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Is using LLM APIs directly cheaper than platform credits?

April 2026

Quick Answer

# Direct LLM APIs vs Platform Credits ## Cost Comparison **Direct API usage is significantly cheaper** than platform credits like Clay credits—typically fractions of a penny per request compared to platform markup costs. Direct API access is the only viable approach for scaling operations. ## Cost-Effective LLM Options Based on testing across multiple APIs: 1. **Gemini** - Best price-to-quality ratio 2. **ChatGPT API** - Second best value 3. **Anthropic API** - Competitive pricing ## Recommendation Use [OpenAI API](https://platform.openai.com/docs/guides/tokens), [Google Gemini API](ht

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Up to date
1 months ago

1 Answer

Direct LLM APIs vs Platform Credits

Cost Comparison

Direct API usage is significantly cheaper than platform credits like Clay credits—typically fractions of a penny per request compared to platform markup costs.

Direct API access is the only viable approach for scaling operations.

Cost-Effective LLM Options

Based on testing across multiple APIs:

  1. Gemini - Best price-to-quality ratio
  2. ChatGPT API - Second best value
  3. Anthropic API - Competitive pricing

Recommendation

Use OpenAI API, Google Gemini API, or Anthropic Claude API directly rather than platform credit systems for cost efficiency.

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