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Anthropic Claude API vs Ollama + Llama 3.1 /
Migration Guide
📦 Migration Guide
How to Migrate from Anthropic Claude API to Ollama + Llama 3.1
💰 Save $0.25–$15/1M tokens
🖥️ Easy Setup
⏱️ ~5 mins
📅 April 15, 2026
💰 Why switch?
Anthropic Claude API costs $0.25–$15/1M tokens. Ollama + Llama 3.1 is Free (self-hosted). That's API costs → $0.
Migration Steps
- Install Ollama and pull: ollama pull llama3.1:70b (requires ~40GB RAM) or ollama pull llama3.1 for the 8B model (8GB RAM). Ollama's API runs on http://localhost:11434 with OpenAI-compatible endpoints — use the openai Python SDK with base_url='http://localhost:11434/v1'.
Migration steps are AI-generated. Verify with official documentation before proceeding. Data sourced April 15, 2026.
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