A long list of AI products does not tell you what to install on Monday. Start from the hour you lose every week, then pick one tool for that hour.
Sort the work before you sort the tools
Spend a day noting where time goes. Four buckets are enough: writing, coding, repeated chores, and reading unfamiliar material. The bucket that shows up three times a week is the one to tool first. A rare, messy task can wait.
What actually differs
| Job | What to compare | What to ignore at first |
|---|---|---|
| Writing | Whether it keeps your format and tone | Leaderboard scores |
| Coding | Whether private code is allowed to leave the company | Feature checklists |
| Automation | Whether the steps are stable enough to script | A model that “might” click a UI |
| Research | Whether answers cite a source you can open | Confident prose with no link |
Free limits, context length, and data-use terms change often. Read them on the day you sign up. If a clause is unclear, do not paste customer files or unreleased code.
A two-week trial
Days 1–2: pick three real tasks from last week. Days 3–5: one tool per task, using work you already have, not demo prompts. Days 6–8: save the prompts that worked. Days 9–10: automate one chore you repeat. Days 11–14: drop anything you did not open again.
The only score that matters is whether setup time was smaller than time saved. If it was not, that job is not ready.
Related reading
Compare writing tools in How to compare AI writing tools, and coding tools in Choosing an AI coding assistant.