| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Data warehouses | Data platform | 0% | 10 of 41 | 21% | 24 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 3 | 0 | 3 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 2 | 0 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 1 | 4 |
| MiniMax M2.5 | 0 | 2 | 2 | 1 | 5 |
Verbatim evidence the judge attached to positive labels.
“Is heavy on Microsoft products (Office 365, Teams, Azure). | Azure Synapse Analytics” Qwen 3.7 Flash · Data warehouses · paraphrase prompt · alternative
“Microsoft's enterprise solution, ideal for integrating data from hundreds of sources” Mistral Small · Data warehouses · comparative prompt · alternative
“Azure Synapse | Microsoft shops, hybrid scenarios | Tight Power BI integration” Kimi K2 · Data warehouses · scale prompt · alternative
“Microsoft-first organization (Power BI, Azure ML) | Azure Synapse Analytics” GLM 4.7 FlashX · Data warehouses · 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 building new, mission-critical workloads on legacy Synapse features that are being phased out in favor of Fabric equivalents.” GLM 4.7 FlashX · Data warehouses · negative prompt · hard negative
“For Azure-heavy shops, skip Azure Synapse and look directly at Microsoft Fabric.” Gemini 3.5 Flash · Data warehouses · negative prompt · hard negative
“Complex pricing model (can be hard to predict costs). Less mature ecosystem compared to Snowflake/BigQuery.” MiniMax M2.5 · Data warehouses · negative prompt · soft negative
“Azure Synapse Analytics ⚠️ Be Cautious If... The Risk: Complexity & Pricing Opacity” Qwen 3.7 Flash · Data warehouses · 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 48 of the 64 answers that named Azure Synapse Analytics and are not a share of its labels.
151 of the 151 domain citations in answers naming Azure Synapse Analytics 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 Synapse Analytics'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 Synapse Analytics, 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.