Claude is the model that quietly became the daily driver for serious technical work. Where GPT often feels like a clever generalist and Gemini feels like a search engine with a personality, Claude feels like a careful colleague.
The tiers
Opus — flagship. Slow, expensive, the most capable. Use when correctness matters more than speed or cost.
Sonnet — the workhorse. 80% of Opus's quality, much faster, much cheaper. Default choice for most production traffic.
Haiku — fast and cheap. Good for routing, classification, and high-volume background tasks.
Where Claude shines
- Careful reasoning — Claude pauses, plans, and explains its work. Less likely to bluff confidently.
- Code that runs — generated code from Claude tends to compile and pass tests at a higher rate than peers in our internal evals.
- Long context — handles large documents and full codebases without falling apart.
- Agent workflows — the underlying model is well-tuned for tool use, which makes Claude Code unusually effective.
Where it falls short
- Creative writing has improved but still feels measured vs. GPT's flair.
- World-knowledge breadth lags slightly on niche topics.
- Pricing on Opus is steep enough that you'll want clear ROI before defaulting to it.
Who should use it
Engineers, technical writers, and anyone whose work involves multi-step reasoning where being wrong has a cost. If you're building agents, start with Claude.
Frequently asked questions
Claude vs GPT — which should I use?
Claude tends to win on careful reasoning, instruction-following, and code that has to actually run. GPT often wins on creative writing, brainstorming, and breadth of world knowledge. Both are first-tier; pick based on task.
What is Claude Code?
Anthropic's official CLI agent. You point it at a codebase and give it a task. It reads files, edits, runs tests, iterates. The strongest agent-in-terminal experience available.
How much does the API cost?
Per-token, varies by model. Sonnet is the price-performance sweet spot for most production workloads. Check anthropic.com for current rates.