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177 lines
7.9 KiB
HTML
177 lines
7.9 KiB
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<span class="titleline"><a href="https://github.com/itigges22/ATLAS">$500 GPU outperforms Claude Sonnet
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on coding
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benchmarks</a><span class="sitebit comhead">
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(<a href="from?site=github.com/itigges22"><span
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class="sitestr">github.com/itigges22</span></a>)</span></span>
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<span class="subline"><span class="score" id="score_47533297">107 points</span>
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<span class="comhead"><a href="user?id=mmaunder" class="hnuser">mmaunder</a>
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<span class="age" title="2026-03-27T01:33:51 1774575231"><a href="item?id=47538089">2 hours
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<div class="comment">
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<div class="commtext c00">
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I’d encourage devs to use MiniMax, Kimi, etc for
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real world tasks that require intelligence. The down
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sides emerge pretty fast: much higher reasoning
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token use, slower outputs, and degradation that is
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palpable. Sadly, you do get what you pay for right
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now. However that doesn’t prevent you from saving
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tons through smart model routing, being smart about
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reasoning budgets, and using max output tokens
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wisely. And optimize your apps and prompts to reduce
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output tokens.
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