diff --git a/package-lock.json b/package-lock.json
index bc4ecdce..4bad3326 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,30 +1,30 @@
 {
   "name": "rebenchdb",
-  "version": "0.4.0",
+  "version": "0.5.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "rebenchdb",
-      "version": "0.4.0",
+      "version": "0.5.0",
       "hasInstallScript": true,
       "license": "MIT",
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         "@octokit/rest": "19.0.13",
-        "@sgratzl/chartjs-chart-boxplot": "^3.10.0",
-        "chart.js": "^3.5.1",
-        "chartjs-node-canvas": "4.1.6",
-        "chartjs-plugin-annotation": "2.2.1",
+        "@sgratzl/chartjs-chart-boxplot": "4.3.0",
+        "canvas": "2.11.2",
+        "chart.js": "4.4.2",
+        "chartjs-plugin-annotation": "3.0.1",
         "decimal.js": "10.4.3",
         "ejs": "3.1.9",
         "join-images": "1.1.5",
-        "koa": "2.15.1",
+        "koa": "2.15.2",
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         "koa-router": "12.0.1",
         "pg": "8.11.3",
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-        "sharp": "0.32.6",
+        "sharp": "0.33.3",
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@@ -34,24 +34,25 @@
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         "@types/koa": "2.15.0",
         "@types/koa-router": "7.4.8",
-        "@types/pg": "8.11.2",
+        "@types/pg": "8.11.4",
         "@types/pixelmatch": "5.2.6",
         "@types/pngjs": "6.0.4",
-        "@typescript-eslint/eslint-plugin": "7.2.0",
-        "@typescript-eslint/parser": "7.2.0",
+        "@typescript-eslint/eslint-plugin": "7.3.1",
+        "@typescript-eslint/parser": "7.3.1",
         "ajv": "8.12.0",
-        "eslint": "8.56.0",
+        "eslint": "8.57.0",
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         "eslint-plugin-prettier": "5.1.3",
         "jest": "29.7.0",
         "nodemon": "3.1.0",
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         "pixelmatch": "5.3.0",
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         "source-map-support": "0.5.21",
         "terser": "5.29.2",
         "ts-jest": "29.1.2",
-        "typescript": "5.4.2",
+        "typescript": "5.4.3",
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@@ -68,127 +69,56 @@
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+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.3.0.tgz",
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       "dev": true,
       "dependencies": {
-        "@jridgewell/gen-mapping": "^0.3.0",
-        "@jridgewell/trace-mapping": "^0.3.9"
+        "@jridgewell/gen-mapping": "^0.3.5",
+        "@jridgewell/trace-mapping": "^0.3.24"
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         "node": ">=6.0.0"
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-      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.22.13.tgz",
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+      "version": "7.24.2",
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       "dev": true,
       "dependencies": {
-        "@babel/highlight": "^7.22.13",
-        "chalk": "^2.4.2"
+        "@babel/highlight": "^7.24.2",
+        "picocolors": "^1.0.0"
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+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.24.3.tgz",
+      "integrity": "sha512-5FcvN1JHw2sHJChotgx8Ek0lyuh4kCKelgMTTqhYJJtloNvUfpAFMeNQUtdlIaktwrSV9LtCdqwk48wL2wBacQ==",
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-        "@babel/template": "^7.22.15",
-        "@babel/traverse": "^7.23.2",
-        "@babel/types": "^7.23.0",
+        "@babel/code-frame": "^7.24.2",
+        "@babel/generator": "^7.24.1",
+        "@babel/helper-compilation-targets": "^7.23.6",
+        "@babel/helper-module-transforms": "^7.23.3",
+        "@babel/helpers": "^7.24.1",
+        "@babel/parser": "^7.24.1",
+        "@babel/template": "^7.24.0",
+        "@babel/traverse": "^7.24.1",
+        "@babel/types": "^7.24.0",
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         "debug": "^4.1.0",
         "gensync": "^1.0.0-beta.2",
@@ -213,14 +143,14 @@
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-      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.23.0.tgz",
-      "integrity": "sha512-lN85QRR+5IbYrMWM6Y4pE/noaQtg4pNiqeNGX60eqOfo6gtEj6uw/JagelB8vVztSd7R6M5n1+PQkDbHbBRU4g==",
+      "version": "7.24.1",
+      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.24.1.tgz",
+      "integrity": "sha512-DfCRfZsBcrPEHUfuBMgbJ1Ut01Y/itOs+hY2nFLgqsqXd52/iSiVq5TITtUasIUgm+IIKdY2/1I7auiQOEeC9A==",
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-        "@babel/types": "^7.23.0",
-        "@jridgewell/gen-mapping": "^0.3.2",
-        "@jridgewell/trace-mapping": "^0.3.17",
+        "@babel/types": "^7.24.0",
+        "@jridgewell/gen-mapping": "^0.3.5",
+        "@jridgewell/trace-mapping": "^0.3.25",
         "jsesc": "^2.5.1"
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@@ -228,14 +158,14 @@
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-      "resolved": "https://registry.npmjs.org/@babel/helper-compilation-targets/-/helper-compilation-targets-7.22.15.tgz",
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+      "version": "7.23.6",
+      "resolved": "https://registry.npmjs.org/@babel/helper-compilation-targets/-/helper-compilation-targets-7.23.6.tgz",
+      "integrity": "sha512-9JB548GZoQVmzrFgp8o7KxdgkTGm6xs9DW0o/Pim72UDjzr5ObUQ6ZzYPqA+g9OTS2bBQoctLJrky0RDCAWRgQ==",
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-        "@babel/compat-data": "^7.22.9",
-        "@babel/helper-validator-option": "^7.22.15",
-        "browserslist": "^4.21.9",
+        "@babel/compat-data": "^7.23.5",
+        "@babel/helper-validator-option": "^7.23.5",
+        "browserslist": "^4.22.2",
         "lru-cache": "^5.1.1",
         "semver": "^6.3.1"
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@@ -261,12 +191,6 @@
         "semver": "bin/semver.js"
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-    "node_modules/@babel/helper-compilation-targets/node_modules/yallist": {
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-      "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
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-      "dev": true
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@@ -302,21 +226,21 @@
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+      "resolved": "https://registry.npmjs.org/@babel/helper-module-imports/-/helper-module-imports-7.24.3.tgz",
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       "dev": true,
       "dependencies": {
-        "@babel/types": "^7.22.15"
+        "@babel/types": "^7.24.0"
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+      "version": "7.23.3",
+      "resolved": "https://registry.npmjs.org/@babel/helper-module-transforms/-/helper-module-transforms-7.23.3.tgz",
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@@ -333,9 +257,9 @@
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+      "resolved": "https://registry.npmjs.org/@babel/helper-plugin-utils/-/helper-plugin-utils-7.24.0.tgz",
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@@ -366,9 +290,9 @@
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@@ -384,37 +308,38 @@
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-        "js-tokens": "^4.0.0"
+        "js-tokens": "^4.0.0",
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+    "node_modules/yaml": {
+      "version": "2.4.1",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.4.1.tgz",
+      "integrity": "sha512-pIXzoImaqmfOrL7teGUBt/T7ZDnyeGBWyXQBvOVhLkWLN37GXv8NMLK406UY6dS51JfcQHsmcW5cJ441bHg6Lg==",
+      "dev": true,
+      "bin": {
+        "yaml": "bin.mjs"
+      },
+      "engines": {
+        "node": ">= 14"
+      }
     },
     "node_modules/yargs": {
       "version": "17.7.2",
diff --git a/package.json b/package.json
index d4457c7e..1c49c1aa 100644
--- a/package.json
+++ b/package.json
@@ -12,49 +12,55 @@
   "dependencies": {
     "@octokit/auth-app": "4.0.13",
     "@octokit/rest": "19.0.13",
-    "chart.js": "^3.5.1",
-    "chartjs-node-canvas": "4.1.6",
-    "@sgratzl/chartjs-chart-boxplot": "^3.10.0",
-    "chartjs-plugin-annotation": "2.2.1",
-    "sharp": "0.32.6",
-    "join-images": "1.1.5",
+    "@sgratzl/chartjs-chart-boxplot": "4.3.0",
+    "canvas": "2.11.2",
+    "chart.js": "4.4.2",
+    "chartjs-plugin-annotation": "3.0.1",
     "decimal.js": "10.4.3",
     "ejs": "3.1.9",
-    "koa": "2.15.1",
+    "join-images": "1.1.5",
+    "koa": "2.15.2",
     "koa-body": "6.0.1",
     "koa-router": "12.0.1",
     "pg": "8.11.3",
     "promisify-child-process": "4.1.2",
+    "sharp": "0.33.3",
     "tslog": "4.9.2",
     "uplot": "1.6.30"
   },
+  "overrides": {
+    "join-images": {
+      "sharp": "$sharp"
+    }
+  },
   "engines": {
     "node": ">=21.0.0"
   },
   "devDependencies": {
     "@octokit/types": "9.2.3",
-    "@types/jquery": "3.5.29",
     "@types/ejs": "3.1.5",
+    "@types/jquery": "3.5.29",
     "@types/koa": "2.15.0",
     "@types/koa-router": "7.4.8",
-    "@types/pg": "8.11.2",
+    "@types/pg": "8.11.4",
     "@types/pixelmatch": "5.2.6",
     "@types/pngjs": "6.0.4",
-    "@typescript-eslint/eslint-plugin": "7.2.0",
-    "@typescript-eslint/parser": "7.2.0",
+    "@typescript-eslint/eslint-plugin": "7.3.1",
+    "@typescript-eslint/parser": "7.3.1",
     "ajv": "8.12.0",
-    "eslint": "8.56.0",
+    "eslint": "8.57.0",
     "eslint-config-prettier": "9.1.0",
     "eslint-plugin-jest": "27.9.0",
     "eslint-plugin-prettier": "5.1.3",
     "jest": "29.7.0",
     "nodemon": "3.1.0",
+    "patch-package": "8.0.0",
     "pixelmatch": "5.3.0",
     "prettier": "3.2.5",
     "source-map-support": "0.5.21",
     "terser": "5.29.2",
     "ts-jest": "29.1.2",
-    "typescript": "5.4.2",
+    "typescript": "5.4.3",
     "typescript-json-schema": "0.63.0"
   },
   "jest": {
@@ -98,7 +104,7 @@
     ]
   },
   "scripts": {
-    "postinstall": "if [ -z \"${SKIP_COMPILE}\" ]; then npm run compile; fi",
+    "postinstall": "if [ -z \"${SKIP_COMPILE}\" ]; then npm run compile; fi; patch-package",
     "precompile": "npm run prep-folders && npm run compile-uplot",
     "prep-folders": "mkdir -p tmp/interm tmp/knit resources/reports resources/exp-data",
     "compile-uplot": "terser --module --ecma 2018 --compress --mangle -o ./resources/uPlot.esm.min.js -- node_modules/uplot/dist/uPlot.esm.js",
diff --git a/patches/@sgratzl+chartjs-chart-boxplot+4.3.0.patch b/patches/@sgratzl+chartjs-chart-boxplot+4.3.0.patch
new file mode 100644
index 00000000..27b634b8
--- /dev/null
+++ b/patches/@sgratzl+chartjs-chart-boxplot+4.3.0.patch
@@ -0,0 +1,22 @@
+diff --git a/node_modules/@sgratzl/chartjs-chart-boxplot/build/index.js b/node_modules/@sgratzl/chartjs-chart-boxplot/build/index.js
+index 29e5b08..203670f 100644
+--- a/node_modules/@sgratzl/chartjs-chart-boxplot/build/index.js
++++ b/node_modules/@sgratzl/chartjs-chart-boxplot/build/index.js
+@@ -71,7 +71,7 @@ function determineStatsOptions(options) {
+     };
+ }
+ function boxplotStats(arr, options) {
+-    const vs = window.Float64Array != null && !(arr instanceof Float32Array || arr instanceof Float64Array)
++    const vs = typeof Float64Array !== 'undefined' && !(arr instanceof Float32Array || arr instanceof Float64Array)
+         ? Float64Array.from(arr)
+         : arr;
+     const r = boxplot(vs, determineStatsOptions(options));
+@@ -104,7 +104,7 @@ function violinStats(arr, options) {
+     if (arr.length === 0) {
+         return undefined;
+     }
+-    const vs = window.Float64Array != null && !(arr instanceof Float32Array || arr instanceof Float64Array)
++    const vs = typeof Float64Array !== 'undefined' && !(arr instanceof Float32Array || arr instanceof Float64Array)
+         ? Float64Array.from(arr)
+         : arr;
+     const stats = boxplot(vs, determineStatsOptions(options));
diff --git a/src/backend/compare/charts.ts b/src/backend/compare/charts.ts
index 2842f674..6f4e1239 100644
--- a/src/backend/compare/charts.ts
+++ b/src/backend/compare/charts.ts
@@ -1,10 +1,11 @@
 import { writeFileSync } from 'fs';
 import { joinImages } from 'join-images';
+import ChartJsAnnotations from 'chartjs-plugin-annotation';
 
 import {
   ChartJSNodeCanvas,
   ChartJSNodeCanvasOptions
-} from 'chartjs-node-canvas';
+} from '../../vendored/chartjs-node-canvas/src/index.js';
 import { ByGroupChangeData, ChangeData } from './prep-data.js';
 import {
   ViolinController,
@@ -15,6 +16,7 @@ import {
 import { medianUnsorted } from '../../shared/stats.js';
 import { robustPath } from '../util.js';
 import { siteAesthetics } from '../../shared/aesthetics.js';
+import { Chart, ChartConfiguration, registerables } from 'chart.js';
 
 const fullyTransparent = 'rgba(0, 0, 0, 0)';
 
@@ -23,6 +25,10 @@ const marginTopWithTitle = 34;
 const marginBottom = 28;
 const perEntryHeight = 34;
 
+export function initChartJS(): void {
+  Chart.register(...registerables);
+}
+
 function calculatePlotHeight(title: string | null, data: ChangeData): number {
   const result = marginBottom + data.labels.length * perEntryHeight;
   if (title) {
@@ -176,13 +182,11 @@ export interface CanvasSettings {
 }
 
 export function createCanvas(settings: CanvasSettings): ChartJSNodeCanvas {
-  const plugins: any[] = ['chartjs-plugin-annotation'];
-
   const canvasOptions: ChartJSNodeCanvasOptions = {
     width: settings.width,
     height: settings.height,
     backgroundColour: siteAesthetics.backgroundColor,
-    plugins: { modern: plugins },
+    plugins: { modern: [ChartJsAnnotations] },
     chartCallback: (ChartJS) => {
       ChartJS.defaults.font.family = 'Roboto';
 
@@ -240,7 +244,7 @@ async function renderDataOnCanvas(
   const plotTypeConst =
     plotType === 'boxplot' ? ('boxplot' as const) : ('violin' as const);
 
-  const configuration = {
+  const configuration: ChartConfiguration = {
     type: plotTypeConst,
     data: {
       labels: data.labels,
@@ -252,16 +256,17 @@ async function renderDataOnCanvas(
       plugins: {
         legend: { display: false },
         annotation: getFivePercentLineAnnotations()
-      },
+      } as any,
       scales: {
         x: {
           suggestedMin: 0,
           suggestedMax: 2,
+          border: { display: false },
           grid: {
             drawOnChartArea: false,
             drawTicks: true,
             tickLength,
-            drawBorder: false,
+            display: true,
             tickColor: '#000'
           },
           ticks: {
@@ -271,21 +276,19 @@ async function renderDataOnCanvas(
           }
         },
         y: {
-          grid: {
-            display: false,
-            drawBorder: false
-          }
+          border: { display: false },
+          grid: { display: false }
         }
       }
     }
   };
 
   if (!showYAxisLabels) {
-    (<any>configuration.options.scales.y).ticks = { display: false };
+    configuration.options!.scales!.y!.ticks = { display: false };
   }
 
   if (title) {
-    (<any>configuration.options.plugins).title = {
+    configuration.options!.plugins!.title = {
       text: title,
       display: true
     };
diff --git a/src/backend/compare/prep-data.ts b/src/backend/compare/prep-data.ts
index 39674e28..49485380 100644
--- a/src/backend/compare/prep-data.ts
+++ b/src/backend/compare/prep-data.ts
@@ -1,5 +1,6 @@
 import { mkdirSync } from 'node:fs';
-import { ChartJSNodeCanvas } from 'chartjs-node-canvas';
+// eslint-disable-next-line max-len
+import { ChartJSNodeCanvas } from '../../vendored/chartjs-node-canvas/src/index.js';
 
 import {
   ComparisonStatistics,
diff --git a/src/index.ts b/src/index.ts
index 1c2f2510..32e8783a 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -55,6 +55,7 @@ import {
 } from './backend/rebench/results.js';
 import { setTimeout } from 'node:timers/promises';
 import { reportConnectionRefused } from './shared/errors.js';
+import { initChartJS } from './backend/compare/charts.js';
 
 log.info('Starting ReBenchDB Version ' + rebenchVersion);
 
@@ -217,6 +218,7 @@ async function tryToConnect(n: number): Promise<boolean> {
   }
 
   await initPerfTracker(db);
+  initChartJS();
 
   log.info(`Starting server on http://localhost:${siteConfig.port}`);
   app.listen(siteConfig.port);
diff --git a/src/vendored/chartjs-node-canvas/src/backgroundColourPlugin.ts b/src/vendored/chartjs-node-canvas/src/backgroundColourPlugin.ts
new file mode 100644
index 00000000..65524371
--- /dev/null
+++ b/src/vendored/chartjs-node-canvas/src/backgroundColourPlugin.ts
@@ -0,0 +1,20 @@
+import { Chart as ChartJS, Plugin as ChartJSPlugin } from 'chart.js';
+
+export class BackgroundColourPlugin implements ChartJSPlugin {
+  public readonly id: string =
+    'chartjs-plugin-chartjs-node-canvas-background-colour';
+
+  public constructor(
+    private readonly _width: number,
+    private readonly _height: number,
+    private readonly _fillStyle: string
+  ) {}
+
+  public beforeDraw(chart: ChartJS): boolean | void {
+    const ctx = chart.ctx;
+    ctx.save();
+    ctx.fillStyle = this._fillStyle;
+    ctx.fillRect(0, 0, this._width, this._height);
+    ctx.restore();
+  }
+}
diff --git a/src/vendored/chartjs-node-canvas/src/index.ts b/src/vendored/chartjs-node-canvas/src/index.ts
new file mode 100644
index 00000000..200f9702
--- /dev/null
+++ b/src/vendored/chartjs-node-canvas/src/index.ts
@@ -0,0 +1,300 @@
+import { Readable } from 'stream';
+import {
+  Chart as ChartJS,
+  ChartConfiguration,
+  ChartComponentLike
+} from 'chart.js';
+import { createCanvas, registerFont, Image } from 'canvas';
+import { BackgroundColourPlugin } from './backgroundColourPlugin.js';
+
+export type ChartJSNodeCanvasPlugins = {
+  /**
+   * Global plugins,
+   * see https://www.chartjs.org/docs/latest/developers/plugins.html.
+   */
+  readonly modern?: ReadonlyArray<string | ChartComponentLike>;
+};
+export type ChartCallback = (chartJS: typeof ChartJS) => void | Promise<void>;
+export type CanvasType = 'pdf' | 'svg';
+export type MimeType = 'image/png' | 'image/jpeg';
+
+// https://github.com/Automattic/node-canvas#non-standard-apis
+type Canvas = HTMLCanvasElement & {
+  toBuffer(
+    callback: (err: Error | null, result: Buffer) => void,
+    mimeType?: string,
+    config?: any
+  ): void;
+  toBuffer(mimeType?: string, config?: any): Buffer;
+  createPNGStream(config?: any): Readable;
+  createJPEGStream(config?: any): Readable;
+  createPDFStream(config?: any): Readable;
+};
+
+export interface ChartJSNodeCanvasOptions {
+  /**
+   * The width of the charts to render, in pixels.
+   */
+  readonly width: number;
+  /**
+   * The height of the charts to render, in pixels.
+   */
+  readonly height: number;
+  /**
+   * Optional callback which is called once with a new ChartJS
+   * global reference as the only parameter.
+   */
+  readonly chartCallback?: ChartCallback;
+  /**
+   * Optional canvas type ('PDF' or 'SVG'),
+   * see the [canvas pdf doc
+   * ](https://github.com/Automattic/node-canvas#pdf-output-support).
+   */
+  readonly type?: CanvasType;
+  /**
+   * Optional plugins to register.
+   */
+  readonly plugins?: ChartJSNodeCanvasPlugins;
+
+  /**
+   * Optional background color for the chart, otherwise it will be transparent.
+   * Note, this will apply to all charts.
+   * See the [fillStyle](https://www.w3schools.com/tags/canvas_fillstyle.asp)
+   * canvas API used for possible values.
+   */
+  readonly backgroundColour?: string;
+}
+
+export class ChartJSNodeCanvas {
+  private readonly _width: number;
+  private readonly _height: number;
+  private readonly _chartJs: typeof ChartJS;
+  private readonly _type?: CanvasType;
+
+  /**
+   * Create a new instance of CanvasRenderService.
+   *
+   * @param options Configuration for this instance
+   */
+  constructor(options: ChartJSNodeCanvasOptions) {
+    if (options === null || typeof options !== 'object') {
+      throw new Error('An options parameter object is required');
+    }
+    if (!options.width || typeof options.width !== 'number') {
+      throw new Error('A width option is required');
+    }
+    if (!options.height || typeof options.height !== 'number') {
+      throw new Error('A height option is required');
+    }
+
+    this._width = options.width;
+    this._height = options.height;
+    this._type = options.type && (options.type.toLowerCase() as CanvasType);
+    this._chartJs = this.initialize(options);
+  }
+
+  /**
+   * Render to a data url.
+   * @see https://github.com/Automattic/node-canvas#canvastodataurl
+   *
+   * @param configuration The Chart JS configuration for the chart to render.
+   * @param mimeType The image format, `image/png` or `image/jpeg`.
+   */
+  public renderToDataURL(
+    configuration: ChartConfiguration,
+    mimeType: MimeType = 'image/png'
+  ): Promise<string> {
+    const chart = this.renderChart(configuration);
+    return new Promise<string>((resolve, reject) => {
+      if (!chart.canvas) {
+        return reject(new Error('Canvas is null'));
+      }
+      const canvas = chart.canvas as Canvas;
+      canvas.toDataURL(mimeType, (error: Error | null, png: string) => {
+        chart.destroy();
+        if (error) {
+          return reject(error);
+        }
+        return resolve(png);
+      });
+    });
+  }
+
+  /**
+   * Render to a data url synchronously.
+   * @see https://github.com/Automattic/node-canvas#canvastodataurl
+   *
+   * @param configuration The Chart JS configuration for the chart to render.
+   * @param mimeType The image format, `image/png` or `image/jpeg`.
+   */
+  public renderToDataURLSync(
+    configuration: ChartConfiguration,
+    mimeType: MimeType = 'image/png'
+  ): string {
+    const chart = this.renderChart(configuration);
+    if (!chart.canvas) {
+      throw new Error('Canvas is null');
+    }
+    const canvas = chart.canvas as Canvas;
+    const dataUrl = canvas.toDataURL(mimeType);
+    chart.destroy();
+    return dataUrl;
+  }
+
+  /**
+   * Render to a buffer.
+   * @see https://github.com/Automattic/node-canvas#canvastobuffer
+   *
+   * @param configuration The Chart JS configuration for the chart to render.
+   * @param mimeType A string indicating the image format.
+   *   Valid options are `image/png`, `image/jpeg` (if node-canvas was
+   *   built with JPEG support) or `raw` (unencoded ARGB32 data in
+   *   native-endian byte order, top-to-bottom).
+   *   Defaults to `image/png` for image canvases, or the corresponding type
+   *   for PDF or SVG canvas.
+   */
+  public renderToBuffer(
+    configuration: ChartConfiguration,
+    mimeType: MimeType = 'image/png'
+  ): Promise<Buffer> {
+    const chart = this.renderChart(configuration);
+    return new Promise<Buffer>((resolve, reject) => {
+      if (!chart.canvas) {
+        throw new Error('Canvas is null');
+      }
+      const canvas = chart.canvas as Canvas;
+      canvas.toBuffer((error: Error | null, buffer: Buffer) => {
+        chart.destroy();
+        if (error) {
+          return reject(error);
+        }
+        return resolve(buffer);
+      }, mimeType);
+    });
+  }
+
+  /**
+   * Render to a buffer synchronously.
+   * @see https://github.com/Automattic/node-canvas#canvastobuffer
+   *
+   * @param configuration The Chart JS configuration for the chart to render.
+   * @param mimeType A string indicating the image format.
+   * 		Valid options are `image/png`, `image/jpeg` (if node-canvas
+   * 		was built with JPEG support), `raw` (unencoded ARGB32 data in
+   * 		native-endian byte order, top-to-bottom), `application/pdf`
+   * 		(for PDF canvases) and image/svg+xml (for SVG canvases).
+   * Defaults to `image/png` for image canvases,
+   * or the corresponding type for PDF or SVG canvas.
+   */
+  public renderToBufferSync(
+    configuration: ChartConfiguration,
+    mimeType: MimeType | 'application/pdf' | 'image/svg+xml' = 'image/png'
+  ): Buffer {
+    const chart = this.renderChart(configuration);
+    if (!chart.canvas) {
+      throw new Error('Canvas is null');
+    }
+    const canvas = chart.canvas as Canvas;
+    const buffer = canvas.toBuffer(mimeType);
+    chart.destroy();
+    return buffer;
+  }
+
+  /**
+   * Render to a stream.
+   * @see https://github.com/Automattic/node-canvas#canvascreatepngstream
+   *
+   * @param configuration The Chart JS configuration for the chart to render.
+   * @param mimeType A string indicating the image format.
+   * 		Valid options are `image/png`, `image/jpeg` (if node-canvas was
+   * 		built with JPEG support), `application/pdf` (for PDF canvases)
+   * 		and image/svg+xml (for SVG canvases). Defaults to `image/png`
+   * 		for image canvases, or the corresponding type for PDF or SVG canvas.
+   */
+  public renderToStream(
+    configuration: ChartConfiguration,
+    mimeType: MimeType | 'application/pdf' = 'image/png'
+  ): Readable {
+    const chart = this.renderChart(configuration);
+    if (!chart.canvas) {
+      throw new Error('Canvas is null');
+    }
+    const canvas = chart.canvas as Canvas;
+    setImmediate(() => chart.destroy());
+    switch (mimeType) {
+      case 'image/png':
+        return canvas.createPNGStream();
+      case 'image/jpeg':
+        return canvas.createJPEGStream();
+      case 'application/pdf':
+        return canvas.createPDFStream();
+      default:
+        throw new Error(`Un-handled mimeType: ${mimeType}`);
+    }
+  }
+
+  /**
+   * Use to register the font with Canvas to use a font file that is not
+   * installed as a system font, this must be done before the Canvas is
+   * created.
+   *
+   * @param path The path to the font file.
+   * @param options The font options.
+   * @example
+   * registerFont('comicsans.ttf', { family: 'Comic Sans' });
+   */
+  public registerFont(
+    path: string,
+    options: {
+      readonly family: string;
+      readonly weight?: string;
+      readonly style?: string;
+    }
+  ): void {
+    registerFont(path, options);
+  }
+
+  private initialize(options: ChartJSNodeCanvasOptions): typeof ChartJS {
+    if (options.plugins?.modern) {
+      for (const plugin of options.plugins.modern) {
+        if (typeof plugin === 'string') {
+          console.error(
+            `Plugin needs to be loaded, but got a string: ${plugin}`
+          );
+        } else {
+          ChartJS.register(plugin);
+        }
+      }
+    }
+
+    if (options.chartCallback) {
+      options.chartCallback(ChartJS);
+    }
+
+    if (options.backgroundColour) {
+      ChartJS.register(
+        new BackgroundColourPlugin(
+          options.width,
+          options.height,
+          options.backgroundColour
+        )
+      );
+    }
+
+    return ChartJS;
+  }
+
+  private renderChart(configuration: ChartConfiguration): ChartJS {
+    const canvas = createCanvas(this._width, this._height, this._type);
+    (canvas as any).style = (canvas as any).style || {};
+    // Disable animation (otherwise charts will throw exceptions)
+    configuration.options = configuration.options || {};
+    configuration.options.responsive = false;
+    configuration.options.animation = false as any;
+    const context = canvas.getContext('2d');
+    (global as any).Image = Image; // Some plugins use this API
+    const chart = new this._chartJs(context as any, configuration);
+    delete (global as any).Image;
+    return chart;
+  }
+}
diff --git a/tests/backend/compare/charts.test.ts b/tests/backend/compare/charts.test.ts
index 1601932b..13100358 100644
--- a/tests/backend/compare/charts.test.ts
+++ b/tests/backend/compare/charts.test.ts
@@ -9,6 +9,7 @@ import {
 import { robustPath } from '../../../src/backend/util.js';
 import {
   createCanvas,
+  initChartJS,
   renderInlinePlot,
   renderOverviewPlots
 } from '../../../src/backend/compare/charts.js';
@@ -25,6 +26,7 @@ import {
 } from '../../payload.js';
 
 initJestMatchers();
+initChartJS();
 
 const outputFolder = isRequestedToUpdateExpectedData()
   ? robustPath('../tests/data/expected-results/charts')
diff --git a/tests/backend/compare/compare-view.test.ts b/tests/backend/compare/compare-view.test.ts
index 04dc6be6..459bde68 100644
--- a/tests/backend/compare/compare-view.test.ts
+++ b/tests/backend/compare/compare-view.test.ts
@@ -30,8 +30,10 @@ import {
   loadCompareViewJsSomPayload,
   loadCompareViewTSomPayload
 } from '../../payload.js';
+import { initChartJS } from '../../../src/backend/compare/charts.js';
 
 initJestMatchers();
+initChartJS();
 
 const dataJsSOM = loadCompareViewJsSomPayload();
 const dataTruffleSOM = loadCompareViewTSomPayload();
diff --git a/tests/backend/compare/prep-data.test.ts b/tests/backend/compare/prep-data.test.ts
index 51c8cab6..8fa20709 100644
--- a/tests/backend/compare/prep-data.test.ts
+++ b/tests/backend/compare/prep-data.test.ts
@@ -46,8 +46,10 @@ import {
   loadCompareViewJsSomPayload,
   loadCompareViewTSomPayload
 } from '../../payload.js';
+import { initChartJS } from '../../../src/backend/compare/charts.js';
 
 initJestMatchers();
+initChartJS();
 
 describe('compareStringOrNull()', () => {
   it('should compare null and null', () => {