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Workforce identity and SSO · October 2026 Edition

Microsoft Entra ID vs JumpCloud

Three of fourteen models named Microsoft Entra ID first on the direct prompt; three named JumpCloud. Microsoft Entra ID was named by fourteen of the fourteen models and JumpCloud by thirteen and Microsoft Entra ID carries 67 labels and JumpCloud 44, so the shares are not directly comparable.

Microsoft Entra ID

endorsed leader

Named in thirteen categories this edition.

JumpCloud

accepted challenger

Named in ten categories this edition.

First-choice share46%9%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate9%7%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#4A position in a field of 8; printed, not drawn.
Labels6744A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Microsoft Entra ID reading right to left. Rank and label count are printed, not drawn.Okta Workforce Identity was named alongside these two in fourteen of the fourteen direct answers. Microsoft Entra ID vs Okta Workforce Identity · Microsoft Entra ID vs OneLogin · Okta Workforce Identity vs JumpCloud

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 Workforce identity and SSO page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Microsoft Entra IDFirst choices, of fourteen modelsJumpCloud
Direct33
Paraphrase901 against JumpCloud
Comparative70
Budget-constrained121
Scale-constrained21
Negative006 against Microsoft Entra ID · 2 against JumpCloud
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, Microsoft Entra ID and JumpCloud were named in the same answer 165 times, of the 543 answers naming Microsoft Entra ID and the 336 naming JumpCloud. In those answers JumpCloud took the first choice fifty-one times and Microsoft Entra ID forty-five.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Microsoft Entra ID and JumpCloud 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
Microsoft Entra ID JumpCloud first choice named as an alternative argued againstblank: not namedEach cell is one answer, Microsoft Entra ID on the left and JumpCloud on the right.

The direct prompt

The plain question, one answer per model, grouped by where Microsoft Entra ID and JumpCloud stood in it.

Both were the first choice

1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.
Kimi K2JumpCloud, Microsoft Entra ID alternatives: Okta Workforce Identity, OneLogin

Microsoft Entra ID first, JumpCloud an alternative

2 of 14 modelsJumpCloud was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashMicrosoft Entra ID, Okta Workforce Identity alternatives: JumpCloud
GPT-6 LunaMicrosoft Entra ID alternatives: JumpCloud, Okta Workforce Identity

JumpCloud first, Microsoft Entra ID an alternative

2 of 14 modelsMicrosoft Entra ID was named in the answer but not as the choice, or not at all.
DeepSeek V4 FlashJumpCloud alternatives: Microsoft Entra ID, Okta Workforce Identity
MiniMax M2.5JumpCloud, OneLogin alternatives: Microsoft Entra ID, Okta Workforce Identity

Neither was the first choice, one was named

7 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Okta Workforce Identity alternatives: JumpCloud, OneLogin, tenfold
GPT-5.4 miniOkta Workforce Identity alternatives: CyberArk Identity, Microsoft Entra ID, Ping Identity
Perplexity SonarOkta Workforce Identity alternatives: Microsoft Entra ID, OneLogin
Grok 4.1 FastOkta Workforce Identity alternatives: Microsoft Entra ID, OneLogin
Qwen 3.7 FlashOkta Workforce Identity, OneLogin alternatives: JumpCloud, Microsoft Entra ID
GLM 4.7 FlashXOkta Workforce Identity alternatives: Microsoft Entra ID, OneLogin
Muse Glimmer 30BOneLogin alternatives: Microsoft Entra ID, Okta Workforce Identity

Neither was named

2 of 14 modelsThe answer made no first choice from these two in this category.
Mistral SmallOneLogin alternatives: Okta Workforce Identity, Ping Identity
Llama 4 MaverickOkta Workforce Identity, OneLogin

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
JumpCloud leads by sixteen points.
JumpCloud48%#1 of 9
Microsoft Entra ID32%#2 of 9
The full small business standing →
Mid-marketThe figures above
The order flips: Microsoft Entra ID leads at mid-market.
Microsoft Entra ID46%#1 of 8
JumpCloud9%#4 of 8
The full mid-market standing →
Enterprise
Microsoft Entra ID leads by forty-nine points.
Microsoft Entra ID49%#1 of 9
JumpCloud0%#8 of 9
The full enterprise standing →

What the models said about Microsoft Entra ID

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

“Bottom Line: For most small businesses with tight budgets, Microsoft Entra ID (if on M365) or OneLogin Basic ($3/user/month) offer the best balance of features and cost.” Qwen 3.7 Flash · budget prompt · first choice

What the models said about JumpCloud

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

“It has had a major nation-state incident and ongoing external security findings.” Muse Glimmer 30B · negative prompt · soft negative
“Treat that as a prompt to examine its incident report and current controls” GPT-6 Luna · negative prompt · soft negative
“JumpCloud: Highly popular in the mid-market. It uniquely combines Cloud Directory, SSO, MFA, and Device Management (MDM)... ideal if you want to consolidate multiple IT tools” Gemini 3.5 Flash · scale prompt · first choice
“The Best All-Rounder for Small/Mid-Sized Teams: JumpCloud ... JumpCloud is the best value.” GLM 4.7 FlashX · budget prompt · first choice
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.