How does the cost of fine-tuning GPT-3.5 Turbo compare to using few-shot prompting with GPT-4o for our high-volume text classification pipeline?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the cost of fine-tuning GPT-3.5 Turbo compare to using few-shot prompting with GPT-4o for our high-volume text classification pipeline?
1 real search · 1 real-search pass
OpenAI API pricing GPT-3.5 Turbo fine-tuning training input output GPT-4o pricing 2026Google ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
OpenAI API pricing GPT-3.5 Turbo fine-tuning training input output GPT-4o pricing 2026 Google ↗
- GPT-3.5 fine-tuning announcement · openai.com
- GPT-4o model pricing · developers.openai.com
- GPT-3.5 Turbo Model · developers.openai.com
- Pricing · developers.openai.com