Lesson 1252 of 1570
GPT-4 vs Claude — When Each One Actually Wins
Claude wins long-context and code refactors; GPT-4 wins broad knowledge and tool ecosystem.
Lesson map
What this lesson covers
Learning path
The main moves in order
- 1The big idea
- 2GPT-4
- 3Claude
- 4comparison
Concept cluster
Terms to connect while reading
Section 1
The big idea
There's no universally 'best' model — there are tradeoffs. Claude tends to win at long-context comprehension and code edits. GPT-4 tends to win at broad world knowledge and has a richer plugin/tool ecosystem. Use both, route by task.
Some examples
- Claude handles a 100k-token PDF more coherently than GPT-4 with the same input.
- GPT-4 has more reliable tool-use in the OpenAI-native Assistants API.
- Claude's edits to existing code preserve style better in side-by-side tests.
- GPT-4 has stronger image generation and DALL·E integration baked in.
Try it!
Run one long-context and one creative task in both. Note which felt sharper. Build your routing rule.
Key terms in this lesson
End-of-lesson quiz
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