Eleven of fourteen models named Microsoft Entra ID first on the direct prompt; zero named OneLogin. Microsoft Entra ID was named by fourteen of the fourteen models and OneLogin by thirteen and Microsoft Entra ID carries 72 labels and OneLogin 41, so the shares are not directly comparable.
Named in twelve categories this edition.
Named in five categories this edition.
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.
Across every category in the November 2026 Edition, Microsoft Entra ID and OneLogin were named in the same answer 109 times, of the 600 answers naming Microsoft Entra ID and the 127 naming OneLogin. In those answers OneLogin took the first choice three times and Microsoft Entra ID forty-seven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Microsoft Entra ID when your estate is not Microsoft-centered. It can be excellent for Microsoft 365, but non-Microsoft integrations and the best value are less compelling outside that ecosystem.” Perplexity Sonar · negative prompt · soft negative
“stick to the core Identity capabilities provided by your directory provider (Microsoft Entra ID or Okta) which are generally robust and low-maintenance” Qwen 3.7 Flash · negative prompt · first choice
“Start with JumpCloud if you want a unified platform that can grow with you, or Microsoft Entra ID if you're already in the Microsoft ecosystem.” Kimi K2 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“Since being acquired by One Identity, product priorities and support experiences have shifted.” Gemini 3.5 Flash · negative prompt · soft negative
“viable for very basic needs but rank lower in overall reviews for features and support” Grok 4.20 · budget prompt · soft negative
“History of a severe breach... makes it riskier for mission-critical environments” Grok 4.20 · negative prompt · soft negative
“JumpCloud or OneLogin would be the best starting points for a budget-conscious company” MiniMax M2.5 · budget prompt · first choice
“OneLogin is the best independent value proposition for mid-market teams.” DeepSeek V4 Flash · paraphrase prompt · first choice
“The balanced mid-market default is OneLogin” Muse Glimmer 30B · paraphrase prompt · first choice
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.