AI Agent Token Cost Calculator

AI Agent Token Cost Calculator is a free planning tool for teams running Codex, Claude Code, Cursor, browser agents, CI agents, and other long-running automation loops. It estimates token spend before a run starts. Enter the model price, context size, expected turns, retry rate, number of agents, and cleanup time. The calculator turns that into a practical cost estimate and break-even view, so teams can decide whether a task needs tighter instructions, smaller files, fewer retries, or a different execution path. The tool is useful when a workflow looks cheap per message but expensive over a full session. A few repeated commands, oversized context dumps, or unbounded browser checks can turn into real spend. The calculator makes that visible early enough to adjust the plan. Good use cases include: - estimating the cost of a multi-agent coding run - deciding whether to split a large task into smaller passes - comparing browser automation, CLI automation, and manual cleanup time - setting output caps and review checkpoints before a long job starts - explaining agent budget tradeoffs to a client or team TinyOps Studio built it for operators who want the value of AI automation without surprise token waste. It is simple on purpose: open the calculator, enter the run assumptions, and use the result to choose the next move. Try the calculator: https://tinyopsstudio.com/ai-agent-token-cost-calculator