diff --git a/dev/bench/data.js b/dev/bench/data.js
new file mode 100644
index 00000000..3694ad13
--- /dev/null
+++ b/dev/bench/data.js
@@ -0,0 +1,452 @@
+window.BENCHMARK_DATA = {
+  "lastUpdate": 1666115418576,
+  "repoUrl": "https://github.com/zcash/halo2",
+  "entries": {
+    "halo2 Benchmark": [
+      {
+        "commit": {
+          "author": {
+            "email": "yingtong@z.cash",
+            "name": "ying tong",
+            "username": "therealyingtong"
+          },
+          "committer": {
+            "email": "yingtong@z.cash",
+            "name": "ying tong",
+            "username": "therealyingtong"
+          },
+          "distinct": true,
+          "id": "ec9dcefe9103fc23c13e8195120419d4d2f232a6",
+          "message": "[book] Include WASM guide in SUMMARY.md",
+          "timestamp": "2022-10-18T12:52:25-04:00",
+          "tree_id": "d3dbaccafcee3be59142506b2e882f939d1180b7",
+          "url": "https://github.com/zcash/halo2/commit/ec9dcefe9103fc23c13e8195120419d4d2f232a6"
+        },
+        "date": 1666115411783,
+        "tool": "cargo",
+        "benches": [
+          {
+            "name": "WIDTH = 3, RATE = 2-prover",
+            "value": 60646711,
+            "range": "± 4796179",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "WIDTH = 3, RATE = 2-verifier",
+            "value": 2989278,
+            "range": "± 35339",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "WIDTH = 9, RATE = 8-prover",
+            "value": 132293288,
+            "range": "± 3883735",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "WIDTH = 9, RATE = 8-verifier",
+            "value": 3664681,
+            "range": "± 225741",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "WIDTH = 12, RATE = 11-prover",
+            "value": 182347642,
+            "range": "± 1464181",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "WIDTH = 12, RATE = 11-verifier",
+            "value": 3988919,
+            "range": "± 34478",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "Poseidon/2-to-1",
+            "value": 38774,
+            "range": "± 135",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "Sinsemilla/hash-to-point/510",
+            "value": 142303,
+            "range": "± 108",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "Sinsemilla/hash/510",
+            "value": 154515,
+            "range": "± 186",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "Sinsemilla/commit/510",
+            "value": 249894,
+            "range": "± 205",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "Sinsemilla/short-commit/510",
+            "value": 249786,
+            "range": "± 181",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "Sinsemilla/hash-to-point/520",
+            "value": 145338,
+            "range": "± 115",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "Sinsemilla/hash/520",
+            "value": 157837,
+            "range": "± 204",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "Sinsemilla/commit/520",
+            "value": 252759,
+            "range": "± 688",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "Sinsemilla/short-commit/520",
+            "value": 252738,
+            "range": "± 225",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "Sinsemilla/hash-to-point/1086",
+            "value": 304217,
+            "range": "± 294",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "Sinsemilla/hash/1086",
+            "value": 316699,
+            "range": "± 1776",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "Sinsemilla/commit/1086",
+            "value": 411751,
+            "range": "± 245",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "Sinsemilla/short-commit/1086",
+            "value": 411538,
+            "range": "± 290",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "double-and-add",
+            "value": 3346270,
+            "range": "± 1546",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "dev-lookup/14",
+            "value": 5959895,
+            "range": "± 3821",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "dev-lookup/15",
+            "value": 10359208,
+            "range": "± 24783",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "dev-lookup/16",
+            "value": 22751851,
+            "range": "± 95008",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "dev-lookup/17",
+            "value": 43260270,
+            "range": "± 242436",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "dev-lookup/18",
+            "value": 83875971,
+            "range": "± 166417",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/3",
+            "value": 7956,
+            "range": "± 239",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/4",
+            "value": 8987,
+            "range": "± 199",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/5",
+            "value": 15630,
+            "range": "± 183",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/6",
+            "value": 18990,
+            "range": "± 254",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/7",
+            "value": 28405,
+            "range": "± 696",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/8",
+            "value": 47284,
+            "range": "± 808",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/9",
+            "value": 98635,
+            "range": "± 4685",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/10",
+            "value": 190284,
+            "range": "± 9190",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/11",
+            "value": 387466,
+            "range": "± 26095",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/12",
+            "value": 818703,
+            "range": "± 24121",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/13",
+            "value": 1724128,
+            "range": "± 45478",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/14",
+            "value": 3710860,
+            "range": "± 82555",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/15",
+            "value": 8157889,
+            "range": "± 62355",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/16",
+            "value": 17807227,
+            "range": "± 209219",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/17",
+            "value": 38324677,
+            "range": "± 946750",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "fft/k/18",
+            "value": 88276612,
+            "range": "± 1971414",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "hash-to-curve/Pallas",
+            "value": 28486,
+            "range": "± 16",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "hash-to-curve/Vesta",
+            "value": 28558,
+            "range": "± 157",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-keygen/8",
+            "value": 153685089,
+            "range": "± 716984",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-keygen/9",
+            "value": 328043445,
+            "range": "± 633859",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-keygen/10",
+            "value": 707713907,
+            "range": "± 1346502",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-keygen/11",
+            "value": 1523806040,
+            "range": "± 9536806",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-keygen/12",
+            "value": 3267779511,
+            "range": "± 6493512",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-keygen/13",
+            "value": 6973307203,
+            "range": "± 12027762",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-keygen/14",
+            "value": 14898438911,
+            "range": "± 45333562",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-keygen/15",
+            "value": 31591955580,
+            "range": "± 42029346",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-keygen/16",
+            "value": 66805886686,
+            "range": "± 52013456",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-prover/8",
+            "value": 95615464,
+            "range": "± 1933031",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-prover/9",
+            "value": 166359681,
+            "range": "± 1928340",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-prover/10",
+            "value": 293174645,
+            "range": "± 2631794",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-prover/11",
+            "value": 534340178,
+            "range": "± 2381453",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-prover/12",
+            "value": 988813826,
+            "range": "± 3182976",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-prover/13",
+            "value": 1871512386,
+            "range": "± 4889033",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-prover/14",
+            "value": 3557614375,
+            "range": "± 78572489",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-prover/15",
+            "value": 6901888771,
+            "range": "± 14402001",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-prover/16",
+            "value": 13287259606,
+            "range": "± 209907450",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-verifier/8",
+            "value": 5190779,
+            "range": "± 216388",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-verifier/9",
+            "value": 8048311,
+            "range": "± 175103",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-verifier/10",
+            "value": 12842947,
+            "range": "± 334128",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-verifier/11",
+            "value": 21795582,
+            "range": "± 395944",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-verifier/12",
+            "value": 37551537,
+            "range": "± 711835",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-verifier/13",
+            "value": 67156479,
+            "range": "± 1009001",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-verifier/14",
+            "value": 120403305,
+            "range": "± 1808308",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-verifier/15",
+            "value": 222377421,
+            "range": "± 9668349",
+            "unit": "ns/iter"
+          },
+          {
+            "name": "plonk-verifier/16",
+            "value": 405072627,
+            "range": "± 1665178",
+            "unit": "ns/iter"
+          }
+        ]
+      }
+    ]
+  }
+}
\ No newline at end of file
diff --git a/dev/bench/index.html b/dev/bench/index.html
new file mode 100644
index 00000000..06c25907
--- /dev/null
+++ b/dev/bench/index.html
@@ -0,0 +1,280 @@
+<!DOCTYPE html>
+<html>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, minimum-scale=1.0, initial-scale=1, user-scalable=yes" />
+    <style>
+      html {
+        font-family: BlinkMacSystemFont,-apple-system,"Segoe UI",Roboto,Oxygen,Ubuntu,Cantarell,"Fira Sans","Droid Sans","Helvetica Neue",Helvetica,Arial,sans-serif;
+        -webkit-font-smoothing: antialiased;
+        background-color: #fff;
+        font-size: 16px;
+      }
+      body {
+        color: #4a4a4a;
+        margin: 8px;
+        font-size: 1em;
+        font-weight: 400;
+      }
+      header {
+        margin-bottom: 8px;
+        display: flex;
+        flex-direction: column;
+      }
+      main {
+        width: 100%;
+        display: flex;
+        flex-direction: column;
+      }
+      a {
+        color: #3273dc;
+        cursor: pointer;
+        text-decoration: none;
+      }
+      a:hover {
+        color: #000;
+      }
+      button {
+        color: #fff;
+        background-color: #3298dc;
+        border-color: transparent;
+        cursor: pointer;
+        text-align: center;
+      }
+      button:hover {
+        background-color: #2793da;
+        flex: none;
+      }
+      .spacer {
+        flex: auto;
+      }
+      .small {
+        font-size: 0.75rem;
+      }
+      footer {
+        margin-top: 16px;
+        display: flex;
+        align-items: center;
+      }
+      .header-label {
+        margin-right: 4px;
+      }
+      .benchmark-set {
+        margin: 8px 0;
+        width: 100%;
+        display: flex;
+        flex-direction: column;
+      }
+      .benchmark-title {
+        font-size: 3rem;
+        font-weight: 600;
+        word-break: break-word;
+        text-align: center;
+      }
+      .benchmark-graphs {
+        display: flex;
+        flex-direction: row;
+        justify-content: space-around;
+        align-items: center;
+        flex-wrap: wrap;
+        width: 100%;
+      }
+      .benchmark-chart {
+        max-width: 1000px;
+      }
+    </style>
+    <title>Benchmarks</title>
+  </head>
+
+  <body>
+    <header id="header">
+      <div class="header-item">
+        <strong class="header-label">Last Update:</strong>
+        <span id="last-update"></span>
+      </div>
+      <div class="header-item">
+        <strong class="header-label">Repository:</strong>
+        <a id="repository-link" rel="noopener"></a>
+      </div>
+    </header>
+    <main id="main"></main>
+    <footer>
+      <button id="dl-button">Download data as JSON</button>
+      <div class="spacer"></div>
+      <div class="small">Powered by <a rel="noopener" href="https://github.com/marketplace/actions/continuous-benchmark">github-action-benchmark</a></div>
+    </footer>
+
+    <script src="https://cdn.jsdelivr.net/npm/chart.js@2.9.2/dist/Chart.min.js"></script>
+    <script src="data.js"></script>
+    <script id="main-script">
+      'use strict';
+      (function() {
+        // Colors from https://github.com/github/linguist/blob/master/lib/linguist/languages.yml
+        const toolColors = {
+          cargo: '#dea584',
+          go: '#00add8',
+          benchmarkjs: '#f1e05a',
+          benchmarkluau: '#000080',
+          pytest: '#3572a5',
+          googlecpp: '#f34b7d',
+          catch2: '#f34b7d',
+          julia: '#a270ba',
+          benchmarkdotnet: '#178600',
+          customBiggerIsBetter: '#38ff38',
+          customSmallerIsBetter: '#ff3838',
+          _: '#333333'
+        };
+
+        function init() {
+          function collectBenchesPerTestCase(entries) {
+            const map = new Map();
+            for (const entry of entries) {
+              const {commit, date, tool, benches} = entry;
+              for (const bench of benches) {
+                const result = { commit, date, tool, bench };
+                const arr = map.get(bench.name);
+                if (arr === undefined) {
+                  map.set(bench.name, [result]);
+                } else {
+                  arr.push(result);
+                }
+              }
+            }
+            return map;
+          }
+
+          const data = window.BENCHMARK_DATA;
+
+          // Render header
+          document.getElementById('last-update').textContent = new Date(data.lastUpdate).toString();
+          const repoLink = document.getElementById('repository-link');
+          repoLink.href = data.repoUrl;
+          repoLink.textContent = data.repoUrl;
+
+          // Render footer
+          document.getElementById('dl-button').onclick = () => {
+            const dataUrl = 'data:,' + JSON.stringify(data, null, 2);
+            const a = document.createElement('a');
+            a.href = dataUrl;
+            a.download = 'benchmark_data.json';
+            a.click();
+          };
+
+          // Prepare data points for charts
+          return Object.keys(data.entries).map(name => ({
+            name,
+            dataSet: collectBenchesPerTestCase(data.entries[name]),
+          }));
+        }
+
+        function renderAllChars(dataSets) {
+
+          function renderGraph(parent, name, dataset) {
+            const canvas = document.createElement('canvas');
+            canvas.className = 'benchmark-chart';
+            parent.appendChild(canvas);
+
+            const color = toolColors[dataset.length > 0 ? dataset[0].tool : '_'];
+            const data = {
+              labels: dataset.map(d => d.commit.id.slice(0, 7)),
+              datasets: [
+                {
+                  label: name,
+                  data: dataset.map(d => d.bench.value),
+                  borderColor: color,
+                  backgroundColor: color + '60', // Add alpha for #rrggbbaa
+                }
+              ],
+            };
+            const options = {
+              scales: {
+                xAxes: [
+                  {
+                    scaleLabel: {
+                      display: true,
+                      labelString: 'commit',
+                    },
+                  }
+                ],
+                yAxes: [
+                  {
+                    scaleLabel: {
+                      display: true,
+                      labelString: dataset.length > 0 ? dataset[0].bench.unit : '',
+                    },
+                    ticks: {
+                      beginAtZero: true,
+                    }
+                  }
+                ],
+              },
+              tooltips: {
+                callbacks: {
+                  afterTitle: items => {
+                    const {index} = items[0];
+                    const data = dataset[index];
+                    return '\n' + data.commit.message + '\n\n' + data.commit.timestamp + ' committed by @' + data.commit.committer.username + '\n';
+                  },
+                  label: item => {
+                    let label = item.value;
+                    const { range, unit } = dataset[item.index].bench;
+                    label += ' ' + unit;
+                    if (range) {
+                      label += ' (' + range + ')';
+                    }
+                    return label;
+                  },
+                  afterLabel: item => {
+                    const { extra } = dataset[item.index].bench;
+                    return extra ? '\n' + extra : '';
+                  }
+                }
+              },
+              onClick: (_mouseEvent, activeElems) => {
+                if (activeElems.length === 0) {
+                  return;
+                }
+                // XXX: Undocumented. How can we know the index?
+                const index = activeElems[0]._index;
+                const url = dataset[index].commit.url;
+                window.open(url, '_blank');
+              },
+            };
+
+            new Chart(canvas, {
+              type: 'line',
+              data,
+              options,
+            });
+          }
+
+          function renderBenchSet(name, benchSet, main) {
+            const setElem = document.createElement('div');
+            setElem.className = 'benchmark-set';
+            main.appendChild(setElem);
+
+            const nameElem = document.createElement('h1');
+            nameElem.className = 'benchmark-title';
+            nameElem.textContent = name;
+            setElem.appendChild(nameElem);
+
+            const graphsElem = document.createElement('div');
+            graphsElem.className = 'benchmark-graphs';
+            setElem.appendChild(graphsElem);
+
+            for (const [benchName, benches] of benchSet.entries()) {
+              renderGraph(graphsElem, benchName, benches)
+            }
+          }
+
+          const main = document.getElementById('main');
+          for (const {name, dataSet} of dataSets) {
+            renderBenchSet(name, dataSet, main);
+          }
+        }
+
+        renderAllChars(init()); // Start
+      })();
+    </script>
+  </body>
+</html>