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Use-case fit · Prompt 2 of 8 · July 2026A real buyer question from the July 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.
“We need to build admin panels and dashboards on top of our Postgres database. What should we use?”
ChatGPT answered 3× this snapshot Short answer: pick something boring and proven unless you have very specific needs. Here are the main paths, with when they make sense: 1) Off-the-shelf admin tools (fastest to ship) Retool, Appsmith, ToolJet, Budibase Best if you want dashboards + CRUD + internal tools quickly with minimal frontend work Pros: drag-and-drop UI, built-in auth, connects directly to Postgres, fast iteration Cons: can get pricey…
Named across its answers: 1. Retool2. Appsmith3. Budibase4. Supabase5. Metabase
Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.
Claude answered 3× this snapshot Here are the main options to consider, with honest tradeoffs: Purpose-Built Admin Tools Retool / Appsmith / Tooljet Drag-and-drop UI builders Connect directly to Postgres Good for internal tools quickly Retool is expensive at scale; Appsmith/Tooljet are open source Metabase / Redash Better for dashboards and analytics specifically Non-technical users can explore data Limited custom logic Framework-Based Approaches…
Named across its answers: 1. Retool2. Appsmith3. Tooljet4. Metabase5. Redash
Verbatim excerpt from one collected Claude answer; formatting flattened, words untouched.
Gemini answered 3× this snapshot …(tables, forms, buttons) and connect them directly to Postgres via SQL queries. Retool: The industry standard. It has the most robust component library and deepest integrations. * *Pros:* Extremely fast to build; handles complex logic/JavaScript well. * *Cons:* Can get expensive as you scale users (per-seat pricing). Appsmith: The leading open-source alternative to Retool. * *Pros:* Open-source (you can self-host…
Named across its answers: 1. Retool2. Appsmith3. Forest Admin4. Metabase5. Apache Superset
Verbatim excerpt from one collected Gemini answer; formatting flattened, words untouched.
Retool owns this question completely, earning the top slot in all 9 answers across every model, while Appsmith holds a consistent but distant second with zero first-place mentions. Glide, Superblocks, Microsoft Power Apps, and Airtable are invisible here despite their category rankings, meaning buyers asking this specific Postgres question will not encounter them.
AI-generated read of the July 2026 measurements.