| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Workflow orchestration | Data platform | 0% | 43 of 86 | 33% | 6 | under 10 labels · led by Prefect at 24% |
| SOAR platforms | Security operations | 0% | 47 of 49 | 100% | 2 | under 10 labels · led by Tines at 47% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 2 | 3 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 2 | 2 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| 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.
“Azure‑centric business processes | Azure Logic Apps” GLM 4.7 FlashX · Orchestration · 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.
“Avoid using this as a standalone SOAR solution for mature operations; use it only for simple, ad-hoc triggers.” Qwen 3.7 Flash · SOAR · negative prompt · hard negative
“Generic SOAR Tools (e.g., those built on Logic Apps): Require more effort for security-specific patterns and may not be SOC-optimized.” Mistral Small · SOAR · negative prompt · soft negative
“Integrates well with the Microsoft ecosystem, but has limited AI and human-in-the-loop features.” Mistral Small · Orchestration · comparative prompt · soft negative
“Adopting these leads to deep vendor lock-in” Qwen 3.7 Flash · Orchestration · 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 11 of the 15 answers that named Azure Logic Apps and are not a share of its labels.
Thirty-seven of the thirty-seven domain citations in answers naming Azure Logic Apps 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 Azure Logic Apps'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 Azure Logic Apps, 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 azure.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.