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    <title>#OnPremiseAI on Home</title>
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      <title>Beyond the Interface: 5 Key Differentiators of Modern AI Models</title>
      <link>https://yakinin.com/en/posts/20250419-ai-model-capabilities-comparison/</link>
      <pubDate>Sat, 19 Apr 2025 00:00:00 +0000</pubDate>
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      <description>&lt;p&gt;Users see a chat window. Sometimes voice, sometimes images. But behind this familiar interface lie radically different architectures and capabilities.&lt;/p&gt;
&lt;p&gt;Here are five key parameters that distinguish the top AI models in 2025:&lt;/p&gt;
&lt;h3 id=&#34;1-memory-context-window&#34;&gt;1. Memory (Context Window)&lt;/h3&gt;
&lt;p&gt;This defines how much information a model can retain within a single conversation.&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;GPT-4o:&lt;/strong&gt; 128k tokens (~300 pages of text)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Claude 3 Opus &amp;amp; Gemini 2.5 Pro:&lt;/strong&gt; Up to 1 million tokens (~2,000 pages)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;DeepSeek-VL Mini:&lt;/strong&gt; ~8k tokens (~20 pages)&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;More memory enables greater context and reduces hallucinations, but it also demands more powerful hardware.&lt;/p&gt;</description>
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