---
format: "aidr-story-markdown/v1"
id: "7fac7e57ac7ceb195e0c8bae4fb885b9d1cef36e0c1776924f2ed388ea9890ff"
canonical_url: "https://aidr.today/7fac7e57?lang=en"
title: "Cost per task: Using cheap classifiers to route across Gemini models and thinking levels"
lang: "en"
requested_lang: "en"
available_langs: ["en","vi"]
translation_fallback: null
fallback_fields: []
published_at: "2026-11-03T17:54:18.000Z"
category: "Tools"
topics: ["google","agent","devtools"]
source_urls: ["https://developers.googleblog.com/cost-per-task-using-cheap-classifiers-to-route-across-gemini-models-and-thinking-levels/"]
summary: "A lightweight routing layer using classifiers like TypeSafe's Jev can reduce costs for autonomous coding agents by directing routine decisions to cheaper models instead of high-thinking reasoning configurations. The approach focuses on cost per successful task rather than per-token pricing, though Google has no partnership with TypeSafe and the article is not an endorsement."
---

# Cost per task: Using cheap classifiers to route across Gemini models and thinking levels

> [Open the canonical story](<https://aidr.today/7fac7e57?lang=en>)

**Published:** 2026-11-03T17:54:18.000Z
**Category:** Tools
**Topics:** google, agent, devtools

## Summary

A lightweight routing layer using classifiers like TypeSafe's Jev can reduce costs for autonomous coding agents by directing routine decisions to cheaper models instead of high\-thinking reasoning configurations\. The approach focuses on cost per successful task rather than per\-token pricing, though Google has no partnership with TypeSafe and the article is not an endorsement\.

## Sources

- [Story source](<https://developers.googleblog.com/cost-per-task-using-cheap-classifiers-to-route-across-gemini-models-and-thinking-levels/>)