One of fourteen models named Okta Identity Governance first on the direct prompt; one named SailPoint Identity Security Cloud. Okta Identity Governance was named by fourteen of the fourteen models and SailPoint Identity Security Cloud by thirteen and Okta Identity Governance carries 47 labels and SailPoint Identity Security Cloud 53, so the shares are not directly comparable.
Named in one category 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 November 2026 Edition, Okta Identity Governance and SailPoint Identity Security Cloud were named in the same answer 123 times, of the 156 answers naming Okta Identity Governance and the 221 naming SailPoint Identity Security Cloud. In those answers SailPoint Identity Security Cloud took the first choice forty times and Okta Identity Governance ten.
| 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. Six of eight in this category shown.
“it should not automatically be treated as equivalent to a full IGA suite for extensive provisioning, role engineering, legacy applications, and complex segregation-of-duties requirements” Perplexity Sonar · negative prompt · soft negative
“Okta and Microsoft Entra are identity providers that handle authentication and basic lifecycle management, but they are not full identity governance platforms” Claude Haiku 4.5 · comparative prompt · soft negative
“Governance add-ons to an access-management platform—for example, Okta Identity Governance—if you're expecting them to replace a full IGA program.” GPT-6 Luna · negative prompt · soft negative
“Excellent option if you already use Okta for SSO/Lifecycle Management and want an integrated experience.” Gemini 3.5 Flash · scale prompt · first choice
“Okta Identity Governance is the best default choice” Perplexity Sonar · direct prompt · first choice
“For broader SaaS, consider Okta or Omada.” Grok 4.20 · scale 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.
“Avoid SailPoint and similar enterprise tools unless you have six-figure annual budgets” Kimi K2 · budget prompt · hard negative
“What I'd Avoid for Mid-Sized Companies ... SailPoint | Overkill for mid-market” Kimi K2 · paraphrase prompt · hard negative
“What to Avoid - SailPoint and Saviynt: ... overkill for mid-market companies” Kimi K2 · direct prompt · hard negative
“Strongest in access certification, role management, and AI-driven analytics (IdentityAI). Excellent for complex, large-scale enterprises” Grok 4.20 · comparative prompt · first choice
“Typically viewed as the category leader for large enterprises with complex joiner-mover-leaver processes” GPT-5.4 mini · comparative prompt · first choice
“Market leader; highest overall score (4.6/5) | Extensive governance, compliance focus, AI‑driven analytics” GLM 4.7 FlashX · comparative 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.