diff --git a/client/package.json b/client/package.json
index a4f2c4b695d2..6368e9cf3bad 100644
--- a/client/package.json
+++ b/client/package.json
@@ -62,6 +62,7 @@
     "dom-to-image": "^2.6.0",
     "dompurify": "^3.0.6",
     "dumpmeta-webpack-plugin": "^0.2.0",
+    "echarts": "^5.5.1",
     "elkjs": "^0.8.2",
     "file-saver": "^2.0.5",
     "flush-promises": "^1.0.2",
@@ -101,6 +102,7 @@
     "underscore": "^1.13.6",
     "util": "^0.12.5",
     "vue": "^2.7.14",
+    "vue-echarts": "^7.0.3",
     "vue-infinite-scroll": "^2.0.2",
     "vue-multiselect": "^2.1.7",
     "vue-observe-visibility": "^1.0.0",
diff --git a/client/src/components/WorkflowInvocationState/MetricsBoxPlots.vue b/client/src/components/WorkflowInvocationState/MetricsBoxPlots.vue
index 1876190cc903..1d8ad34ecba6 100644
--- a/client/src/components/WorkflowInvocationState/MetricsBoxPlots.vue
+++ b/client/src/components/WorkflowInvocationState/MetricsBoxPlots.vue
@@ -1,169 +1,145 @@
 <template>
-  <div ref="boxPlot"></div>
+  <v-chart class="chart" :option="option" autoresize />
 </template>
 
 <script setup lang="ts">
-import { ref, onMounted } from 'vue';
-import * as d3 from 'd3';
-import { isTerminal } from './util';
-
-interface JobData {
-  title: string;
-  value: string;
-  plugin: string;
-  name: string;
-  raw_value: string;
-  tool_id: string;
+import * as echarts from 'echarts/core';
+import {
+  DatasetComponent,
+  type DatasetComponentOption,
+  TitleComponent,
+  type TitleComponentOption,
+  TooltipComponent,
+  type TooltipComponentOption,
+  GridComponent,
+  type GridComponentOption,
+  LegendComponent,
+  type LegendComponentOption,
+  DataZoomComponent,
+  type DataZoomComponentOption,
+  TransformComponent
+} from 'echarts/components';
+import { BoxplotChart, type BoxplotSeriesOption } from 'echarts/charts';
+import { CanvasRenderer } from 'echarts/renderers';
+import VChart from 'vue-echarts';
+
+echarts.use([
+  DatasetComponent,
+  TitleComponent,
+  TooltipComponent,
+  GridComponent,
+  LegendComponent,
+  DataZoomComponent,
+  TransformComponent,
+  BoxplotChart,
+  CanvasRenderer
+]);
+
+
+
+
+type EChartsOption = echarts.ComposeOption<
+  | DatasetComponentOption
+  | TitleComponentOption
+  | TooltipComponentOption
+  | GridComponentOption
+  | LegendComponentOption
+  | DataZoomComponentOption
+  | BoxplotSeriesOption
+  >;
+
+// Generate data.
+function makeData() {
+  let data = [];
+  for (let i = 0; i < 18; i++) {
+    let cate = [];
+    for (let j = 0; j < 100; j++) {
+      cate.push(Math.random() * 200);
+    }
+    data.push(cate);
+  }
+  return data;
 }
-
-
-const boxPlot = ref<HTMLElement | null>(null);
-
-// Define the job data (this can come from props or API in real scenario// Extract runtime seconds data
-// Define props
-const props = defineProps<{
-  jobData: JobData[];
-}>();
-
-// Function to render box plots for different tool_ids on the same graph
-const renderBoxPlots = () => {
-  const margin = { top: 10, right: 30, bottom: 50, left: 40 },
-    width = 800 - margin.left - margin.right,
-    height = 400 - margin.top - margin.bottom;
-
-  // Remove any previous content
-  d3.select(boxPlot.value).selectAll('*').remove();
-
-  // Group data by tool_id
-  const groupedData = d3.group(props.jobData, d => d.tool_id);
-
-  // Extract the tool_ids for the x-axis
-  const toolIds = Array.from(groupedData.keys());
-
-  // Create SVG
-  const svg = d3
-    .select(boxPlot.value)
-    .append('svg')
-    .attr('width', width + margin.left + margin.right)
-    .attr('height', height + margin.top + margin.bottom)
-    .append('g')
-    .attr('transform', `translate(${margin.left},${margin.top})`);
-
-  // X Scale: tool_ids on the x-axis
-  const x = d3.scaleBand()
-    .range([0, width])
-    .domain(toolIds)
-    .padding(0.4);
-
-  svg.append('g')
-    .attr('transform', `translate(0,${height})`)
-    .call(d3.axisBottom(x));
-
-  // Y Scale: common for all box plots
-  const allRuntimes = Array.from(props.jobData)
-    .filter(d => d.name === "runtime_seconds")
-    .map(d => parseFloat(d.raw_value));
-
-  const y = d3.scaleLinear()
-    .domain([0, d3.max(allRuntimes) as number])
-    .range([height, 0]);
-
-  svg.append('g').call(d3.axisLeft(y));
-
-  // Tooltip for individual dots
-  const tooltip = d3.select(boxPlot.value)
-    .append("div")
-    .style("position", "absolute")
-    .style("background", "lightgray")
-    .style("padding", "5px")
-    .style("border-radius", "5px")
-    .style("pointer-events", "none")
-    .style("visibility", "hidden");
-
-  // Render box plots for each tool_id
-  groupedData.forEach((data, toolId) => {
-    const runtimeData = data.map(d => parseFloat(d.raw_value));
-
-    const center = x(toolId) as number + x.bandwidth() / 2;
-    const boxWidth = x.bandwidth() / 2;
-
-    const q1 = d3.quantile(runtimeData.sort(d3.ascending), 0.25) as number;
-    const median = d3.quantile(runtimeData.sort(d3.ascending), 0.5) as number;
-    const q3 = d3.quantile(runtimeData.sort(d3.ascending), 0.75) as number;
-    const interQuantileRange = q3 - q1;
-    const min = Math.max(d3.min(runtimeData) as number, q1 - 1.5 * interQuantileRange);
-    const max = Math.min(d3.max(runtimeData) as number, q3 + 1.5 * interQuantileRange);
-
-    // Box
-    svg.append('rect')
-      .attr('x', center - boxWidth / 2)
-      .attr('y', y(q3))
-      .attr('height', y(q1) - y(q3))
-      .attr('width', boxWidth)
-      .attr('stroke', 'black')
-      .style('fill', '#69b3a2');
-
-    // Median, min, max lines
-    svg.selectAll('line')
-      .data([min, median, max])
-      .enter()
-      .append('line')
-      .attr('x1', center - boxWidth / 2)
-      .attr('x2', center + boxWidth / 2)
-      .attr('y1', d => y(d))
-      .attr('y2', d => y(d))
-      .attr('stroke', 'black');
-
-    // Vertical lines for min-max
-    svg.append('line')
-      .attr('x1', center)
-      .attr('x2', center)
-      .attr('y1', y(min))
-      .attr('y2', y(q1))
-      .attr('stroke', 'black');
-
-    svg.append('line')
-      .attr('x1', center)
-      .attr('x2', center)
-      .attr('y1', y(max))
-      .attr('y2', y(q3))
-      .attr('stroke', 'black');
-
-    // Add individual data points (dots)
-    svg.selectAll("circle")
-      .data(runtimeData)
-      .enter()
-      .append("circle")
-      .attr("cx", center) // Align horizontally to the center of the group
-      .attr("cy", d => y(d)) // Map the data value to the y-axis
-      .attr("r", 5) // Radius of the circle
-      .style("fill", "#ff5722") // Fill color for the points
-      .attr("stroke", "black")
-      .on("mouseover", function (event, d) {
-        tooltip.style("visibility", "visible")
-          .text(`Value: ${d}`);
-        d3.select(this).style("fill", "yellow");
-      })
-      .on("mousemove", function (event) {
-        tooltip.style("top", `${event.pageY - 10}px`)
-          .style("left", `${event.pageX + 10}px`);
-      })
-      .on("mouseout", function () {
-        tooltip.style("visibility", "hidden");
-        d3.select(this).style("fill", "#ff5722");
-      });
-  });
+const data0 = makeData();
+
+const option: EChartsOption = {
+  title: {
+    text: 'Multiple Categories',
+    left: 'center'
+  },
+  dataset: [
+    {
+      source: data0
+    },
+    {
+      fromDatasetIndex: 0,
+      transform: { type: 'boxplot' }
+    }
+  ],
+  legend: {
+    top: '10%'
+  },
+  tooltip: {
+    trigger: 'item',
+    axisPointer: {
+      type: 'shadow'
+    }
+  },
+  grid: {
+    left: '10%',
+    top: '20%',
+    right: '10%',
+    bottom: '15%'
+  },
+  xAxis: {
+    type: 'category',
+    boundaryGap: true,
+    nameGap: 30,
+    splitArea: {
+      show: true
+    },
+    splitLine: {
+      show: false
+    }
+  },
+  yAxis: {
+    type: 'value',
+    name: 'Value',
+    min: -400,
+    max: 600,
+    splitArea: {
+      show: false
+    }
+  },
+  dataZoom: [
+    {
+      type: 'inside',
+      start: 0,
+      end: 20
+    },
+    {
+      show: true,
+      type: 'slider',
+      top: '90%',
+      xAxisIndex: [0],
+      start: 0,
+      end: 20
+    }
+  ],
+  series: [
+    {
+      name: 'category0',
+      type: 'boxplot',
+      datasetIndex: 0
+    }
+  ]
 };
 
-// Lifecycle hook to render the plot once the component is mounted
-onMounted(() => {
-  renderBoxPlots();
-});
 
 </script>
 
 <style scoped>
-svg {
-  font-family: Arial, sans-serif;
+.chart {
+  height: 100vh;
 }
 </style>
diff --git a/client/yarn.lock b/client/yarn.lock
index bbefc80fa80b..e2d8fe0bc261 100644
--- a/client/yarn.lock
+++ b/client/yarn.lock
@@ -5327,6 +5327,14 @@ eastasianwidth@^0.2.0:
   resolved "https://registry.yarnpkg.com/eastasianwidth/-/eastasianwidth-0.2.0.tgz#696ce2ec0aa0e6ea93a397ffcf24aa7840c827cb"
   integrity sha512-I88TYZWc9XiYHRQ4/3c5rjjfgkjhLyW2luGIheGERbNQ6OY7yTybanSpDXZa8y7VUP9YmDcYa+eyq4ca7iLqWA==
 
+echarts@^5.5.1:
+  version "5.5.1"
+  resolved "https://registry.yarnpkg.com/echarts/-/echarts-5.5.1.tgz#8dc9c68d0c548934bedcb5f633db07ed1dd2101c"
+  integrity sha512-Fce8upazaAXUVUVsjgV6mBnGuqgO+JNDlcgF79Dksy4+wgGpQB2lmYoO4TSweFg/mZITdpGHomw/cNBJZj1icA==
+  dependencies:
+    tslib "2.3.0"
+    zrender "5.6.0"
+
 editorconfig@^0.15.3:
   version "0.15.3"
   resolved "https://registry.npmjs.org/editorconfig/-/editorconfig-0.15.3.tgz"
@@ -11468,6 +11476,11 @@ tsconfig@^7.0.0:
     strip-bom "^3.0.0"
     strip-json-comments "^2.0.0"
 
+tslib@2.3.0:
+  version "2.3.0"
+  resolved "https://registry.yarnpkg.com/tslib/-/tslib-2.3.0.tgz#803b8cdab3e12ba581a4ca41c8839bbb0dacb09e"
+  integrity sha512-N82ooyxVNm6h1riLCoyS9e3fuJ3AMG2zIZs2Gd1ATcSFjSA23Q0fzjjZeh0jbJvWVDZ0cJT8yaNNaaXHzueNjg==
+
 tslib@^1.9.0:
   version "1.14.1"
   resolved "https://registry.npmjs.org/tslib/-/tslib-1.14.1.tgz"
@@ -11895,6 +11908,18 @@ vue-demi@>=0.14.7:
   resolved "https://registry.yarnpkg.com/vue-demi/-/vue-demi-0.14.7.tgz#8317536b3ef74c5b09f268f7782e70194567d8f2"
   integrity sha512-EOG8KXDQNwkJILkx/gPcoL/7vH+hORoBaKgGe+6W7VFMvCYJfmF2dGbvgDroVnI8LU7/kTu8mbjRZGBU1z9NTA==
 
+vue-demi@^0.13.11:
+  version "0.13.11"
+  resolved "https://registry.yarnpkg.com/vue-demi/-/vue-demi-0.13.11.tgz#7d90369bdae8974d87b1973564ad390182410d99"
+  integrity sha512-IR8HoEEGM65YY3ZJYAjMlKygDQn25D5ajNFNoKh9RSDMQtlzCxtfQjdQgv9jjK+m3377SsJXY8ysq8kLCZL25A==
+
+vue-echarts@^7.0.3:
+  version "7.0.3"
+  resolved "https://registry.yarnpkg.com/vue-echarts/-/vue-echarts-7.0.3.tgz#bf79f7ee0144bbdc6aee5610e8443fed91f6abbe"
+  integrity sha512-/jSxNwOsw5+dYAUcwSfkLwKPuzTQ0Cepz1LxCOpj2QcHrrmUa/Ql0eQqMmc1rTPQVrh2JQ29n2dhq75ZcHvRDw==
+  dependencies:
+    vue-demi "^0.13.11"
+
 vue-eslint-parser@^9.0.1:
   version "9.0.3"
   resolved "https://registry.npmjs.org/vue-eslint-parser/-/vue-eslint-parser-9.0.3.tgz"
@@ -12508,3 +12533,10 @@ yoctocolors-cjs@^2.1.2:
   version "2.1.2"
   resolved "https://registry.yarnpkg.com/yoctocolors-cjs/-/yoctocolors-cjs-2.1.2.tgz#f4b905a840a37506813a7acaa28febe97767a242"
   integrity sha512-cYVsTjKl8b+FrnidjibDWskAv7UKOfcwaVZdp/it9n1s9fU3IkgDbhdIRKCW4JDsAlECJY0ytoVPT3sK6kideA==
+
+zrender@5.6.0:
+  version "5.6.0"
+  resolved "https://registry.yarnpkg.com/zrender/-/zrender-5.6.0.tgz#01325b0bb38332dd5e87a8dbee7336cafc0f4a5b"
+  integrity sha512-uzgraf4njmmHAbEUxMJ8Oxg+P3fT04O+9p7gY+wJRVxo8Ge+KmYv0WJev945EH4wFuc4OY2NLXz46FZrWS9xJg==
+  dependencies:
+    tslib "2.3.0"