Demand Charge Explainer

Paste the demand charge from your bill and an AI model in your browser explains what set the peak and how to lower it.

Free, private, no signup.

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Interactive Tool

This tool runs in your browser and is loading now.

Enter your values once it appears to see your results.

How Demand Charge Explainer works

Press Load model once: your browser downloads Gemma 4 E2B instruction-tuned (web build) (2.0 GB) from this site and keeps it in its cache. Then add your text and press Analyze locally. The model runs on this device using your graphics card, so nothing you enter is sent to a server. Until the model is loaded, or if your device cannot run it, the tool falls back to a simple keyword check and labels the result as the fallback.

Gemma 4 E2B instruction-tuned (web build) is a small open language model from Google. The tool sends it the instruction below plus your text, asks for a JSON answer with fixed fields, and shows each field as a card. It runs at temperature 0, so the same input gives the same answer on the same device, though different graphics cards can word it slightly differently.

Inputs longer than 6,000 characters are cut to that length before they reach the model, and the result says so. The model only sees what you paste: it does not look anything up.

The instruction the model gets

You explain an electricity demand charge in plain English. A demand charge bills the highest power draw (kW) in a period, not total energy (kWh). Copy the peak kW, rate, time and charge exactly as written. Name the loads the text says ran at the same time, and suggest ways to stagger them. Do not add, subtract, multiply, average or convert any numbers; copy every figure exactly as written.

What it returns

  • What happened: Two plain sentences on what set the demand charge, using the text's figures.
  • Figures on the bill: Peak kW, demand rate, charge amount and the time of the peak, as written.
  • Loads running together: Appliances or equipment the text says were on at the peak.
  • Ways to lower it: Specific ways to stagger or delay the loads named in the text.

Worked example

The model's output for the built-in sample, recorded on a desktop browser. Your run may word things slightly differently.

Bill note: Peak demand 18.4 kW occurred Tuesday 5:15pm when EV charger, oven, dryer, and heat pump were running together.
What happened
The demand charge is based on the highest power draw, which was 18.4 kW, occurring at 5:15pm. This peak draw included the EV charger, oven, dryer, and heat pump running simultaneously.
Figures on the bill
Peak demand 18.4 kW Tuesday 5:15pm
Loads running together
EV charger oven dryer heat pump
Ways to lower it
Stagger the operation of the EV charger, oven, dryer, and heat pump.

The model

The files are served from this site, versioned so a cached copy is never stale. Nothing is fetched from a third party while you use the tool.

ModelDownloadRuns onLicence
Gemma 4 E2B instruction-tuned (web build)2.0 GBGraphics card (WebGPU)Apache-2.0

Limitations

  • Small language models make mistakes: they can miss an item, merge two, or state something more confidently than the text supports. Check the result against your input before you rely on it.
  • It needs WebGPU and about 8 GB of memory, so it is offered on desktops and laptops, not on phones and tablets. Devices that cannot run it get the keyword fallback, clearly labelled.
  • Results describe the input you gave, not the real-world situation behind it. Review them yourself before acting.

Good uses

  • Triage energy and utilities notes before deeper review
  • Prepare consistent labels for repeat workflows
  • Reduce manual sorting on small batches
  • Keep sensitive drafts in the browser preview

Frequently Asked Questions

Common questions about the Demand Charge Explainer

No. The model files download from this site once, and then everything runs in your browser tab. The text you enter is never sent to a server, and closing the tab discards it.

Sources & References

International System of Units (SI): energy, work and heat

Energy, work and heat is measured in the joule (J); 1 cal = 4.184 J. Conversions between SI and other units use exact, internationally agreed factors maintained by NIST.

International System of Units (SI)

Authoritative definitions for energy, work and heat, from the BIPM SI Brochure (9th edition), the defining reference for the SI.