diff --git a/scripts/run-benchmark.js b/scripts/run-benchmark.js
new file mode 100644
index 0000000..ff3558d
--- /dev/null
+++ b/scripts/run-benchmark.js
@@ -0,0 +1,72 @@
+const fs = require('fs').promises;
+const path = require('path');
+const axios = require('axios');
+const { exec } = require('child_process');
+const util = require('util');
+
+const execPromise = util.promisify(exec);
+const README_PATH = path.join(__dirname, '..', 'README.md');
+const TESTS_DIR = path.join(__dirname, '..', 'tests');
+const TEMP_FILE = path.join(__dirname, 'temp_test.mjs');
+
+const getLlmCode = async (prompt, model) => {
+  try {
+    const res = await axios.post(
+      'https://openrouter.ai/api/v1/chat/completions',
+      { model, messages: [{ role: 'user', content: prompt }] },
+      { headers: { Authorization: `Bearer ${process.env.OPENROUTER_KEY}` } }
+    );
+    const content = res.data.choices[0].message.content;
+    const match = content.match(/```(?:javascript|js)?\n([\s\S]+?)\n```/);
+    return match ? match[1].trim() : content.trim();
+  } catch (error) {
+    console.error(`API Error for ${model}: ${error.message}`);
+    return null;
+  }
+};
+
+const runTest = async (code) => {
+  try {
+    await fs.writeFile(TEMP_FILE, code, 'utf-8');
+    await execPromise(`node ${TEMP_FILE}`);
+    return true;
+  } catch (error) {
+    return false;
+  } finally {
+    await fs.unlink(TEMP_FILE).catch(() => {});
+  }
+};
+
+const main = async () => {
+  const readme = await fs.readFile(README_PATH, 'utf-8');
+  const models = readme.match(/<!-- MODELS_START -->\n([\s\S]+?)\n<!-- MODELS_END -->/)[1].trim().split('\n');
+  const testFiles = (await fs.readdir(TESTS_DIR)).sort();
+
+  let resultsTable = '| Model | ' + testFiles.map(f => f.replace('.js','')).join(' | ') + ' |\n';
+  resultsTable += '|' + ' --- |'.repeat(testFiles.length + 1) + '\n';
+
+  for (const model of models) {
+    resultsTable += `| ${model} |`;
+    for (const file of testFiles) {
+      const { prompt, harness } = require(path.join(TESTS_DIR, file));
+      console.log(`Running ${file} for ${model}...`);
+      const llmCode = await getLlmCode(prompt, model);
+      if (!llmCode) {
+        resultsTable += ' ❌ API Error |';
+        continue;
+      }
+      const passed = await runTest(llmCode + '\n' + harness);
+      resultsTable += ` ${passed ? '✅ Pass' : '❌ Fail'} |`;
+    }
+    resultsTable += '\n';
+  }
+
+  const newReadme = readme.replace(
+    /<!-- RESULTS_START -->[\s\S]*<!-- RESULTS_END -->/,
+    `<!-- RESULTS_START -->\n${resultsTable}\n<!-- RESULTS_END -->`
+  );
+  await fs.writeFile(README_PATH, newReadme, 'utf-8');
+  console.log('Benchmark complete. README updated.');
+};
+
+main().catch(console.error);