Non-human identity management · October 2026 Edition
GitGuardian NHI Governance vs HashiCorp Vault
Zero of fourteen models named GitGuardian NHI Governance first on the direct prompt; zero named HashiCorp Vault. GitGuardian NHI Governance was named by ten of the fourteen models and HashiCorp Vault by fourteen and GitGuardian NHI Governance carries 13 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 rate8%30%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#5A position in a field of 16; printed, not drawn.
Labels1340A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, GitGuardian NHI Governance reading right to left. Rank and label count are printed, not drawn.JumpCloud vs GitGuardian NHI Governance · 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.
GitGuardian NHI GovernanceFirst choices, of fourteen modelsHashiCorp Vault
Direct003 against HashiCorp Vault
Paraphrase011 against HashiCorp Vault
Comparative01
Budget-constrained421 against GitGuardian NHI Governance · 3 against HashiCorp Vault
Scale-constrained00
Negative004 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 GitGuardian NHI Governance 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 | | | | |
GitGuardian NHI Governance HashiCorp Vault first choice named as an alternative argued againstblank: not namedEach cell is one answer, GitGuardian NHI Governance on the left and HashiCorp Vault on the right.The direct prompt
The plain question, one answer per model, grouped by where GitGuardian NHI Governance and HashiCorp Vault stood in it.
Neither was the first choice, one was named
2 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
Muse Glimmer 30BEntro Security, Oasis alternatives: Aembit, AppViewX, CyberArk Identity Security Platform, Defakto, HashiCorp Vault, JumpCloud, Keyfactor, Venafi
Neither was named
12 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniEntro Security alternatives: Akeyless, One Identity Manager
Gemini 3.5 FlashEntro Security alternatives: Aembit, Akeyless, Oasis Security
Perplexity SonarFrontegg alternatives: Descope, OneLogin, Stytch, WorkOS
Grok 4.1 FastJumpCloud alternatives: Aembit, Akeyless, Astrix Security, One Identity
Mistral SmallAembit alternatives: Entro Security, Oasis Security
DeepSeek V4 FlashToken Security alternatives: Astrix Security, Entro Security
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
GPT-6 LunaToken Security alternatives: Aembit, Astrix Security, Cisco, Cyera, Entro Security, Oasis, SailPoint
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 two points.
HashiCorp Vault6%#4 of 17GitGuardian NHI Governance4%#7 of 17Mid-marketThe figures above
The order flips: GitGuardian NHI Governance leads at mid-market.
GitGuardian NHI Governance9%#3 of 16HashiCorp Vault7%#5 of 16Enterprise
The order flips: HashiCorp Vault leads at enterprise.
HashiCorp Vault8%#3 of 15GitGuardian NHI Governance0%#– of 15What the models said about GitGuardian NHI Governance
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“also mentioned as free or low-cost options, but they are more specialized and may not cover all non-human identity management needs” Mistral Small · budget prompt · soft negative
“GitGuardian offers the easiest entry point with its free tier and transparent pricing model, making it ideal for companies just starting with NHI management.” Claude Haiku 4.5 · budget prompt · first choice
“I'd start with JumpCloud's free tier or GitGuardian's free tier” MiniMax M2.5 · budget prompt · first choice
“the strongest low-cost option in the results is GitGuardian” Perplexity Sonar · budget 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 GitGuardian NHI GovernanceJumpCloud vs HashiCorp VaultEntro Security vs GitGuardian NHI GovernanceEntro Security vs HashiCorp VaultGitGuardian NHI Governance vs AkeylessGitGuardian NHI Governance vs DelineaGitGuardian NHI Governance vs AembitGitGuardian NHI Governance vs Token SecurityAkeyless 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.