ChatGPT, Claude and Gemini: how to choose

The best general-purpose assistant depends on the work, the surrounding software and the controls your organization requires.

Key takeaways

• Compare products on the same representative work.
• Check the exact plan, workspace controls and regional availability.
• One primary assistant is often enough for a small team.

Compare the real workflow

Test the same representative task with the same source material and evaluation criteria. Avoid choosing from a single impressive demonstration.

Check data and administration

Review retention, training, workspace administration, regional availability and integration permissions using current provider documentation.

Avoid unnecessary overlap

Many teams need one primary assistant and a deliberate alternative for selected tasks, not several subscriptions with no ownership.

Use a simple evaluation scorecard

Score factual accuracy, instruction following, revision effort, source handling, administration and total cost. Weight the criteria according to the work rather than treating every feature equally.

Repeat the test with at least three real tasks. A single result can be unusually good or poor.

Distinguish product from model

A model name does not describe the full service. Consumer apps, business workspaces and APIs can expose different controls, limits and integrations.

Action checklist

1. Choose three representative tasks.
2. Prepare one permitted source pack.
3. Define the scoring criteria before testing.
4. Confirm retention and training controls.
5. Select an owner and a review date for the subscription.

A sensible next step

Run the same controlled task in each shortlisted assistant and record the revision effort, not just the first impression. Continue with the practical AI recipes, compare the reviewed AI tools or use the AI Finder to narrow your next decision.