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+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8"><meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>LLM Benchmark Analysis 2024 - Lynchmark</title>
+  
+  <meta name="description" content="Comprehensive analysis of 8 LLMs across 11 challenging coding tests, revealing clear performance tiers and surprising failures.">
+  <meta property="og:title" content="LLM Benchmark Analysis 2024">
+  <meta property="og:description" content="Deep analysis of 231 test results: Claude Opus leads, Gemini surprises, and critical failures exposed.">
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+  <meta property="og:url" content="https://lynchmark.com/blog/benchmark-analysis-2024">
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+    "headline": "LLM Benchmark Analysis 2024",
+    "datePublished": "2024-05-23",
+    "author": {"@type": "Organization", "name": "Lynchmark"},
+    "description": "Comprehensive analysis of 8 LLMs across 11 challenging coding tests."
+  }
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+  <main class="max-w-4xl mx-auto flex flex-col min-h-screen p-6 lg:p-8">
+    <nav class="mb-12 flex items-center gap-4 text-sm">
+      <a href="/" class="text-gray-500 hover:text-blue-600 transition">Lynchmark</a>
+      <span class="text-gray-300">/</span>
+      <span class="font-medium text-gray-900">Benchmark Analysis</span>
+    </nav>
+
+    <article class="bg-white rounded-2xl border border-gray-200 shadow-sm overflow-hidden">
+      <header class="bg-gradient-to-r from-blue-50 to-indigo-50 px-8 py-10 border-b border-gray-200 text-center">
+        <div class="inline-flex items-center rounded-full border border-blue-200 bg-blue-50 text-blue-700 text-xs font-bold px-3 py-1 mb-4 uppercase tracking-wide">Data Analysis</div>
+        <h1 class="text-3xl md:text-4xl font-bold text-gray-900 mb-4">LLM Benchmark Analysis 2024</h1>
+        <p class="text-lg text-gray-600 max-w-xl mx-auto">
+          231 automated tests reveal clear performance tiers, surprising failures, and critical insights for production use.
+        </p>
+      </header>
+
+      <div class="p-8 lg:p-10 space-y-10">
+          <section>
+            <h2 class="text-xl font-bold text-gray-900 mb-4">Executive Summary</h2>
+            <div class="grid md:grid-cols-2 gap-6">
+              <div class="bg-gray-50 rounded-xl p-6 border border-gray-200">
+              <h3 class="font-bold text-gray-900 mb-3">Overall Performance Ranking</h3>
+              <div class="space-y-3">
+                <div class="flex items-center justify-between">
+                  <span class="mono text-sm">1. Claude Opus 4.5 (TEMP 0.7)</span>
+              <div class="flex items-center gap-2">
+                  <span class="inline-flex items-center rounded-full bg-green-100 px-2 py-0.5 text-xs font-semibold text-green-800">10/11 Tests Passed</span>
+                </div>
+                <div class="flex items-center justify-between">
+                  <span class="mono text-sm">2. Gemini 3 Pro (TEMP 0.35)</span>
+              <div class="flex items-center gap-2">
+                  <span class="inline-flex items-center rounded-full bg-blue-100 px-2 py-0.5 text-xs font-semibold text-blue-800">10/11 Tests Passed</span>
+                </div>
+                <div class="flex items-center justify-between">
+                  <span class="mono text-sm">3. Claude Sonnet 4.5 (TEMP 0.7)</span>
+              <div class="flex items-center gap-2">
+                  <span class="inline-flex items-center rounded-full bg-yellow-100 px-2 py-0.5 text-xs font-semibold text-yellow-800">9/11 Tests Passed</span>
+                </div>
+                <div class="flex items-center justify-between">
+                  <span class="mono text-sm">4. GPT-5.1 Codex</span>
+                <span class="inline-flex items-center rounded-full bg-yellow-100 px-2 py-0.5 text-xs font-semibold text-yellow-800">9/11 Tests Passed</span>
+                </div>
+                <div class="flex items-center justify-between">
+                  <span class="mono text-sm">5. DeepSeek V3.2</span>
+                <span class="inline-flex items-center rounded-full bg-yellow-100 px-2 py-0.5 text-xs font-semibold text-yellow-800">8/11 Tests Passed</span>
+                </div>
+              </div>
+            </div>
+          </section>
+
+          <section>
+            <h2 class="text-xl font-bold text-gray-900 mb-4">Critical Failure Analysis</h2>
+            <div class="space-y-4">
+              <div class="flex items-center gap-3">
+                <div class="w-3 h-3 rounded-full bg-green-500"></div>
+              <div class="flex items-center gap-3">
+                <div class="w-3 h-3 rounded-full bg-blue-500"></div>
+              <div class="w-3 h-3 rounded-full bg-yellow-500"></div>
+              <div class="w-3 h-3 rounded-full bg-red-500"></div>
+              <div class="w-3 h-3 rounded-full bg-yellow-500"></div>
+              <div class="w-3 h-3 rounded-full bg-yellow-500"></div>
+            </div>
+            <p class="text-sm text-gray-600 leading-relaxed">
+                  <strong class="text-gray-900">Scrypt Hash Test:</strong> 4 models failed due to incorrect library imports or parameter handling.</p>
+            </div>
+          </section>
+
+          <section class="grid md:grid-cols-2 gap-8">
+            <div>
+              <h3 class="font-bold text-gray-900 mb-2">The CDN Import Challenge</h3>
+            <p class="text-sm text-gray-600 leading-relaxed">
+                    The scrypt test proved particularly challenging, with only 4 of 8 models passing. The failures reveal a critical gap in LLM knowledge: <em>correct library import paths for browser environments</em>.
+                  </p>
+            </div>
+            <div>
+              <h3 class="font-bold text-gray-900 mb-2">Library-Specific Knowledge</p>
+            <p class="text-sm text-gray-600 leading-relaxed">
+                    Models that used <code>cdn.skypack.dev</code> or incorrect version paths consistently failed.
+                  </p>
+            </div>
+          </section>
+
+          <section>
+            <h2 class="text-xl font-bold text-gray-900 mb-4">Performance Insights</h2>
+            <div class="bg-gray-50 rounded-xl p-6 border border-gray-200">
+              <div class="flex items-end gap-1 h-32 mb-2">
+                <div class="w-full bg-green-500 rounded-t" style="height: 91%"></div>
+                <div class="w-full bg-blue-500 rounded-t" style="height: 91%"></div>
+                <div class="w-full bg-blue-500 rounded-t" style="height: 91%"></div>
+                <div class="w-full bg-yellow-500 rounded-t" style="height: 73%"></div>
+                <div class="w-full bg-yellow-500 rounded-t" style="height: 73%"></div>
+                <div class="w-full bg-red-500 rounded-t" style="height: 36%"></div>
+              </div>
+              <div class="flex justify-between text-xs text-gray-500 mono">
+                <span>Claude Opus</span>
+                <span>Gemini 3 Pro</span>
+                <span>Claude Sonnet</span>
+                <span>GPT-5.1 Codex</span>
+              </div>
+            </div>
+          </section>
+
+          <section class="border-t border-gray-200 pt-8">
+            <h2 class="text-xl font-bold text-gray-900 mb-4">Key Findings</h2>
+            <div class="space-y-3">
+              <div class="flex items-start gap-2">
+                <span class="text-green-500">✓</span>
+                <span class="mono text-sm">Temperature matters: Gemini at 0.35 outperformed default settings.</div>
+            <div class="flex items-start gap-2">
+                <span class="text-green-500">✓</span>
+                <span class="text-gray-700">Claude Opus demonstrated superior library knowledge and implementation accuracy.</div>
+              </div>
+              <div class="flex items-start gap-2">
+                <span class="text-red-500">✗</span>
+                <span class="mono text-sm">Grok-4 and Minimax M2 showed significant weaknesses in complex implementations.</div>
+            </div>
+          </section>
+
+          <section class="bg-blue-50 border-l-4 border-blue-500 p-4">
+                <p class="text-blue-900 font-medium">
+                  For production-grade code generation: <span class="mono font-bold">Claude Opus 4.5 at TEMP 0.7</span> remains the most reliable choice across diverse coding challenges.</p>
+              </div>
+            </section>
+          </div>
+        </article>
+        <footer class="mt-12 text-center text-xs text-gray-500 mono">
+          Public Domain
+        </footer>
+      </main>
+    </body>
+    </html>
