Free calculators and assessments for practical AI planning. Use these tools to evaluate automation readiness, estimate business value, and model LLM API token costs. No account or email address is required.
Score one business process across process clarity, data, integrations, ownership, risk, measurement, adoption, and operations. Receive a readiness level and practical next steps.
Automation ROI Calculator
Estimate time savings, annual labor value, first-year investment, net benefit, ROI, and payback period using transparent assumptions.
LLM Token Cost Calculator
Compare two API pricing scenarios using input, cached input, output, request volume, batch discounts, monthly spend, and annual cost.
Which tool should you use?
| Question | Tool | Output |
|---|---|---|
| Is this process ready to automate? | Readiness Assessment | Readiness score, level, and next steps |
| Could the automation create enough value? | ROI Calculator | Time savings, net benefit, ROI, and payback |
| What will LLM API usage cost? | Token Cost Calculator | Per-request, daily, monthly, and annual token cost |
A practical sequence for AI automation planning
- Assess readiness. Confirm that the process, data, integrations, ownership, controls, and measurement approach are sufficiently clear.
- Estimate value. Model conservative time savings and include implementation, software, AI usage, maintenance, and review costs.
- Model technical usage. Estimate token volume from representative requests and use current provider or contract pricing.
- Run a controlled pilot. Test exceptions, quality, security, user adoption, and recovery before broad rollout.
- Measure realized value. Replace assumptions with production data and update the business case.
Implementation resources
- AI agents guide
- n8n automation guide
- Prompt engineering guide
- AI consulting and workflow implementation
Frequently asked questions
Are the tools free?
Yes. They can be used without an account, email address, or payment.
Are entered values sent to AI Rockstars?
The calculations run in the browser. The tools do not require submitted contact details or an account.
Can the results be used as a final investment decision?
They are planning aids. Validate assumptions with process owners, technical teams, security stakeholders, and measured pilot data before approving investment.
Will more tools be added?
AI Rockstars will add tools where a transparent, focused calculation or assessment can solve a recurring planning problem without requiring hidden data or unreliable benchmarks.





