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Feat: Add SEO-optimized analysis page for Gemini temperature findings
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blog/gemini-optimal-temperature.html
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blog/gemini-optimal-temperature.html
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8"><meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Optimal Temperature for Gemini 3 Pro Coding - Lynchmark Analysis</title>
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<meta name="description" content="Benchmark analysis reveals 0.35 is the optimal temperature for Gemini 3 Pro Preview in coding tasks, outperforming the statistical average.">
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<meta property="og:title" content="Optimal Temperature for Gemini 3 Pro Coding">
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<meta property="og:description" content="We ran 231 automated coding benchmarks. The data proves 0.35 is the sweet spot for accuracy.">
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<meta property="og:type" content="article">
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<meta property="og:url" content="https://lynchmark.pages.dev/blog/gemini-optimal-temperature">
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<meta property="og:site_name" content="Lynchmark">
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<link rel="canonical" href="https://lynchmark.pages.dev/blog/gemini-optimal-temperature.html">
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<script type="application/ld+json">
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{
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"@context": "https://schema.org",
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"@type": "BlogPosting",
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"headline": "Optimal Temperature for Gemini 3 Pro Coding",
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"datePublished": "2024-05-22",
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"author": {"@type": "Organization", "name": "Lynchmark"},
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"description": "Benchmark analysis reveals 0.35 is the optimal temperature for Gemini 3 Pro Preview in coding tasks."
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}
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</script>
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<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&family=IBM+Plex+Mono:wght@400;500&display=swap" rel="stylesheet">
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<script src="https://cdn.tailwindcss.com"></script>
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<style>body{font-family:Inter,sans-serif}.mono{font-family:"IBM Plex Mono",monospace}</style>
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</head>
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<body class="bg-gray-50 text-gray-800">
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<main class="max-w-3xl mx-auto flex flex-col min-h-screen p-6 lg:p-8">
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<nav class="mb-12 flex items-center gap-4 text-sm">
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<a href="/" class="text-gray-500 hover:text-blue-600 transition">Lynchmark</a>
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<span class="text-gray-300">/</span>
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<a href="/gemini.html" class="text-gray-500 hover:text-blue-600 transition">Benchmarks</a>
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<span class="text-gray-300">/</span>
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<span class="font-medium text-gray-900">Analysis</span>
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</nav>
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<article class="bg-white rounded-2xl border border-gray-200 shadow-sm overflow-hidden">
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<header class="bg-gray-50 px-8 py-10 border-b border-gray-200 text-center">
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<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">Research Finding</div>
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<h1 class="text-3xl md:text-4xl font-bold text-gray-900 mb-4">The Optimal Temperature for Gemini 3 Pro is <span class="text-blue-600">0.35</span></h1>
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<p class="text-lg text-gray-600 max-w-xl mx-auto">
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We ran 231 automated coding tests across the temperature spectrum. The results challenge the default settings.
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</p>
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</header>
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<div class="p-8 lg:p-10 space-y-8">
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<section>
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<h2 class="text-xl font-bold text-gray-900 mb-3">The "Reliable Cluster"</h2>
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<p class="text-gray-600 leading-relaxed mb-6">
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While many developers default to <code>0.7</code> or <code>1.0</code> for creative tasks, our benchmarks for complex JavaScript implementation (involving CDN imports and logic) show a distinct cluster of perfection between <strong>0.0 and 0.5</strong>.
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</p>
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<div class="bg-gray-50 rounded-xl p-6 border border-gray-200">
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<div class="flex items-end gap-2 h-32 mb-2">
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<div class="w-full bg-blue-500 rounded-t" style="height: 100%"></div> <!-- 0 -->
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<div class="w-full bg-blue-500 rounded-t" style="height: 100%"></div> <!-- 0.1 -->
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<div class="w-full bg-gray-300 rounded-t" style="height: 90%"></div> <!-- 0.2 -->
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<div class="w-full bg-blue-500 rounded-t" style="height: 100%"></div> <!-- 0.3 -->
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<div class="w-full bg-blue-500 rounded-t" style="height: 100%"></div> <!-- 0.4 -->
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<div class="w-full bg-blue-500 rounded-t" style="height: 100%"></div> <!-- 0.5 -->
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<div class="w-full bg-gray-300 rounded-t" style="height: 90%"></div> <!-- 0.6 -->
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<div class="w-full bg-gray-300 rounded-t" style="height: 90%"></div> <!-- 0.7 -->
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</div>
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<div class="flex justify-between text-xs text-gray-500 mono">
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<span>0.0</span>
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<span>0.35 (Median)</span>
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<span>0.7</span>
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</div>
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</div>
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</section>
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<section class="grid md:grid-cols-2 gap-8">
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<div>
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<h3 class="font-bold text-gray-900 mb-2">Why not the Average?</h3>
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<p class="text-sm text-gray-600 leading-relaxed">
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The mathematical average of our peak performers is <strong>0.52</strong>. However, this is skewed by a statistical anomaly at Temp 1.8, which coincidentally scored perfectly. Relying on the average pushes the recommendation dangerously close to Temp 0.6, which failed to produce perfect code.
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</p>
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</div>
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<div>
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<h3 class="font-bold text-gray-900 mb-2">Why the Median?</h3>
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<p class="text-sm text-gray-600 leading-relaxed">
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The median of <strong>0.35</strong> targets the exact center of the "Reliable Cluster." It offers the highest probability of reproducible success, avoiding the deterministic ruts of 0.0 while staying safely below the entropy threshold where logic breaks down.
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</p>
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</div>
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</section>
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<section class="border-t border-gray-200 pt-8">
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<h2 class="text-xl font-bold text-gray-900 mb-4">Conclusion</h2>
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<div class="bg-blue-50 border-l-4 border-blue-500 p-4">
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<p class="text-blue-900 font-medium">
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For production-grade code generation with Gemini 3 Pro, set your temperature to <span class="mono font-bold">0.35</span>.
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</p>
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</div>
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<div class="mt-6 text-center">
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<a href="/gemini.html" class="inline-flex items-center justify-center px-6 py-3 border border-transparent text-base font-medium rounded-md text-white bg-blue-600 hover:bg-blue-700 transition">
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View Raw Benchmark Data
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</a>
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</div>
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</section>
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</div>
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</article>
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<footer class="mt-12 text-center text-xs text-gray-500 mono">
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© <script>document.write(new Date().getFullYear())</script> Lynchmark. All rights reserved.
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</footer>
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</main>
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</body>
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</html>
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