Decision Summary
MET-based estimate with optional incline multiplier.
Cardio
Estimate calories burned from body weight, duration, MET intensity, and incline assumptions.
MET-based estimate with optional incline multiplier.
Primary result and the most important supporting metrics.
Contract, discovery endpoints, and developer notes for agent use.
Always available for agents
Tool contract JSON
https://aifithub.io/contracts/calories-burned-calculator.jsonStable input and output contract for this exact tool.
Human review
People can use the browser page to sense-check outputs and charts, but agents should still execute against the contract and discovery endpoints.
{
"tool": "calories_burned",
"weight_kg": 78,
"duration_minutes": 45,
"activity_met": 7.5,
"incline_percent": 0
} No. Start with /agent-tools.json, then follow the tool's contract URL. The page UI is for human review, not parameter discovery.
Every tool opens in Quick Start first. Advanced Controls keeps the same scenario, reveals more assumptions or diagnostics, and every tool keeps AI integrations inline below the instructions.
Open it when a human wants to sense-check the output, review the chart, or keep exploring related tools after the calculation finishes.
Because calorie burn depends on body size, efficiency, effort, terrain, and movement style. Any calculator is giving you a useful range, not a lab reading.
They use different models and different signals. The useful move is to look for a consistent range instead of chasing a single exact number.
Usually not. Most people do better treating exercise calories cautiously, then adjusting from bodyweight and recovery data over time.
Using realistic duration and effort, then comparing multiple sessions so you understand relative output instead of obsessing over one workout.
Yes. AI Fit Hub tools are free, no-signup browser tools. Inputs stay in your browser unless you choose to share a URL.
No. These outputs are general fitness estimates — not medical advice.
Related Resources
Every link here is tied directly to Calories Burned Calculator. Use the explanation, formula, examples, and benchmarks to pressure-test the calculator output from first principles.
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