CleanMyPrompt
2026-03-081 min read

Reduce Gemini API token costs

Tactics to lower token usage when interacting with Gemini-style models.

token optimizationcost reduction

Gemini-style models can be cost-effective, but token usage can add up. This post outlines practical tactics:

  • Select the correct model and use per-model token estimates in the app.
  • Use Token Compression to remove redundancy and boilerplate.
  • Batch multiple short prompts in one request where semantically appropriate.
  • Prefer concise system prompts and structured inputs (JSON) to avoid verbose natural language framing.

See Token Compression and Model selector in the app for hands-on tools to reduce spend.

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