diff --git a/analyze.js b/analyze.js
new file mode 100644
index 00000000..78e0c6f6
--- /dev/null
+++ b/analyze.js
@@ -0,0 +1,117 @@
+const fs = require('fs');
+const path = require('path');
+const exec = require('child_process').execSync;
+
+const extractMetric = (file, metric) => {
+    console.log(`Reading file: ${file}`);
+    const content = fs.readFileSync(file, 'utf-8');
+    const match = content.match(new RegExp(`${metric}: (\\d+\\.?\\d*)`));
+    return match ? parseFloat(match[1]) : null;
+};
+
+const average = (values) => {
+    const sum = values.reduce((acc, val) => acc + val, 0);
+    return sum / values.length;
+};
+
+const formattedServerNames = {
+    tailcall: 'Tailcall',
+    gqlgen: 'Gqlgen',
+    apollo: 'Apollo GraphQL',
+    netflixdgs: 'Netflix DGS',
+    caliban: 'Caliban',
+    async_graphql: 'async-graphql'
+};
+
+const servers = ['apollo', 'caliban', 'netflixdgs', 'gqlgen', 'tailcall', 'async_graphql'];
+const resultFiles = process.argv.slice(2);
+const avgReqSecs = {};
+const avgLatencies = {};
+
+servers.forEach((server, idx) => {
+    const reqSecVals = [];
+    const latencyVals = [];
+    for (let j = 0; j < 3; j++) {
+        const fileIdx = idx * 3 + j;
+        console.log(`Processing server: ${server}, file index: ${fileIdx}, file path: ${resultFiles[fileIdx]}`);
+        reqSecVals.push(extractMetric(resultFiles[fileIdx], 'Requests/sec'));
+        latencyVals.push(extractMetric(resultFiles[fileIdx], 'Latency'));
+    }
+    avgReqSecs[server] = average(reqSecVals);
+    avgLatencies[server] = average(latencyVals);
+});
+
+// Generating data files for gnuplot
+const reqSecData = '/tmp/reqSec.dat';
+const latencyData = '/tmp/latency.dat';
+
+const writeDataFile = (filePath, data) => {
+    const content = 'Server Value\n' + data.map(([server, value]) => `${server} ${value}`).join('\n');
+    fs.writeFileSync(filePath, content);
+};
+
+writeDataFile(reqSecData, servers.map(server => [server, avgReqSecs[server]]));
+writeDataFile(latencyData, servers.map(server => [server, avgLatencies[server]]));
+
+const whichBench = resultFiles[0].includes('bench2') ? 2 : 1;
+const reqSecHistogramFile = `req_sec_histogram${whichBench}.png`;
+const latencyHistogramFile = `latency_histogram${whichBench}.png`;
+
+// Plotting using gnuplot
+const gnuplotScript = `
+set term pngcairo size 1280,720 enhanced font "Courier,12"
+set output "${reqSecHistogramFile}"
+set style data histograms
+set style histogram cluster gap 1
+set style fill solid border -1
+set xtics rotate by -45
+set boxwidth 0.9
+set title "Requests/Sec"
+stats "${reqSecData}" using 2 nooutput
+set yrange [0:STATS_max*1.2]
+set key outside right top
+plot "${reqSecData}" using 2:xtic(1) title "Req/Sec"
+set output "${latencyHistogramFile}"
+set title "Latency (in ms)"
+stats "${latencyData}" using 2 nooutput
+set yrange [0:STATS_max*1.2]
+plot "${latencyData}" using 2:xtic(1) title "Latency"
+`;
+
+exec(`echo "${gnuplotScript}" | gnuplot`);
+
+const assetsDir = 'assets';
+if (!fs.existsSync(assetsDir)) {
+    fs.mkdirSync(assetsDir);
+}
+
+fs.renameSync(reqSecHistogramFile, path.join(assetsDir, reqSecHistogramFile));
+fs.renameSync(latencyHistogramFile, path.join(assetsDir, latencyHistogramFile));
+
+const resultsTable = [
+    `<!-- PERFORMANCE_RESULTS_START_${whichBench} -->`,
+    '',
+    '| Server | Requests/sec | Latency (ms) |',
+    '|--------:|--------------:|--------------:|',
+    ...servers.map(server => {
+        const formattedReqSecs = avgReqSecs[server].toLocaleString(undefined, { minimumFractionDigits: 2, maximumFractionDigits: 2 });
+        const formattedLatencies = avgLatencies[server].toLocaleString(undefined, { minimumFractionDigits: 2, maximumFractionDigits: 2 });
+        return `| ${formattedServerNames[server]} | \`${formattedReqSecs}\` | \`${formattedLatencies}\` |`;
+    }),
+    '',
+    `<!-- PERFORMANCE_RESULTS_END_${whichBench} -->`
+].join('\n');
+
+const updateReadme = (table, whichBench) => {
+    const readmePath = 'README.md';
+    const readmeContent = fs.readFileSync(readmePath, 'utf-8');
+    const newContent = readmeContent.replace(
+        new RegExp(`<!-- PERFORMANCE_RESULTS_START_${whichBench} -->[\\s\\S]*<!-- PERFORMANCE_RESULTS_END_${whichBench} -->`, 'm'),
+        table
+    );
+    fs.writeFileSync(readmePath, newContent);
+};
+
+updateReadme(resultsTable, whichBench);
+
+console.log(resultsTable.replace(`<!-- PERFORMANCE_RESULTS_START_${whichBench} -->`, '').replace(`<!-- PERFORMANCE_RESULTS_END_${whichBench} -->`, ''));
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 00000000..e69de29b
diff --git a/run_benchmarks.sh b/run_benchmarks.sh
index 3151eec1..8d8cd6a9 100755
--- a/run_benchmarks.sh
+++ b/run_benchmarks.sh
@@ -69,5 +69,6 @@ for service in "apollo_server" "caliban" "netflix_dgs" "gqlgen" "tailcall" "asyn
     fi
 done
 
-bash analyze.sh "${bench1Results[@]}"
-bash analyze.sh "${bench2Results[@]}"
+# Run the new analyze.js script
+node analyze.js "${bench1Results[@]}"
+node analyze.js "${bench2Results[@]}"