
Tokenomy.ai
See your LLM token bill before you hit send and more tools
66 followers
See your LLM token bill before you hit send and more tools
66 followers
Tokenomy predicts token usage and dollar cost for GPT-4o, Claude, and other LLMs before you make the API call. A VS Code sidebar, CLI, and LangChain callback surface estimates and cost-saving tips so dev teams ship confidently without surprise bills.









Tokenomy.ai
> 👋 Hey Product Hunters, I’m Mahesh Lambe, founder of Tokenomy. Last year our GPT-4 prototypes dropped a surprise $27k bill, so we built Tokenomy to catch costs before code ships. AMA about token leaks, GPT-4o pricing, or integrating our LangChain callback. Early supporters get 30 days Pro free with code PH_LOVES_TOKENS. 🚀
Tokenomy.ai
Added new tools: https://tokenomy.ai/tools
Hey Mahesh, this is such a smart solution , devs really need this kind of visibility before hitting send. You should totally list Tokenomy on Aixyz .Co—it’s free and helps more AI builders discover useful tools like yours!
Tokenomy.ai
From Billions to Trillions: The Token Era Is Here!
The latest data from Google is staggering: Monthly token processing has surged 50x, from 9.7 trillion to 480+ trillion tokens in just one year.
This isn't just a stat—it’s a seismic shift in how the internet works.
Welcome to the Token Economy: Tokenomy.ai
Tokenomy.ai
Token Calculator – Calculates token usage and cost estimation for LLMs (GPT, Claude).
Token Observability – Real-time monitoring of token consumption.
Speed Simulator – Simulates token processing speeds for optimization.
Memory Calculator – Estimates memory usage tied to tokens.
Energy Estimator – Estimates energy consumption for token processing.
AI Content Detector – Detects AI-generated content in outputs.
GPU Utilization Monitor – Monitors GPU usage associated with token processing.
Token Optimization Suggestions – Recommendations for better token usage efficiency.
Real-time Model Comparisons – Compare token usage/costs across different LLM models live.
Unlimited Token Calculations – Allows batch or unlimited token cost/usage calculations.
LangChain Callback Integration – Tooling support for LangChain workflows.
Command Line Interface (CLI) – Enables token cost calculations and monitoring via CLI.
VS Code Sidebar Extension – Developer integration to preview token costs inline.
Cost Saving Tips and Alerts – Notifications to avoid unexpectedly high API costs.
Prompt Optimization Tools – Helps optimize prompt length and token count.
These tools together provide a comprehensive ecosystem for developers and teams working with Large Language Models to manage and optimize token usage, costs, speed, memory, energy, and integration within their workflows effectively.
DiffSense
I so need this. Got billed 40$ for a single gpt 4.5 prompt the other day 😅
Tried Tokenomy after getting burned by unexpected GPT bills — wish I had it sooner. It’s like having a cost safety net while you build. Clean insights, real savings, no more surprises.