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Index › Identity and access › NHI management › GitGuardian NHI Governance vs Aembit
Non-human identity management · October 2026 Edition

GitGuardian NHI Governance vs Aembit

Zero of fourteen models named GitGuardian NHI Governance first on the direct prompt; one named Aembit. GitGuardian NHI Governance was named by ten of the fourteen models and Aembit by nine and GitGuardian NHI Governance carries 13 labels and Aembit 16, so the shares are not directly comparable.

GitGuardian NHI Governance

accepted challenger

Named in one category this edition.

Aembit

accepted challenger

Named in one category this edition.

First-choice share9%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate8%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#7A position in a field of 16; printed, not drawn.
Labels1316A 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 Aembit · 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 modelsAembit
Direct01
Paraphrase00
Comparative001 against Aembit
Budget-constrained411 against GitGuardian NHI Governance
Scale-constrained00
Negative00
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.

Across every category in the October 2026 Edition, GitGuardian NHI Governance and Aembit were named in the same answer fourteen times, of the 35 answers naming GitGuardian NHI Governance and the 51 naming Aembit. In those answers Aembit took the first choice nine times and GitGuardian NHI Governance one.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where GitGuardian NHI Governance and Aembit stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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 Aembit first choice named as an alternative argued againstblank: not namedEach cell is one answer, GitGuardian NHI Governance on the left and Aembit on the right.

The direct prompt

The plain question, one answer per model, grouped by where GitGuardian NHI Governance and Aembit stood in it.

Aembit first, GitGuardian NHI Governance not the choice

1 of 14 modelsGitGuardian NHI Governance was named in the answer but not as the choice, or not at all.
Mistral SmallAembit alternatives: Entro Security, Oasis Security

Neither was the first choice, one was named

6 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Gemini 3.5 FlashEntro Security alternatives: Aembit, Akeyless, Oasis Security
Grok 4.1 FastJumpCloud alternatives: Aembit, Akeyless, Astrix Security, One Identity
Qwen 3.7 FlashJumpCloud alternatives: Aembit, Akeyless, One Identity
Kimi K2JumpCloud alternatives: Aembit, P0 Security
GPT-6 LunaToken Security alternatives: Aembit, Astrix Security, Cisco, Cyera, Entro Security, Oasis, SailPoint
Muse Glimmer 30BEntro Security, Oasis alternatives: Aembit, AppViewX, CyberArk Identity Security Platform, Defakto, HashiCorp Vault, JumpCloud, Keyfactor, Venafi

Neither was named

7 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5JumpCloud alternatives: Delinea, HashiCorp Vault, Natoma, Oasis Security
GPT-5.4 miniEntro Security alternatives: Akeyless, One Identity Manager
Perplexity SonarFrontegg alternatives: Descope, OneLogin, Stytch, WorkOS
DeepSeek V4 FlashToken Security alternatives: Astrix Security, Entro Security
Llama 4 Maverickno first choice alternatives: One Identity
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
Aembit leads by six points.
Aembit10%#2 of 17
GitGuardian NHI Governance4%#7 of 17
The full small business standing →
Mid-marketThe figures above
The order flips: GitGuardian NHI Governance leads at mid-market.
GitGuardian NHI Governance9%#3 of 16
Aembit5%#7 of 16
The full mid-market standing →
Enterprise
The order flips: Aembit leads at enterprise.
Aembit8%#2 of 15
GitGuardian NHI Governance0%#– of 15
The full enterprise standing →

What 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 Aembit

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“Newer, smaller market share” GLM 4.7 FlashX · comparative prompt · soft negative
“Aembit stands out as the best pure-play non-human identity management platform” Mistral Small · direct prompt · first choice
“Aembit is my pick for low-cost managed workload access” GPT-6 Luna · budget prompt · first choice
“Secretless workload-to-workload access—replacing static credentials rather than just cataloging them | Aembit” GPT-6 Luna · direct prompt · alternative
Also compared

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.