llm pricing comparison
GPT-4o vs Claude Sonnet Token Cost
Two premium assistants, two different price curves. This LLM pricing comparison helps product and finance teams decide which flagship model should own high-visibility user journeys.
- Both sit far above DeepSeek on unit price — use them where quality is non-negotiable.
- Watch output-token assumptions; long answers dominate the bill.
- Add a DeepSeek fallback scenario before locking annual contracts.
gpt-4oclaude-sonnet
FAQ
Which is cheaper for short classifications?
Short outputs shrink the gap. Still run the calculator with your exact prompt lengths.
How do I include tool-calling overhead?
Treat each tool round as extra requests with their own prompt/completion sizes.
Is vLLM relevant here?
If you can self-host an open model, compare against the vLLM profile on a separate page.
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