What it helps you decide
Plan variants, replicates, cycles, observations, and elapsed testing.
Candle validation
Generate the candle count, burn cycles, observation schedule, and test matrix for wick variants, fragrance variants, replicates, and full-life testing.
The values already filled in are a working example—not a recommendation.
Your numbers
Use the filled example first. Then replace each field with a measured value or your best current estimate.
Important limit
Test the final vessel, wax, fragrance, dye, wick, fill, cure, and warning configuration through the complete life under controlled conditions. Define stop conditions and follow applicable fire-safety standards and supplier instructions.
About this free craft materials & fabrication tool
Plan variants, replicates, cycles, observations, and elapsed testing. The calculator runs privately in your browser and is designed to make the assumptions behind the answer visible.
Plan variants, replicates, cycles, observations, and elapsed testing.
Measure the real mold, vessel, fabric, or batch; then use the exact supplier ratio, density, usage ceiling, cure instructions, and expected waste.
Key inputs: Vessel or candle identifier; Wick variants being compared; Wax or fragrance formula variants; Replicate candles per combination; Hours per burn cycle.
Use the estimate to prepare a controlled test quantity. Confirm fit, cure, burn, color, strength, or cut yield before committing a full production run.
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Batch Scale connects recipes, materials, costs, inventory, production, sales, and your storefront in one workspace.