Four of fourteen models named Lumos first on the direct prompt; zero named One Identity Manager. Lumos was named by ten of the fourteen models and One Identity Manager by thirteen and Lumos carries 24 labels and One Identity Manager 32, so the shares are not directly comparable.
Named in five categories this edition.
Named in two 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 identity governance page.
Across every category in the October 2026 Edition, Lumos and One Identity Manager were named in the same answer twenty-one times, of the 84 answers naming Lumos and the 85 naming One Identity Manager. In those answers One Identity Manager took the first choice two times and Lumos four.
| 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 |
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. Four of five in this category shown.
“Caution for Hard-Compliance Environments... Feature gaps for legacy/on-prem systems” Gemini 3.5 Flash · negative prompt · soft negative
“Lumos is best for mid-market companies focused on automating access requests and approvals across SaaS apps” Muse Glimmer 30B · direct prompt · first choice
“Zluri, Lumos, ConductorOne — Built for mid-market; faster deployments ($), lower administrative burden” Qwen 3.7 Flash · scale prompt · first choice
“the best identity governance platform is usually Lumos if you want the fastest path to value” Perplexity Sonar · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“be cautious with enterprise-scale suites like SailPoint IdentityIQ, Saviynt and One Identity because of administrative overhead and TCO” Muse Glimmer 30B · negative prompt · soft negative
“require custom quotes and have enterprise IGA contracts that typically range from $100,000 to $500,000+ per year” Llama 4 Maverick · budget prompt · soft negative
“Support quality has been a recurring complaint with delayed responses and insufficient hotfix communication” Claude Haiku 4.5 · negative prompt · soft negative
“OneLogin and One Identity are top choices due to their scalability, modularity, and strong governance features” Mistral Small · paraphrase prompt · first choice
“### 1. One Identity Identity Manager ... it is proven and stable.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Need modular on-prem/hybrid governance + PAM with phased adoption → One Identity Identity Manager / Active Roles.” Muse Glimmer 30B · direct prompt · alternative
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.