Two of fourteen models named Okta Identity Governance first on the direct prompt; one named ConductorOne. Okta Identity Governance was named by twelve of the fourteen models and ConductorOne by eight and Okta Identity Governance carries 34 labels and ConductorOne 15, so the shares are not directly comparable.
Named in three 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, Okta Identity Governance and ConductorOne were named in the same answer twenty-one times, of the 100 answers naming Okta Identity Governance and the 46 naming ConductorOne. In those answers ConductorOne took the first choice three times and Okta Identity Governance two.
| 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. Six of eight in this category shown.
“More expensive (~$6+/user/month), but if you're already on Okta for SSO, the governance add-on may be cheaper” DeepSeek V4 Flash · budget prompt · soft negative
“This is not a viable standalone IGA platform, has limited advanced controls compared to dedicated vendors” Claude Haiku 4.5 · negative prompt · soft negative
“Limited functionality with non-Okta systems; Complex workflows still require custom coding” MiniMax M2.5 · negative prompt · soft negative
“Start by getting a quote for Entra ID Governance or Okta Identity Governance. This will usually be your fastest and most cost-effective setup.” Gemini 3.5 Flash · budget prompt · first choice
“If Okta is your identity provider, Okta Identity Governance keeps everything on one directory and policy model.” Muse Glimmer 30B · paraphrase prompt · first choice
“the best default choice is usually Okta Identity Governance” GPT-5.4 mini · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Outages at scale, coverage gaps ... CEL query complexity, add-on pricing.” Grok 4.1 Fast · negative prompt · soft negative
“these lightweight tools will struggle to bridge the gap” Gemini 3.5 Flash · negative prompt · soft negative
“Zluri, Lumos, ConductorOne — Built for mid-market; faster deployments ($), 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
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.