deepseek api cost

Claude vs DeepSeek for Coding Agents Cost

Coding agents loop: plan, edit, test, retry. That multiplies DeepSeek API cost advantages — or Claude quality advantages — depending on how often the agent must revise.

  • Count tool rounds as separate requests.
  • Reasoner may help hard bugs but raises token use.
  • Log real traces before locking an agent budget.
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FAQ

How many requests per coding task?

Internal studies often see many model calls per ticket. Instrument your agent.

Is Sonnet required for code?

Not always. Eval on your repositories before paying premium rates everywhere.

Can OmniKit simulate agent loops?

Multiply RPS or raise output tokens to approximate multi-step behavior.

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