| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Unified endpoint management | IT operations and endpoint | 0% | 32 of 52 | 40% | 5 | under 10 labels · led by Microsoft Intune at 43% |
| Patch management | IT operations and endpoint | 0% | 23 of 87 | 0% | 3 | under 10 labels · led by Action1 at 27% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| 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 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Strong for complex heterogeneous environments, predictive analytics, and legacy system support.” DeepSeek V4 Flash · UEM · comparative prompt · alternative
“Ivanti Neurons and Tanium stand out when patch decisions need to be tied to vulnerability.” Claude Haiku 4.5 · Patching · comparative prompt · alternative
“Ivanti Neurons is a contender” GPT-5.4 mini · UEM · direct 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.
“for mid-to-large enterprises needing AI-driven automation (may be heavier than needed)” DeepSeek V4 Flash · UEM · direct prompt · soft negative
“Gartner Leader; strong automation but pricier.” Grok 4.1 Fast · UEM · direct 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 16 of the 21 answers that named Ivanti Neurons and are not a share of its labels.
Sixty-eight of the sixty-eight domain citations in answers naming Ivanti Neurons 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 Ivanti Neurons'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 Ivanti Neurons, 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 ivanti.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.