Zero of fourteen models named Azure SQL Database first on the direct prompt; zero named Neon. Azure SQL Database was named by fourteen of the fourteen models and Neon by eleven and Azure SQL Database carries 59 labels and Neon 20, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the managed relational databases page.
Across every category in the November 2026 Edition, Azure SQL Database and Neon were named in the same answer thirty-seven times, of the 164 answers naming Azure SQL Database and the 71 naming Neon. In those answers Neon took the first choice three times and Azure SQL Database two.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“frequent 60‑second storage stalls, IOPS throttling, memory‑to‑core mismatches” GLM 4.7 FlashX · negative prompt · hard negative
“Also shows a high negative share (20% negative labels)” Mistral Small · negative prompt · hard negative
“Azure SQL Database, while generally robust, has resource caps and licensing implications that require careful planning” Muse Glimmer 30B · negative prompt · soft negative
“Start with Azure SQL Database if you're Microsoft-centric — it offers the best integration and cost optimization for predictable workloads.” Kimi K2 · paraphrase prompt · first choice
“Azure SQL Database provides managed SQL Server capabilities across Azure with usage-based pricing and a free tier available.” Claude Haiku 4.5 · comparative prompt · first choice
“The Overall Leader: Amazon RDS / Aurora ... or Azure SQL Database, depending on your existing technology stack” Qwen 3.7 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“can be attractive depending on your architecture, but I'd be more cautious for core production systems” GPT-5.4 mini · paraphrase prompt · soft negative
“These are rising for mid-sized B2B but less "enterprise battle-tested" than the big three.” Grok 4.20 · paraphrase prompt · soft negative
“If you're just starting out: Use Neon (free tier) or Supabase (free tier).” Kimi K2 · budget prompt · first choice
“Go with Supabase or Neon if you are building a new web app” Qwen 3.7 Flash · budget prompt · first choice
“consider Neon instead: its Postgres pricing is usage-based with no monthly minimum, and it has a free tier” GPT-6 Luna · budget prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.