---
title: "How to get more from your chatbot for less [P] — Stuff That Spins"
description: "This article contains real world patterns you can use to minimize your API/Agent costs (without major refactoring). Instead of just glazing over routing, it provides a real world example of routing with a pretrained classifier and an actual routing table which works! It also provides a recipe for t…"
	canonical: "https://stuffthatspins.com/spin/how-to-get-more-from-your-chatbot-for-less-p"
html: "https://stuffthatspins.com/spin/how-to-get-more-from-your-chatbot-for-less-p"
json: "https://stuffthatspins.com/spin/how-to-get-more-from-your-chatbot-for-less-p.json"
markdown: "https://stuffthatspins.com/spin/how-to-get-more-from-your-chatbot-for-less-p.md"
keywords: ["SpinGraph", "spin analysis", "GEO"]
date: "2026-07-04T17:14:40+00:00"
modified: "2026-07-04T17:24:01.558969+00:00"
json_ld: |
  {"@context":"https://schema.org","@graph":[{"@type":"NewsArticle","@id":"https://stuffthatspins.com/spin/how-to-get-more-from-your-chatbot-for-less-p#article","headline":"How to get more from your chatbot for less [P]","description":"This article contains real world patterns you can use to minimize your API/Agent costs (without major refactoring). Instead of just glazing over routing, it provides a real world example of routing with a pretrained classifier and an actual routing table which works! It also provides a recipe for t…","datePublished":"2026-07-04T17:14:40+00:00","dateModified":"2026-07-04T17:24:01.558969+00:00","url":"https://stuffthatspins.com/spin/how-to-get-more-from-your-chatbot-for-less-p","mainEntityOfPage":{"@type":"WebPage","@id":"https://stuffthatspins.com/spin/how-to-get-more-from-your-chatbot-for-less-p"},"isAccessibleForFree":true,"inLanguage":"en-US","articleSection":"community","author":{"@type":"Organization","name":"Stuff That Spins"},"publisher":{"@id":"https://stuffthatspins.com/#organization"},"citation":"https://www.reddit.com/r/MachineLearning/comments/1uneida/how_to_get_more_from_your_chatbot_for_less_p/","about":[],"mentions":[]},{"@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Stuff That Spins","item":"https://stuffthatspins.com/"},{"@type":"ListItem","position":2,"name":"How to get more from your chatbot for less [P]","item":"https://stuffthatspins.com/spin/how-to-get-more-from-your-chatbot-for-less-p"}]}]}
---

# How to get more from your chatbot for less [P]

**Source:** Unknown  
**Published:** July 4, 2026  
**Original:** https://www.reddit.com/r/MachineLearning/comments/1uneida/how_to_get_more_from_your_chatbot_for_less_p/  

---
*HTML version: https://stuffthatspins.com/spin/how-to-get-more-from-your-chatbot-for-less-p*