AI Agent Token Cost Calculator

The AI Agent Token Cost Calculator by TinyOps Studio helps developers and teams estimate the monthly token spend of AI coding agents and identify avoidable waste. It provides a simple form to input runs per day, token counts, and provider pricing, then calculates estimated monthly cost, likely waste, and audit payback.

Key Features

• Cost Estimation: Calculate monthly spend based on input/output tokens and provider rates.
• Waste Analysis: Adjustable waste percentage (0-80%) to model cleanup upside.
• Audit Payback: Shows when a $199 audit is economically justified.
• Privacy: All calculations run in-browser; no data leaves the page.

Use Cases

• Teams using AI coding agents (e.g., GitHub Copilot, Cursor) wanting to optimize costs.
• Developers looking to reduce token waste from noisy logs, repeated context, and uncapped commands.
• Engineering managers evaluating ROI of agent workflow cleanup.

What Makes It Valuable

• Practical: Focuses on actionable fixes like summarizing logs, capping command output, and using durable state.
• Transparent: Uses actual provider pricing and user inputs.
• Free Tool: No sign-up required; instant results.

Target Audience

• Software developers and engineering teams using AI coding agents.
• DevOps and platform engineers optimizing CI/CD and agent workflows.
• Tech leads and managers monitoring AI tooling costs.