Azure · 2 categories · Not namedAzure OpenAI Service
Listed in the vendor table for LLM gateways and ML platforms. Not named in any of the 168 answers those categories produced in the November 2026 Edition: fourteen models, six prompts per category and segment, every question asked three times, on behalf of a small B2B company, a mid-market B2B company and an enterprise B2B company, with every standing computed within one segment.
Standing
Not named in 168 answers
Absence in a measured set of answers is a finding, not a verdict: it says the models did not reach for Azure OpenAI Service when asked these questions this month. The products they named instead are listed by category below.
By buyer segment
The same categories asked on behalf of a different buyer. Each share and rank is computed within its segment; the columns sit side by side and are never added together.
| Category | Small business | Mid-market | Enterprise |
|---|---|---|---|
| ML platforms | 0% · 43 of 148 3 labels | not named | 0% · 65 of 90 1 label |
| LLM gateways and observability | 0% · 38 of 70 1 label | not named | 0% · 56 of 82 1 label |
| Enterprise AI assistants | not named | not named | 0% · 103 of 117 1 label |
Where it was not named
Each category Azure OpenAI Service belongs to, the answers collected there, and who the models named first instead.
| Category | Function | Named in | Named instead, first-choice share |
|---|---|---|---|
| LLM gateways and observability | Data platform | 0 of 84 | LiteLLM 36% · Portkey 32% · Bifrost 6% |
| ML platforms | Data platform | 0 of 84 | Databricks Mosaic AI 24% · Azure Machine Learning 19% · Dataiku 9% |
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