LLM Cost Tracking LLM Tools

Tools for monitoring, metering, and enforcing costs and token budgets across LLM API calls and agents. Includes cost estimation, usage tracking, quota management, and billing alerts. Does NOT include general observability/monitoring, analytics platforms, or token counting utilities without cost tracking features.

There are 80 llm cost tracking tools tracked. 2 score above 50 (established tier). The highest-rated is AgentOps-AI/tokencost at 59/100 with 1,952 stars and 811,233 monthly downloads.

Get all 80 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=llm-tools&subcategory=llm-cost-tracking&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	AgentOps-AI/tokencost Easy token price estimates for 400+ LLMs. TokenOps.	59	Established	1,952	Python
2	jmuncor/tokentap Intercept LLM API traffic and visualize token usage in a real-time terminal...	56	Established	761	Python
3	Ruthwik000/tokenfirewall Scalable LLM cost enforcement middleware for Node.js with budget protection...	49	Emerging	21	TypeScript
4	Merit-Systems/echo The User Pays AI SDK	45	Emerging	535	TypeScript
5	azat-io/token-limit 🛰 Monitor how many tokens your code and configs consume in AI tools. Set...	42	Emerging	61	TypeScript
6	inferwise/inferwise Like a spell checker, but for your AI costs. Scans code, estimates spend,...	41	Emerging	5	TypeScript
7	arieradle/shekel LLM budget control and cost governance for AI agents. Python library for...	41	Emerging	4	Python
8	billymaulana/ai-armor Production AI toolkit for TypeScript -- rate limiting, cost tracking,...	40	Emerging	2	TypeScript
9	burn0-dev/burn0 Lightweight cost observability for every API call in your stack. Track LLM...	40	Emerging	7	TypeScript
10	yagil/tokmon CLI to monitor your program's OpenAI API token usage.	39	Emerging	57	Python
11	adarshxs/TokenTally Estimate Your LLM's Token Toll Across Various Platforms and Configurations	39	Emerging	39	Python
12	piyushgupta344/ai-sdk-rate-limiter Smart rate limiting, queuing, and cost tracking middleware for AI SDK calls....	39	Emerging	1	TypeScript
13	RightNow-AI/TIDE Dynamic per-token early exit for LLM inference. Skip layers tokens don't need	38	Emerging	3	Python
14	tokentopapp/tokentop htop for your AI costs — real-time terminal monitoring of LLM token usage...	37	Emerging	36	TypeScript
15	mag123c/toktrack Ultra-fast token & cost tracker for LLM Token Usage (e.g. Claude Code)	37	Emerging	56	Rust
16	AlameerAshraf/tokentoll 🐾 TokenToll: is a self-hostable billing infrastructure for LLM APIs and SaaS...	36	Emerging	74	Python
17	dillionverma/llm.report 📊 llm.report is an open-source logging and analytics platform for OpenAI:...	36	Emerging	1,019	TypeScript
18	Coolhand-Labs/coolhand-node Zero-config LLM cost & quality monitoring for Node.js - automatically log AI...	32	Emerging	5	TypeScript
19	udaykumar-dhokia/Trackly Zero-overhead AI cost and usage tracking for Python. Import the library,...	32	Emerging	3	TypeScript
20	vola-trebla/toad-eye Auto-instrumentation, cost tracking, and observability for LLM services —...	32	Emerging	1	TypeScript
21	ikotun-dev/costrace Open-source observability for LLM APIs. Track cost, token usage, and latency...	32	Emerging	7	TypeScript
22	mazzzystar/api-usage Track your OpenAI API token usage & cost.	30	Emerging	75	HTML
23	fluskapp/flusk-dev Open-source LLM cost optimization and observability	29	Experimental	25	TypeScript
24	djleamen/SUSTAIN SUSTAIN is an environmentally-friendly, token-optimized AI wrapper designed...	29	Experimental	4	Python
25	Mattbusel/Every-Other-Token A real-time LLM stream interceptor for token-level interaction research	27	Experimental	24	Rust
26	lanesket/llm.log Local proxy that tracks tokens, costs, prompts and responses across all your...	26	Experimental	5	Go
27	Mattbusel/llm-budget Autonomous cost governance primitives — hard budget enforcement across agent fleets	26	Experimental	2	Rust
28	chu2bard/tokenmeter Token counter and LLM cost estimator CLI	25	Experimental	20	TypeScript
29	JingbiaoMei/Tokdash 📊 Token Usage Dashboard — Beautiful visualization and analytics for LLM API...	25	Experimental	3	HTML
30	subhashladumor1/laravel-ai-guard Laravel AI Guard 🛡️💰🤖 - Control and optimize AI costs in Laravel AI SDK...	25	Experimental	24	PHP
31	ogulcanaydogan/LLM-Cost-Guardian Token budget enforcement and cost attribution middleware for LLM APIs....	24	Experimental	—	Go
32	defilantech/infercost Kubernetes-native cost intelligence for on-premises AI inference. Computes...	24	Experimental	2	Go
33	iBz-04/OmniLink Monitor api key usage per compute in dollars	24	Experimental	1	TypeScript
34	usagepilot/usagepilot Open-source AI usage metering for SaaS. Track tokens, calculate costs,...	24	Experimental	1	—
35	uucz/llmview See what your AI is thinking. See what it costs. One binary, zero config.	23	Experimental	1	Svelte
36	voska/toktap Transparent proxy that taps LLM API traffic to extract token usage metrics....	23	Experimental	1	Go
37	AIMasterLabs/tokenbudget Open source AI cost tracking. Know exactly what your AI costs — per feature,...	23	Experimental	1	Python
38	franzos/tku Token Usage CLI for Claude Code, Codex and others	23	Experimental	1	Rust
39	maichanks/llm-cost-optimizer LLM cost monitoring and optimization toolkit	23	Experimental	1	JavaScript
40	amedinat/LLMeter Open-source LLM cost monitoring & optimization platform. Track spend across...	22	Experimental	—	TypeScript
41	CYzhr/AICostMonitor AI API cost monitoring tool - Track and manage costs across multiple AI providers	22	Experimental	—	Python
42	AreteDriver/ai-spend Aggregate AI API costs across providers into a single CLI dashboard	22	Experimental	—	Python
43	mikolajbadyl/PicoWatch Lightweight self-hosted dashboard for tracking LLM API usage, costs and performance.	22	Experimental	—	Svelte
44	tokenpak/tokenpak Drop-in HTTP proxy that compresses LLM context, optimizes cache hits, routes...	22	Experimental	—	Python
45	ArivunidhiA/forecost Know exactly what your AI project will cost. Local-first LLM cost forecasting.	22	Experimental	—	Python
46	sriinnu/Runic macOS menu bar app for tracking AI usage, costs, quotas, and token windows...	22	Experimental	—	Swift
47	Vishwaksena94/tokenloom 🔍 Parse streamed text into structured events using TokenLoom, a TypeScript...	22	Experimental	—	TypeScript
48	gyeningcorp/tokenizer Real-time token counting & cost monitoring for every major LLM — Chrome,...	22	Experimental	—	JavaScript
49	cNoNim/llm-report Aggregate usage and cost reports for Codex, Claude Code, and Gemini CLI sessions.	22	Experimental	—	Python
50	hidearmoon/token-meter Track every token, control every dollar. Lightweight LLM API cost & usage...	22	Experimental	—	Python
51	ghoshsoham71/tokentaxi tokentaxi is a lightweight Python library that sits between your application...	22	Experimental	—	Python
52	sarth6/pydantic-ai-tool-budget Per-tool budget reminders for Pydantic AI agents	22	Experimental	—	Python
53	ManasVardhan/llm-cost-guardian 💰 Real-time cost monitoring and budget enforcement for LLM API calls	22	Experimental	—	Python
54	Mintlens/Mintlens LLM cost tracking & governance for AI builders — the missing financial layer...	22	Experimental	—	TypeScript
55	artur28544/tokenmeter 🔢 Count tokens and estimate API costs for OpenAI, Anthropic, and Google...	22	Experimental	—	TypeScript
56	artosien/Tokensense-Ai TokenSense is a lightning-fast token cost calculator for LLMs. Paste your...	22	Experimental	—	TypeScript
57	ritik250505/tokenfirewall Enforce and monitor LLM API budgets automatically with middleware that...	22	Experimental	—	TypeScript
58	jcxpjau/llm-burn Cost tracking and budget enforcement for LLM calls in NestJS — with a single...	22	Experimental	—	HTML
59	HandyS11/DotnetTokenKiller .NET CLI proxy that aim to reduce the LLM token usage though the dotnet commands	22	Experimental	—	C#
60	ollieb89/llm-cost-tracker GitHub Action to track LLM API costs in CI pipelines and alert on budget overruns	22	Experimental	—	TypeScript
61	olivelliott/fathom Know what your AI coding actually costs. Headless intelligence layer for...	22	Experimental	—	TypeScript
62	mlabouardy/practical-finops Practical FinOps: Managing cloud cost, visibility, and accountability	21	Experimental	2	Go
63	Mattbusel/llm-cost-dashboard Real-time terminal dashboard for LLM token spend — cost/request, projected...	19	Experimental	2	Rust
64	nicepkg/ai-spend Track your LLM API costs with one line of code. Wraps OpenAI & Anthropic...	19	Experimental	—	TypeScript
65	lymagics/tokemon A unified Python library for counting tokens across multiple LLM providers.	19	Experimental	—	Python
66	lymagics/tokemon.dev A web application for counting tokens across multiple LLM providers. Built...	19	Experimental	—	HTML
67	vizra-ai/ai-tokens A lightweight PHP package for AI token cost management. Estimate costs...	16	Experimental	1	PHP
68	DevelopedBy-Siva/token-scope Profile your LLM payloads. Find the waste. Cut the cost. Field-level token...	14	Experimental	—	Python
69	ivelin-web/tokenflow Real-time context-window token usage tracking for AI chat platforms	14	Experimental	3	TypeScript
70	tobiasleibrock/token-terminator TokenTerminator is an AI prompt optimization tool that helps reduce token...	14	Experimental	1	TypeScript
71	MukundaKatta/tokenlens See every dollar your AI spends	14	Experimental	—	TypeScript
72	tranhoangtu-it/ai-cost-profiler Token usage, latency, and cost profiling across OpenAI, Anthropic, and...	14	Experimental	—	TypeScript
73	Ali-Raza-Arain/llm-spend-guard Enforce real-time token budgets and spending limits for OpenAI, Anthropic...	14	Experimental	—	TypeScript
74	endless999-x/WealthDog-AI A local desktop monitoring tool for managing multiple AI API keys and...	14	Experimental	—	—
75	lazymac2x/ai-cost-calculator-api AI Cost Calculator API - calculate token costs for GPT-4, Claude, Gemini. REST + MCP.	14	Experimental	—	JavaScript
76	huntermussel/IRon IRon: a “token diet” agent for people who are tired of paying for markup	12	Experimental	1	Go
77	daveschumaker/tokenflow Interactive tool to visualize and compare different LLM token streaming speeds	11	Experimental	—	JavaScript
78	mohsenhe/infercost AI FinOps Engine - GPU/LLM cost attribution for Kubernetes	11	Experimental	—	Go
79	adriangalilea/vibe-coding-lang-bench Token cost comparison: why higher-level languages win for LLM-assisted coding	11	Experimental	—	Rust
80	RishiMdvrm/TeraOps---Quantum-Compute-Cost-Optimization An AI-powered quantum compute optimizer that minimizes cost and maximizes...	11	Experimental	—	Jupyter Notebook

Comparisons in this category

tokentap and tokentop (56 vs 37) ai-armor and ai-sdk-rate-limiter (40 vs 39)