# Lumos vs ConductorOne: which do AI models recommend for IGA, October 2026

IT AI Recommendation Index, October 2026 Edition, Identity governance. Four of fourteen models named Lumos first on the direct prompt; one named ConductorOne. Page: https://it-ai-index.com/identity/identity-governance/lumos-vs-conductorone/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Lumos | 12% | #2 of 13 | 4% | 24 | 10 of 14 |
| ConductorOne | 5% | #6 of 13 | 13% | 15 | 8 of 14 |

## The direct prompt, model by model

- Qwen 3.7 Flash: both first (first choices: ConductorOne, Lumos) (alternatives: Microsoft Entra ID Governance, tenfold)
- Gemini 3.5 Flash: lumos first (first choices: C1, Lumos) (alternatives: AccessOwl, Corma, Microsoft Entra ID Governance, Okta Identity Governance, Zilla Security)
- Perplexity Sonar: lumos first (first choices: Lumos) (alternatives: Microsoft Entra ID Governance, Omada Identity, SailPoint Identity Security Cloud, Saviynt Enterprise Identity Cloud)
- Muse Glimmer 30B: lumos first (first choices: Lumos) (alternatives: Iden, Linx, Omada Identity, One Identity Manager, Opal Security, Zluri)
- Claude Haiku 4.5: neither first, one named (alternatives: ConductorOne, Lumos, Omada Identity, Zluri, tenfold)
- Grok 4.1 Fast: neither first, one named (first choices: Saviynt Enterprise Identity Cloud) (alternatives: ConductorOne, Microsoft Entra ID Governance, One Identity Manager, SailPoint Identity Security Cloud, Tools4ever HelloID)
- Mistral Small: neither first, one named (first choices: Okta Identity Governance, SailPoint Identity Security Cloud) (alternatives: Lumos, Saviynt Enterprise Identity Cloud)
- DeepSeek V4 Flash: neither first, one named (first choices: Microsoft Entra ID Governance) (alternatives: ConductorOne, Okta Identity Governance, Omada Identity)
- GPT-6 Luna: neither first, one named (first choices: Microsoft Entra ID Governance) (alternatives: ConductorOne, Okta Identity Governance, SailPoint Identity Security Cloud, Saviynt Enterprise Identity Cloud)
- GPT-5.4 mini: neither named (first choices: Okta Identity Governance) (alternatives: Microsoft Entra ID Governance, SailPoint Identity Security Cloud)
- Llama 4 Maverick: neither named (first choices: Omada Identity) (alternatives: One Identity Manager)
- Kimi K2: neither named (first choices: Omada Identity) (alternatives: Microsoft Entra ID Governance, Netwrix Identity Manager, SailPoint Identity Security Cloud, Saviynt Enterprise Identity Cloud)
- GLM 4.7 FlashX: neither named (first choices: Microsoft Entra ID Governance) (alternatives: Iden, Omada Identity, One Identity Manager, SailPoint Identity Security Cloud, Saviynt Enterprise Identity Cloud, Zluri, tenfold)
- MiniMax M2.5: neither named (first choices: Omada Identity, Zluri) (alternatives: SailPoint Identity Security Cloud, Tools4ever HelloID)

## What the models said about Lumos

- "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 ConductorOne

- "Outages at scale, coverage gaps ... CEL query complexity, add-on pricing." (Grok 4.1 Fast, negative prompt, soft negative)
- "these lightweight tools will struggle to bridge the gap" (Gemini 3.5 Flash, negative prompt, soft negative)
- "Zluri, Lumos, ConductorOne — Built for mid-market; faster deployments ($), lower administrative burden" (Qwen 3.7 Flash, scale prompt, first choice)
- "I'd recommend ConductorOne as a strong starting point." (Grok 4.1 Fast, paraphrase prompt, first choice)
- "Recommendation: Lumos or ConductorOne" (Qwen 3.7 Flash, direct prompt, first choice)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.