Show HN: Frugal Tokens – explore costs and usage across coding agents
Summary
Frugal Tokens is a tool for analyzing costs and usage patterns across coding sessions with AI models, helping developers understand and optimize their spending.
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@ClementDelangue: Token costs are why there will be no saas apocalypse / good dev tools are cached intelligence for agents! The popular t…
Hugging Face's hf CLI is shown to be far more token-efficient and successful for AI agents than hand-rolling raw API calls, with benchmarks showing up to 6x fewer tokens and 94% vs 84% task success, demonstrating that good abstractions are cached intelligence for agents.
Subagents Account for Most Token Costs in Long Agent Runs: Fixes That Cut Usage 70 to 90 Percent in Practice
The article analyzes a 2026 paper by Bai et al. showing that subagents and context bloat cause token costs in long agent runs to be ~1000x higher than chat, and presents three practical fixes (PLAN.md, read budget, out-of-band notes) that reduce token usage by 70-90%.
I burned all my tokens researching how to save tokens
The author describes building a custom AI research pipeline using multiple subscriptions and cheaper models to reduce token costs, learning firsthand how to optimize token usage while researching tokenomics.
Are coding agents getting expensive, or are we measuring cost the wrong way?
The article questions whether the real cost of coding agents includes hidden human oversight and debugging, arguing that true value should be measured by trusted output rather than raw token consumption.
tracking token usage per prompt
The author has created an open-source CLI tool that live monitors token usage and API costs per prompt for AI agents, and is seeking interest to share it.