Fine-Tuning vs. RAG: A Framework for Making the Right Choice
Architecture 6 min read

Fine-Tuning vs. RAG: A Framework for Making the Right Choice

Yuki Tanaka
2026-01-30

The decision is never binary. Here's how to think about the tradeoffs across latency, cost, accuracy, and maintenance burden.

Every week a new post declares fine-tuning dead. Every week another post declares RAG insufficient. Both camps are wrong, and the nuance lives in your specific use case.

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