| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| SOAR platforms | Security operations | 0% | 20 of 49 | 29% | 14 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 1 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 1 | 2 |
Verbatim evidence the judge attached to positive labels.
“Best for: Cloud-first SOCs on Google Cloud Platform” DeepSeek V4 Flash · SOAR · comparative prompt · alternative
“Strong Alternatives ... 1. Google Chronicle SOAR” Qwen 3.7 Flash · SOAR · paraphrase prompt · alternative
“Google Cloud ecosystem integration” MiniMax M2.5 · SOAR · comparative prompt · alternative
“Google SecOps for Chronicle users” Claude Haiku 4.5 · SOAR · 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.
“High vendor lock-in. Bundled SOAR platforms naturally optimize for their parent vendor's ecosystem.” Gemini 3.5 Flash · SOAR · negative prompt · soft negative
“Platforms to Approach Cautiously ... Best when bundled with existing Google Cloud infrastructure” Kimi K2 · SOAR · direct prompt · soft negative
“Other options to consider are Splunk and Chronical, although they may not be as budget-friendly.” Llama 4 Maverick · SOAR · budget prompt · soft negative
“Customer support quality concerns persist after the acquisition.” MiniMax M2.5 · SOAR · 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 30 of the 35 answers that named Google Security Operations SOAR and are not a share of its labels.
139 of the 139 domain citations in answers naming Google Security Operations SOAR 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 Google Security Operations SOAR'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 Google Security Operations SOAR, 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 google.dev 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.