Lumos vs Zluri
Four of fourteen models named Lumos first on the direct prompt; one named Zluri. Lumos was named by ten of the fourteen models and Zluri by nine and Lumos carries 24 labels and Zluri 13, so the shares are not directly comparable.
Named in five categories this edition.
Named in ten 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.
By framing
LumosFirst choices, of fourteen modelsZluri
Across every category in the October 2026 Edition, Lumos and Zluri were named in the same answer thirty-seven times, of the 84 answers naming Lumos and the 194 naming Zluri. In those answers Zluri took the first choice zero times and Lumos three.
Every model, every framing
| 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 | | | |
Lumos Zluri first choice named as an alternative argued againstblank: not namedEach cell is one answer, Lumos on the left and Zluri on the right.The direct prompt
Lumos first, Zluri an alternative
4 of 14 modelsZluri was named in the answer but not as the choice, or not at all.Zluri first, Lumos not the choice
1 of 14 modelsLumos was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.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
What the models said about Lumos
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
What the models said about Zluri
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“mid-market-friendly options ... like Zluri, Lumos, Corma, or integrations with Okta/Microsoft Entra ID may fit better” Grok 4.1 Fast · scale 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.