Construction to Perm Loan Calculator
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Construction to Perm Loan Calculator
Estimate your total loan costs, including interest and fees, for a seamless transition from construction to permanent financing.
Construction to Perm Loan Calculator
Your Loan Estimates
Estimated Monthly P&I (Permanent Phase): —
(Principal & Interest)
Total Construction Interest: —
Total Loan Fees: —
Total Paid Over Loan Term: —
Total Interest Paid (Perm): —
Total Project Cost: —
Monthly P&I Calculation: Uses the standard mortgage formula: M = P [ i(1 + i)^n ] / [ (1 + i)^n – 1], where P is the principal loan amount, i is the monthly interest rate (annual rate / 12), and n is the total number of payments (loan term in years * 12). Construction interest is calculated on disbursed amounts over the draw period. Fees are a percentage of the permanent loan.
Loan Amortization Over Time
Construction Interest Accrued
Permanent Loan P&I Payments
Loan Breakdown Table
| Metric |
Value |
| Permanent Loan Amount |
|
| Annual Interest Rate (Perm) |
|
| Loan Term (Years) |
|
| Monthly P&I Payment |
|
| Total Permanent Interest |
|
| Total Construction Interest |
|
| Total Loan Fees |
|
| Total Repaid |
|
| Estimated Total Project Cost |
|
What is a Construction to Perm Loan?
A construction to perm loan, often called a "Con-to-Perm" loan or an "all-in-one" loan, is a specialized mortgage product designed for individuals or entities looking to build a new home or property. It simplifies the financing process by combining two distinct loan phases into a single, continuous loan. Initially, the loan funds are disbursed in stages to cover the costs of construction. Once construction is complete and the property is ready for occupancy, the loan automatically converts into a traditional, long-term permanent mortgage without requiring a separate application or closing process for the second phase. This eliminates the need for borrowers to secure two separate loans, each with its own set of fees, paperwork, and closing costs. It's an efficient way to finance the entire project from ground-breaking to move-in.
This type of loan is ideal for:
- Homebuyers who are building a custom home on land they already own or are purchasing.
- Individuals who want to avoid the hassle and extra expense of getting a construction loan followed by a separate refinance for a permanent mortgage.
- Experienced builders or developers who need a streamlined financing solution for multiple projects.
A common misconception is that a construction to perm loan is significantly more expensive than getting two separate loans. While there might be some upfront costs associated with the combined nature of the loan, the overall savings in fees, interest rate arbitrage, and the convenience of a single closing often make it a financially sound choice. Another misconception is that it's only for luxury custom builds; these loans are available for a wide range of residential and even some commercial construction projects.
Construction to Perm Loan Formula and Mathematical Explanation
The calculation for a construction to perm loan involves understanding both the construction phase financing and the permanent mortgage phase. The construction to perm loan calculator simplifies these complex calculations.
Construction Phase Calculations:
During the construction phase, borrowers typically pay interest only on the funds that have been drawn to date. The interest rate for this phase is often slightly higher than the permanent phase rate. The total construction interest is the sum of interest paid on each draw over the draw period.
Simplified Construction Interest Approximation:
Total Construction Interest ≈ (Sum of (Amount Drawn * Interest Rate * Time Period for Each Draw))
A more accurate calculation would involve monthly interest accrual on outstanding balances from draws. For simplicity in many calculators, an average balance over the construction period might be used, or a monthly calculation on cumulative draws. Our calculator approximates this based on the total construction cost, an average draw assumption, and the construction interest rate over the draw period.
Permanent Phase Calculations:
Once construction is complete, the loan balance converts to a permanent mortgage. The primary calculation here is the monthly Principal and Interest (P&I) payment.
The standard mortgage payment formula (annuity formula) is used:
M = P [ i(1 + i)^n ] / [ (1 + i)^n – 1]
Where:
M = Monthly Payment (Principal & Interest)
P = Principal Loan Amount (This is the permanent loan amount after conversion)
i = Monthly Interest Rate (Annual Interest Rate / 12)
n = Total Number of Payments (Loan Term in Years * 12)
Fees and Total Costs:
Loan fees are typically calculated as a percentage of the permanent loan amount and are often paid upfront or rolled into the loan.
Total Loan Fees = Permanent Loan Amount * (Loan Fees Percentage / 100)
The total project cost is the sum of the construction cost, total interest paid during construction, total permanent interest paid over the life of the loan, and any loan fees.
Total Project Cost = Construction Cost + Total Construction Interest + Total Permanent Interest + Total Loan Fees
Variable Explanations:
| Variable |
Meaning |
Unit |
Typical Range |
| P (Principal Loan Amount) |
The total amount borrowed for the permanent mortgage phase. |
Currency ($) |
$100,000 – $2,000,000+ |
| i (Monthly Interest Rate) |
The interest rate applied per month. |
Decimal (e.g., 0.055 / 12) |
0.003 – 0.083 (approx. 3.6% – 10% annual) |
| n (Number of Payments) |
The total number of monthly payments over the loan's life. |
Integer |
180 (15 yrs) – 360 (30 yrs) |
| Construction Cost |
The total budget for building the property. |
Currency ($) |
$200,000 – $1,000,000+ |
| Interest Rate (Construction) |
Interest rate applied to drawn construction funds. |
Percentage (%) |
4.0% – 9.0% |
| Loan Term (Construction) |
Duration of the construction draw period in months. |
Months |
6 – 18 months |
| Loan Fees |
Upfront lender fees, points, etc. |
Percentage (%) |
0.5% – 3.0% |
Practical Examples (Real-World Use Cases)
Example 1: Custom Dream Home
Sarah and Tom are building their dream home on a piece of land they inherited. They have a detailed blueprint and a construction budget.
Inputs:
- Construction Cost: $600,000
- Permanent Loan Amount: $480,000
- Annual Interest Rate (Perm Phase): 5.0%
- Loan Term (Years): 30
- Construction Interest Rate (Draws): 6.5%
- Construction Loan Draw Period (Months): 12
- Loan Fees (%): 1.0%
Calculator Output:
- Estimated Monthly P&I (Permanent Phase): $2,576.77
- Total Construction Interest: Approximately $31,200 (This is an estimate based on average draw assumptions)
- Total Loan Fees: $4,800
- Total Interest Paid (Perm): $447,636.48
- Total Project Cost: Approximately $1,113,636.48 (Construction Cost + Total Construction Interest + Total Permanent Interest + Total Loan Fees)
Financial Interpretation:
Sarah and Tom will face an estimated monthly mortgage payment of around $2,577 for their permanent loan. Over the 30-year term, they'll pay substantial interest on the permanent loan ($447,636.48), plus the estimated $31,200 in interest during construction and $4,800 in fees. The total cost of their dream home project, financed through this loan, is estimated at just over $1.1 million.
Example 2: Spec Home Construction
A local developer, BuildRight LLC, is constructing a spec home to sell. They need efficient financing.
Inputs:
- Construction Cost: $350,000
- Permanent Loan Amount: $300,000
- Annual Interest Rate (Perm Phase): 6.25%
- Loan Term (Years): 15
- Construction Interest Rate (Draws): 7.0%
- Construction Loan Draw Period (Months): 9
- Loan Fees (%): 1.25%
Calculator Output:
- Estimated Monthly P&I (Permanent Phase): $2,586.56
- Total Construction Interest: Approximately $15,750 (Estimate)
- Total Loan Fees: $3,750
- Total Interest Paid (Perm): $165,580.80
- Total Project Cost: Approximately $535,080.80 (Construction Cost + Total Construction Interest + Total Permanent Interest + Total Loan Fees)
Financial Interpretation:
BuildRight LLC can expect a monthly P&I payment of about $2,587 on the permanent mortgage. The total interest paid over the 15-year loan term will be around $165,581. Adding the construction interest ($15,750) and fees ($3,750) to the initial construction cost ($350,000), the total investment is approximately $535,081. This provides a clear picture of the project's total financial outlay before considering profit margins from the sale.
How to Use This Construction to Perm Loan Calculator
Our intuitive construction to perm loan calculator is designed to give you quick, clear estimates. Follow these steps:
- Enter Construction Cost: Input the total anticipated cost to build your property. This includes labor, materials, permits, and other direct construction expenses.
- Enter Permanent Loan Amount: Specify the amount you plan to borrow for the permanent mortgage phase. This is often a percentage of the total project cost or appraised value after completion.
- Input Permanent Interest Rate: Provide the annual interest rate for the long-term mortgage you expect to secure.
- Set Loan Term (Years): Enter the desired number of years for your permanent mortgage (e.g., 15 or 30 years).
- Enter Construction Interest Rate: Input the annual interest rate that will apply to the funds you draw during the construction period.
- Specify Construction Draw Period: Enter the number of months you anticipate the construction phase will last.
- Add Loan Fees: Input any lender fees, such as origination fees or points, as a percentage of the permanent loan amount.
- Click 'Calculate': Once all fields are filled, click the 'Calculate' button.
Reading the Results:
- Estimated Monthly P&I (Permanent Phase): This is your projected principal and interest payment once the loan converts to a permanent mortgage. It does NOT include property taxes, homeowner's insurance, or potential HOA fees (often called PITI).
- Total Construction Interest: An estimate of the interest you'll pay on the funds disbursed during the construction phase.
- Total Loan Fees: The total amount of upfront lender fees based on the percentage you entered.
- Total Interest Paid (Perm): The total interest you will pay over the entire term of the permanent mortgage.
- Total Project Cost: An overall estimate of the financial outlay for the entire project, including construction, financing costs, and interest.
- Table Breakdown: The detailed table provides a clear summary of all key input and output metrics.
- Amortization Chart: Visualize how the loan balance changes over time, illustrating the impact of construction interest versus permanent payments.
Decision-Making Guidance:
Use these results to compare different financing scenarios, understand the total cost of your project, and discuss options with your lender. The primary monthly payment is crucial for assessing affordability, while the total costs highlight the long-term financial commitment. If the projected monthly payment is too high, consider adjusting the loan term, seeking a lower interest rate, or reducing the loan amount.
Key Factors That Affect Construction to Perm Loan Results
Several variables significantly influence the outcome of your construction to perm loan. Understanding these factors is key to effective financial planning:
-
Interest Rates: This is arguably the most impactful factor. Both the construction and permanent phase interest rates directly affect your monthly payments and total interest paid. Fluctuations in market rates can alter your borrowing costs substantially. Higher rates mean higher interest expenses during construction and higher P&I payments.
-
Loan Amount and Loan-to-Value (LTV) Ratio: The principal amount of the loan, especially the permanent loan amount, dictates your monthly payments and total interest. Lenders assess risk based on the LTV ratio (loan amount relative to the property's value). A lower LTV (requiring a larger down payment or less financing) often secures better rates and terms.
-
Loan Term: The duration of the permanent mortgage significantly impacts the monthly payment. A longer term (e.g., 30 years) results in lower monthly P&I payments but substantially increases the total interest paid over the life of the loan compared to a shorter term (e.g., 15 years).
-
Construction Costs & Budget Overruns: The initial construction budget is the foundation. If actual costs exceed the budget, you may need to increase your loan amount (if possible), use more of your own funds, or potentially face higher overall financing costs. Unexpected changes during construction can cascade into financing adjustments.
-
Lender Fees and Points: Origination fees, points, appraisal fees, and other administrative charges add to the upfront cost of the loan. While often expressed as a percentage, these can add up to thousands of dollars, impacting the total project cost and the effective Annual Percentage Rate (APR).
-
Draw Schedule and Timing: How quickly funds are drawn during construction affects the total construction interest paid. A faster build timeline with quicker draws means more interest accrues sooner. Conversely, delays can extend the construction phase, potentially increasing total interest if rates rise or adding complexity if lender terms are time-bound.
-
Property Appraisal and Valuation: The final appraised value of the completed home is critical for the permanent loan phase. If the appraisal comes in lower than expected, it could reduce the loan amount you qualify for or require you to bring additional funds to closing.
-
Credit Score and Financial Health: Your creditworthiness plays a vital role. A higher credit score typically grants access to lower interest rates and more favorable loan terms. Lenders scrutinize your income, debt-to-income ratio, and overall financial stability.
Frequently Asked Questions (FAQ)
What is the difference between a construction loan and a construction to perm loan?
A traditional construction loan is a short-term loan specifically for building, which must be paid off or refinanced into a separate permanent mortgage upon completion. A construction to perm loan combines both phases into a single loan, simplifying the process and often reducing closing costs by eliminating a second refinance transaction.
Can I use a construction to perm loan for any type of property?
Typically, construction to perm loans are primarily designed for single-family residences. Some lenders may offer variations for multi-unit dwellings or smaller commercial projects, but this is less common and subject to stricter requirements. Always check with your lender about property eligibility.
What happens if my construction costs exceed my budget?
If your construction costs go over budget, you'll likely need to cover the difference. This could involve using personal savings, a separate line of credit, or, in some cases, renegotiating with your lender to increase the permanent loan amount, provided the property's final appraised value supports it and you meet the lender's new criteria.
Do I pay interest on the full loan amount during construction?
No, you typically only pay interest on the funds that have been disbursed (drawn) from the loan to cover construction expenses. As more funds are drawn, your interest payments increase. This is known as interest-only payments during the construction draw period.
What credit score is needed for a construction to perm loan?
Credit score requirements vary by lender, but generally, you'll need a good to excellent credit score, often 680 or higher, sometimes even 700+. Because it's a two-stage loan, lenders view it as higher risk than a standard mortgage. Some programs, like FHA construction loans, might have lower requirements.
Are there any hidden fees associated with these loans?
While the calculator shows common fees, it's essential to review the loan estimate (LE) provided by the lender. Potential fees can include application fees, appraisal fees, title insurance, recording fees, inspection fees, and survey costs. Always ask for a full disclosure of all potential costs.
Can I use my own contractor with a construction to perm loan?
Most lenders require you to use a licensed and insured contractor who meets their criteria. They will vet the contractor's experience, financial stability, and license. Some may allow owner-builders under specific, stringent conditions, but this is rare and requires significant experience.
What is the typical timeline for a construction to perm loan process?
The process can be lengthy, often taking several months. It includes loan application, underwriting, builder and plans approval, construction draw funding, and finally, the conversion to the permanent mortgage. The construction phase itself can take anywhere from 6 to 18 months or more, depending on the project's complexity and location.
Related Tools and Internal Resources
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if (!validateInputs()) {
document.getElementById('resultsContainer').style.display = 'none';
document.getElementById('chartContainer').style.display = 'none';
document.getElementById('dataTableContainer').style.display = 'none';
return;
}
var constructionCost = parseFloat(document.getElementById('constructionCost').value);
var permLoanAmount = parseFloat(document.getElementById('permLoanAmount').value);
var annualInterestRatePerm = parseFloat(document.getElementById('interestRate').value);
var loanTermYears = parseFloat(document.getElementById('loanTerm').value);
var annualInterestRateConstruction = parseFloat(document.getElementById('interestRateConstruction').value);
var loanTermMonthsConstruction = parseFloat(document.getElementById('loanTermConstruction').value);
var loanFeesPercent = parseFloat(document.getElementById('loanFees').value);
var monthlyInterestRatePerm = annualInterestRatePerm / 100 / 12;
var numberOfPayments = loanTermYears * 12;
var monthlyPayment = 0;
var totalPermInterest = 0;
var totalLoanFees = permLoanAmount * (loanFeesPercent / 100);
var totalConstructionInterest = 0; // Approximation
// Calculate Permanent Mortgage Payment (P&I)
if (monthlyInterestRatePerm > 0 && numberOfPayments > 0) {
monthlyPayment = permLoanAmount * (monthlyInterestRatePerm * Math.pow(1 + monthlyInterestRatePerm, numberOfPayments)) / (Math.pow(1 + monthlyInterestRatePerm, numberOfPayments) – 1);
} else if (numberOfPayments > 0) {
monthlyPayment = permLoanAmount / numberOfPayments; // Simple division if rate is 0
}
// Calculate Total Permanent Interest
if (monthlyPayment > 0) {
totalPermInterest = (monthlyPayment * numberOfPayments) – permLoanAmount;
}
// Approximate Construction Interest
// This is a simplified estimation. A real calculator would track monthly accrual.
// Assumption: Draws happen evenly over construction period. Average balance during construction is roughly half of total construction cost.
var averageConstructionBalance = constructionCost / 2;
var monthlyInterestConstruction = annualInterestRateConstruction / 100 / 12;
totalConstructionInterest = averageConstructionBalance * monthlyInterestConstruction * loanTermMonthsConstruction;
// Ensure totalConstructionInterest is not NaN if inputs are zero
if (isNaN(totalConstructionInterest) || totalConstructionInterest 0 && months > 0) {
monthlyPayment = principal * (monthlyRate * Math.pow(1 + monthlyRate, months)) / (Math.pow(1 + monthlyRate, months) – 1);
} else if (months > 0) {
monthlyPayment = principal / months;
}
var labels = [];
var principalPayments = [];
var interestPayments = []; // For permanent phase
var remainingBalance = principal;
var constructionInterestAccrued = []; // Placeholder, simplified
// Simplified construction interest accrual visualization
var constructionInterestRate = parseFloat(document.getElementById('interestRateConstruction').value) / 100;
var constructionMonths = parseInt(document.getElementById('loanTermConstruction').value);
var constructionCost = parseFloat(document.getElementById('constructionCost').value);
var approxAvgConstructionBalance = constructionCost / 2; // Simplified average balance
var monthlyConstructionInterest = approxAvgConstructionBalance * (constructionInterestRate / 12);
for (var i = 0; i remainingBalance) {
principalThisMonth = remainingBalance;
monthlyPayment = remainingBalance + interestThisMonth; // Adjust monthly payment if it's the last payment
}
principalPayments.push(principalThisMonth);
interestPayments.push(interestThisMonth);
remainingBalance -= principalThisMonth;
// Simplified visualization for construction interest
if (i < constructionMonths) {
constructionInterestAccrued.push(monthlyConstructionInterest * (i + 1)); // Cumulative construction interest visualization
} else {
constructionInterestAccrued.push(monthlyConstructionInterest * constructionMonths); // Constant after construction phase for visual continuity
}
}
// Ensure final remaining balance is close to 0
if (remainingBalance -0.01) remainingBalance = 0;
chartInstance = new Chart(ctx, {
type: 'line',
data: {
labels: labels,
datasets: [
{
label: 'Construction Interest (Cumulative Est.)',
data: constructionInterestAccrued,
borderColor: 'rgba(255, 99, 132, 1)', // Reddish for construction interest
backgroundColor: 'rgba(255, 99, 132, 0.2)',
fill: false,
tension: 0.1,
yAxisID: 'y',
borderDash: [5, 5] // Dashed line for construction interest
},
{
label: 'Permanent Loan P&I Payments',
data: Array(months).fill(monthlyPayment), // Constant monthly payment line
borderColor: 'rgba(40, 167, 69, 1)', // Green for permanent payments
backgroundColor: 'rgba(40, 167, 69, 0.2)',
fill: false,
tension: 0.1,
yAxisID: 'y'
}
]
},
options: {
responsive: true,
maintainAspectRatio: false,
scales: {
x: {
title: { display: true, text: 'Loan Month' },
ticks: {
maxTicksLimit: 15, // Show fewer labels on x-axis for readability
callback: function(value, index, values) {
if (index === 0 || index === values.length – 1 || index % Math.floor(values.length / 10) === 0) {
return value;
}
return ";
}
}
},
y: {
beginAtZero: true,
title: { display: true, text: 'Amount ($)' },
ticks: {
callback: function(value) {
if (value % 100000 === 0) return formatCurrency(value);
if (value % 10000 === 0) return value / 1000 + 'K';
if (value % 1000 === 0) return value / 1000 + 'K';
return ";
}
}
}
},
plugins: {
legend: {
display: false // Legend is handled by custom div
},
title: {
display: true,
text: 'Construction Interest vs. Permanent P&I Payments Over Time'
}
}
}
});
}
function resetCalculator() {
document.getElementById('constructionCost').value = 500000;
document.getElementById('permLoanAmount').value = 400000;
document.getElementById('interestRate').value = 5.5;
document.getElementById('loanTerm').value = 30;
document.getElementById('interestRateConstruction').value = 6.0;
document.getElementById('loanTermConstruction').value = 12;
document.getElementById('loanFees').value = 1.5;
// Reset errors
document.querySelectorAll('.error-message').forEach(function(el) {
el.classList.remove('visible');
});
document.querySelectorAll('input').forEach(function(el) {
el.classList.remove('error-input');
});
document.getElementById('resultsContainer').style.display = 'none';
document.getElementById('chartContainer').style.display = 'none';
document.getElementById('dataTableContainer').style.display = 'none';
if (chartInstance) {
chartInstance.destroy();
chartInstance = null;
}
}
function copyResults() {
var monthlyPayment = document.getElementById('monthlyPayment').innerText;
var totalConstructionInterest = document.getElementById('totalConstructionInterest').innerText;
var totalLoanFees = document.getElementById('totalLoanFees').innerText;
var totalRepaid = document.getElementById('totalRepaid').innerText;
var totalPermInterest = document.getElementById('totalPermInterest').innerText;
var totalProjectCost = document.getElementById('totalProjectCost').innerText;
var constructionCost = document.getElementById('constructionCost').value;
var permLoanAmount = document.getElementById('permLoanAmount').value;
var interestRate = document.getElementById('interestRate').value;
var loanTerm = document.getElementById('loanTerm').value;
var interestRateConstruction = document.getElementById('interestRateConstruction').value;
var loanTermConstruction = document.getElementById('loanTermConstruction').value;
var loanFees = document.getElementById('loanFees').value;
var resultsText = "— Construction to Perm Loan Calculation Results —\n\n";
resultsText += "Key Assumptions:\n";
resultsText += "- Construction Cost: " + formatCurrency(parseFloat(constructionCost)) + "\n";
resultsText += "- Permanent Loan Amount: " + formatCurrency(parseFloat(permLoanAmount)) + "\n";
resultsText += "- Annual Interest Rate (Perm Phase): " + formatPercent(parseFloat(interestRate)) + "\n";
resultsText += "- Loan Term (Years): " + formatYears(parseFloat(loanTerm)) + "\n";
resultsText += "- Construction Interest Rate: " + formatPercent(parseFloat(interestRateConstruction)) + "\n";
resultsText += "- Construction Draw Period: " + formatMonths(parseFloat(loanTermConstruction)) + "\n";
resultsText += "- Loan Fees (%): " + formatPercent(parseFloat(loanFees)) + "\n\n";
resultsText += "Estimated Results:\n";
resultsText += "- Estimated Monthly P&I (Permanent Phase): " + monthlyPayment + "\n";
resultsText += "- Total Construction Interest: " + totalConstructionInterest + "\n";
resultsText += "- Total Loan Fees: " + totalLoanFees + "\n";
resultsText += "- Total Interest Paid (Perm): " + totalPermInterest + "\n";
resultsText += "- Total Project Cost: " + totalProjectCost + "\n";
// Use a temporary textarea to copy
var textArea = document.createElement("textarea");
textArea.value = resultsText;
document.body.appendChild(textArea);
textArea.focus();
textArea.select();
try {
var successful = document.execCommand('copy');
var msg = successful ? 'Results copied successfully!' : 'Failed to copy results.';
console.log(msg);
// Optionally show a temporary message to the user
var notification = document.createElement('div');
notification.textContent = msg;
notification.style.cssText = 'position: fixed; top: 50%; left: 50%; transform: translate(-50%, -50%); background-color: var(–primary-color); color: white; padding: 15px; border-radius: 5px; z-index: 1000;';
document.body.appendChild(notification);
setTimeout(function(){ document.body.removeChild(notification); }, 2000);
} catch (err) {
console.error('Fallback: Oops, unable to copy', err);
}
document.body.removeChild(textArea);
}
function toggleFaq(element) {
var faqItem = element.closest('.faq-item');
faqItem.classList.toggle('active');
}
function scrollIntoView(elementId) {
var element = document.getElementById(elementId);
if (element) {
element.scrollIntoView({ behavior: 'smooth', block: 'start' });
}
}
// Add event listeners for real-time updates
document.getElementById('constructionCost').addEventListener('input', calculateLoan);
document.getElementById('permLoanAmount').addEventListener('input', calculateLoan);
document.getElementById('interestRate').addEventListener('input', calculateLoan);
document.getElementById('loanTerm').addEventListener('input', calculateLoan);
document.getElementById('interestRateConstruction').addEventListener('input', calculateLoan);
document.getElementById('loanTermConstruction').addEventListener('input', calculateLoan);
document.getElementById('loanFees').addEventListener('input', calculateLoan);
// Initial calculation on load
document.addEventListener('DOMContentLoaded', function() {
calculateLoan();
});
// Dummy Chart.js library for demonstration purposes if not available globally
// In a real WordPress environment, you'd enqueue this properly.
// For this standalone HTML, we'll embed a minimal representation if needed,
// but assume Chart.js is available. If running this standalone, you'd need
// to include Chart.js library from a CDN or local file.
// Example:
// For this strict HTML-only output, we can't rely on external scripts.
// The user is expected to have chart.js available in their environment.
// The code assumes `new Chart(ctx, config)` works.