Prompting Skills playbook/Module 10 · Advanced

Day 97 / 100 · Advanced · Differences between models

Not all models are equal.

The biggest model isn't always the best choice. Match the model to the job, then test before you switch.

Size and speed

Difference

Small models are fast and cheap. Large ones are stronger and slower.

PICK FOR

Volume vs depth.

Reasoning

Difference

Thinking models handle hard problems but take longer.

PICK FOR

Analysis, planning, tricky code.

Context size

Difference

How much the model can read at once.

PICK FOR

Long documents, big codebases.

Strengths

Difference

Writing, coding, languages and images vary by model.

PICK FOR

Test on your own tasks.

Source: Anthropic ↗

Match the model to the job. Test before switching.