| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Identity governance | Identity and access | 0% | 75 of 77 | 57% | 7 | under 10 labels · led by Lumos at 20% |
| Workforce identity and SSO | Identity and access | 0% | 38 of 48 | 100% | 1 | under 10 labels · led by Microsoft Entra ID at 36% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 1 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 2 | 2 |
| Grok 4.1 Fast | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Deep Oracle-ecosystem integration and compliance reporting | Oracle Identity Governance” GLM 4.7 FlashX · IGA · comparative prompt · alternative
“often strongest in Oracle-heavy environments” GPT-5.4 mini · IGA · comparative prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Verdict: Avoid if you are building a modern, cloud-first, or hybrid security stack.” Gemini 3.5 Flash · IGA · negative prompt · hard negative
“Avoid Oracle IGA if you're cloud-native.” DeepSeek V4 Flash · IGA · negative prompt · hard negative
“falls into the legacy, enterprise-stack category, so it is best treated cautiously if you want a modern, lightweight rollout” Perplexity Sonar · IGA · negative prompt · soft negative
“enterprise-scale tools that can be over-engineered for smaller or mid-market organizations” Perplexity Sonar · Workforce identity · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 25 of the 31 answers that named Oracle Identity Governance and are not a share of its labels.
Ninety-seven of the ninety-seven domain citations in answers naming Oracle Identity Governance came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Oracle Identity Governance's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Oracle Identity Governance, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at oracle.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.