ai-cost

AI Initiative Ledger — local spend meter and budget gate for AI tasks. Meters every vendor leg (LLM, speech, telephony, search, tools), hard-stops before the ceiling. MIT, no account.

The one dashboard you’ve been looking for — track spend and usage across Claude, Cursor, OpenRouter, Copilot, Gemini, Codex, and more.

Ultra-fast token & cost tracker for LLM Token Usage (e.g. Claude Code)

⚡ Terminal HUD, hard budget breakers & prompt-cache leak alerts for AI coding agents (Claude Code, Cursor, Codex)

멀티에이전트 Claude Code 하네스를 위한 토큰 비용 lint — 10 카테고리 × 31 sub-patterns 분류학 + 정적 감사 스크립트 + LLM 0회 결정 트리. Korean primary, English mirror.

Session-layer circuit breaker for LLM & agent traffic — a transparent streaming proxy that meters every session and kills the one that goes rogue, without taking down your app.

Tools, libraries, papers, and patterns for reducing the cost of running large language models in production.

🐳 鲸鱼电表：你在 DeepSeek Harness 上烧了多少 token？消耗量段位、可晒的战绩卡、6 家厂商 46 个模型精准计价（含国内分档）、8·17 调价前后对比。零配置，数据全在本机 | Token usage tiers & cost dashboard for DSH

Itemized cost breakdown for your Claude Code sessions. Reads local logs, no network, no config

AI coding spend management for engineering teams. Track Cursor, Claude Code, Codex, Copilot, usage, cost, plan utilization, seat waste, and device health.

Interactive LLM prompt-caching calculator with editable rates, savings and break-even analysis.

A DeepSeek Harness Web plugin for real-time Token usage, cost estimates, per-round charts, and DeepSeek API balance.

AI Image Generation Cost Analysis

See what your AI-coding session actually cost — and what is eating your context. Local, read-only CLI for Claude Code.

Public, reproducible LLM cost benchmarks from Harpd (harpd.com) — ranked by cost per successful task, not per-call price.

Track, visualize, and optimize LLM API spending. Monitor OpenAI & Anthropic costs per feature, detect waste, suggest savings. Zero-config Python profiler.

Drop-in LLM cost-optimization proxy. Auto-route + cache + compress + batch. Flat monthly pricing by token volume, keep 100% of savings. Free 60M tokens/mo.

AI Initiative Ledger — MCP server for agents, keys, budgets and costs

AI Initiative Ledger — runnable examples and reference agents

Precision for your AI spend — see exactly where your Claude Code money goes. Local dashboard + optimization skill (caliper.run)