The record
What the AIs changed
their mind about
We ask ChatGPT, Claude, Gemini & Grok the same “best tool for X” questions on a schedule and keep every answer they've ever given. When a model quietly dethrones its #1 pick, it shows up here — a public record of how AI software recommendations shift.
| Date ↓ | Category | Model | Was #1 | Now #1 |
|---|---|---|---|---|
| 2026-08-15 | AI meeting notetaker | Grok | ||
| 2026-08-15 | AI meeting notetaker | Gemini | ||
| 2026-08-14 | vector database for production AI apps | Gemini | ||
| 2026-08-14 | authentication provider for web apps | ChatGPT | ||
| 2026-08-14 | authentication provider for web apps | Claude | ||
| 2026-08-14 | platform to deploy a web app | Gemini | ||
| 2026-08-14 | framework for building AI agents | ChatGPT | ||
| 2026-08-14 | LLM API gateway / router | Claude | ||
| 2026-08-14 | product analytics tool | Claude | ||
| 2026-08-14 | product analytics tool | Gemini |
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