, Akeyless, Astrix Security, One Identity
Llama 4 Maverickno first choice alternatives: One Identity
Qwen 3.7 FlashJumpCloud alternatives: Aembit, Akeyless, One Identity
Kimi K2JumpCloud alternatives: Aembit, P0 Security
GLM 4.7 FlashXMicrosoft Entra ID alternatives: KeeperPAM, Oasis Security, One Identity
MiniMax M2.5JumpCloud alternatives: Oasis Security, One Identity, Saviynt Identity Cloud
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
HashiCorp Vault leads by six points.
HashiCorp Vault6%#4 of 17Entro Security0%#15 of 17Mid-marketThe figures above
The order flips: Entro Security leads at mid-market.
Entro Security9%#2 of 16HashiCorp Vault7%#5 of 16Enterprise
The order flips: HashiCorp Vault leads at enterprise.
HashiCorp Vault8%#3 of 15Entro Security0%#12 of 15What the models said about Entro Security
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“What to Avoid on a Tight Budget ... Entro Security | Enterprise-only; ~$50K/yr” DeepSeek V4 Flash · budget prompt · hard negative
“unlike enterprise NHI tools (e.g., CyberArk, SailPoint, Entro) that start at tens of thousands annually” Grok 4.1 Fast · budget prompt · soft negative
“CyberArk / Entro | Enterprise-grade, rotation/privileges | Higher cost” Grok 4.1 Fast · scale prompt · soft negative
“SaaS sprawl + CI/CD + API keys / tokens → Entro Starter Pack or Oasis Starter Pack via AWS Marketplace is the most frequently cited mid-market entry point.” Muse Glimmer 30B · direct prompt · first choice
“Best for Heavy CI/CD, Code, & Multi-Cloud Environments: Entro Security ... love Entro's ease of onboarding and intuitive UI” Gemini 3.5 Flash · direct prompt · first choice
“Start with Entro Security if your main objective is to inventory, secure, and govern NHIs quickly.” GPT-5.4 mini · direct prompt · first choice
What the models said about HashiCorp Vault
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Pure secrets managers (HashiCorp Vault alone): Don't solve the full NHI governance problem” Kimi K2 · direct prompt · hard negative
“HashiCorp Vault (open-source Community Edition) stands out as the best non-human identity management (NHIAM) platform for a company with a limited budget.” Grok 4.1 Fast · budget prompt · first choice
Also compared
JumpCloud vs Entro SecurityJumpCloud vs HashiCorp VaultEntro Security vs GitGuardian NHI GovernanceEntro Security vs AkeylessEntro Security vs DelineaEntro Security vs AembitEntro Security vs Token SecurityGitGuardian NHI Governance vs HashiCorp VaultAkeyless vs HashiCorp VaultHashiCorp Vault vs DelineaHashiCorp Vault vs AembitHashiCorp Vault vs Token SecurityAll twenty-eight head-to-head pages and the full NHI management standing
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.