GiuggiAI logogiuggiai-meter

Every AI call counted.
Every dollar reconciled.

Know what each project really spends on AI — and check it against the bill. One line of code, every major provider, zero dependencies.

View on GitHub

Why

Cost per projectEvery call tagged with the project that made it.
Closed against the billComputed vs official total, in USD and %.
One line to plug inWrap your client. Responses unchanged.
Tokens, never textPrompts and answers are never stored.

Try it in 60 seconds

pip install giuggiai-meter
giuggiai-meter demo
Demo report with cost per project and reconciliation with the provider bills

Use it

import giuggiai_meter as gm
from openai import OpenAI

client = gm.wrap(OpenAI(), project="support-bot")

Works with OpenAI, Azure OpenAI, Anthropic, Google Gemini, xAI Grok, DeepSeek, Alibaba Qwen, Mistral, Cohere, AWS Bedrock, Ollama, Groq, Together, Fireworks, OpenRouter, Perplexity, Moonshot Kimi, Zhipu GLM. Full table.

How it works

How it works: wrap your client, one row per call with tokens only, report and reconcile