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    <title>gpu - Developers Digest</title>
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    <description>Articles about gpu on Developers Digest</description>
    <language>en</language>
    <lastBuildDate>Wed, 17 Jun 2026 22:13:58 GMT</lastBuildDate>
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      <title><![CDATA[Self-Hosting Open-Weights Models: The Real Break-Even Math]]></title>
      <link>https://www.developersdigest.tech/blog/self-hosting-open-weights-models-break-even-math</link>
      <guid isPermaLink="true">https://www.developersdigest.tech/blog/self-hosting-open-weights-models-break-even-math</guid>
      <description><![CDATA[Open weights are free to download, but inference is not free to run. Here is the honest break-even math on when self-hosting GLM-5.2, DeepSeek V4, or Llama beats paying per-token API prices - GPU rental and ownership costs, real throughput, utilization, the crossover in tokens per month, and the hidden ops bill nobody budgets for.]]></description>
      <pubDate>Wed, 17 Jun 2026 00:00:00 GMT</pubDate>
      <category>pricing</category>
      <category>open-weights</category>
      <category>self-hosting</category>
      <category>gpu</category>
      <category>llm-pricing</category>
      <category>cost-analysis</category>
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