Azure · 2 categories · RankedAzure SQL Database
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Managed relational databases | Data platform | 4% | 6 of 73 | 15% | 40 | accepted challenger |
| Data warehouses | Data platform | 0% | 15 of 41 | 0% | 2 | under 10 labels · led by Snowflake at 47% |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 1 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 1 | 4 |
| Perplexity Sonar | 0 | 4 | 1 | 0 | 5 |
| Grok 4.1 Fast | 0 | 3 | 0 | 1 | 4 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 1 | 1 | 1 | 4 |
| Kimi K2 | 1 | 1 | 1 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 3 | 2 | 0 | 5 |
| MiniMax M2.5 | 1 | 2 | 2 | 1 | 6 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Amazon RDS or Azure SQL Database tend to be the most practical choices due to their balance of features, scalability, and ecosystem integration” MiniMax M2.5 · Managed databases · direct prompt · first choice
“managed PostgreSQL via Amazon Aurora (AWS) or Azure SQL remains the strongest professional choice” Qwen 3.7 Flash · Managed databases · paraphrase prompt · first choice
“Best SQL Server compatibility - ideal for Microsoft shops migrating on-premises workloads” Kimi K2 · Managed databases · comparative prompt · first choice
“Azure SQL database is suitable for data warehousing scenarios with up to 8 TB of data volumes and a large number of active users.” Llama 4 Maverick · Data warehouses · direct prompt · alternative
And against it
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 the DTU model for any growing or modern production workload.” Gemini 3.5 Flash · Managed databases · negative prompt · hard negative
“Pricing confusion (vCore/DTU models), high costs for large DBs, steep learning curve, Microsoft ecosystem lock-in via licensing.” Grok 4.1 Fast · Managed databases · negative prompt · soft negative
“replication doesn't work with Azure SQL Database as a publisher because there's no SQL Agent, which can be a significant limitation” Claude Haiku 4.5 · Managed databases · negative prompt · soft negative
“Hyperscale versions often come with unique architectural constraints that may complicate exports or cross-cloud replication.” Qwen 3.7 Flash · Managed databases · negative prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 106 of the 129 answers that named Azure SQL Database and are not a share of its labels.
Domains cited
371 of the 371 domain citations in answers naming Azure SQL Database came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Names read as Azure SQL Database
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