AI Agent Token Waste Audit
Find repeated context, retry loops, routing waste, and oversized prompts before they become recurring AI spend.
What This Checks
- •Repeated context
- •Retry loops
- •Routing waste
- •Unnecessary fallback
- •Oversized prompts
- •Recurring workflow token burn
Start Here
Begin with the Token Waste Audit, then estimate your full workflow cost.
AI Agent Token Waste Audit
Run a guided browser-based audit for repeated context, retry loops, fallback waste, and recurring agent workflow token burn.
Simple CalcAI Agent Token Waste Calculator
Find repeated context, retry loops, routing waste, and oversized prompts before they burn budget.
PopularAgent Workflow Cost Estimator
Know what your AI agent workflow actually costs per task.
SupportingAI Agent ROI Calculator
Quantify whether your AI agent investment actually pays for itself.
中文 PoCClaude Code 中文浪费体检
给 Claude Code / Cursor 用户的本地优先、text-only 浪费自检：找出重复上下文、失败循环和配额烧穿风险。不是精确算账；重点是发现工作流浪费模式。
Agent Cost Control Skills
These are for users who want their agent to inspect real recurring jobs, routing decisions, retries, fallbacks, or sub-agent model choices for possible token waste.
OpenClaw Waste Audit
Find recurring OpenClaw jobs that may be wasting tokens before the waste compounds.
openclaw skills install waste-auditView on ClawHub →Agent Routing Waste Audit
Paste an agent job, cron, routing, or run summary and get an immediate read-only audit of possible routing, retry, fallback, or model-assignment waste.
openclaw skills install agent-routing-waste-auditView on ClawHub →Agent Token Cost Signal Kit
Find token waste, repeated calls, and risky routing changes before they become real cost.
openclaw skills install agent-cost-eval-kitView on ClawHub →Free Token Waste Checks Today. Team Audits Later.
Core calculators are free to use, with no login and no API key required. Future team features may include saved audits, recurring agent job reviews, real run log analysis, exportable reports, alerts, and workflow integrations. If you are running recurring AI agent jobs and want early access to team audit features, contact us below.
Contact for Team AuditSupporting LLM & Prompt Tools
Use these for model pricing and prompt-level cost analysis.
LLM Model Cost Calculator
Compare token costs across GPT-5, Claude 4, Gemini 2.5, DeepSeek V4, Qwen, MiniMax, Groq, and more.
Prompt Cost Calculator
Know exactly how much your prompt costs before you send it.
System Prompt Length Checker
Know exactly how much of your context window your system prompt consumes.
LLM Context Window Calculator
Know how much conversation space you have left after your system prompt.
Prompt Compression Savings Calculator
See how much compression saves you — before and after.
OpenAI vs Claude vs Gemini
Compare AI model costs side-by-side in seconds.
AI Tool Stack Cost Calculator
See your total AI infrastructure cost in one place.
Why InferClaw Tools
No Login Required
All calculators run entirely in your browser. Your inputs are never sent to any server.
No API Keys
We never ask for your API keys. These are estimation tools, not API integrations.
Approximate Estimates
All costs are estimates based on public pricing. Verify against your provider dashboard for actual billing.
Browser-Based Estimation
Everything runs locally in your browser. No server-side processing of your data.
Read-Only / No Production Changes
Our tools estimate and audit — they never modify your agent configs, provider settings, or production infrastructure.
Questions, feedback, or suggestions? Contact us at support@inferclaw.ai.