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      <image:title>Insights - Value per token: making AI cost a first-class product decision - Make it stand out</image:title>
      <image:caption>One token, weighed against the cost of serving it.</image:caption>
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      <image:title>Insights - Value per token: making AI cost a first-class product decision - Make it stand out</image:title>
      <image:caption>Flat prices are small comfort when volume climbs like this.</image:caption>
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      <image:title>Insights - Value per token: making AI cost a first-class product decision - Make it stand out</image:title>
      <image:caption>A token is roughly four characters. Output is billed 4–6× dearer than input, and reasoning models bill their thinking at output rates.</image:caption>
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      <image:title>Insights - Value per token: making AI cost a first-class product decision - Make it stand out</image:title>
      <image:caption>Labels show input / output price per million tokens. The gulf is the argument for routing.</image:caption>
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      <image:title>Insights - Value per token: making AI cost a first-class product decision - Make it stand out</image:title>
      <image:caption>Both methods point the same way: most AI spend is not demonstrably earning.</image:caption>
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      <image:title>Insights - Value per token: making AI cost a first-class product decision - Make it stand out</image:title>
      <image:caption>Wheelspin is output that burned effort but moved nothing forward. Proportions are illustrative.</image:caption>
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      <image:title>Insights - Value per token: making AI cost a first-class product decision - Make it stand out</image:title>
      <image:caption>Make the scores visible team by team, and the numbers start to move on their own.</image:caption>
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      <image:title>Insights - Value per token: making AI cost a first-class product decision - Make it stand out</image:title>
      <image:caption>A judge model audits production traces; its scores feed routing, prompts and budgets.</image:caption>
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      <image:title>Insights - Value per token: making AI cost a first-class product decision - Make it stand out</image:title>
      <image:caption>Caching, batching and routing compound to 60–80% off, so audit that your stack is actually delivering it.</image:caption>
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      <image:title>Insights - Value per token: making AI cost a first-class product decision - Make it stand out</image:title>
      <image:caption>Four steps: from attributing every token to anchoring the whole system on outcomes.</image:caption>
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      <image:title>Insights - Value per token: making AI cost a first-class product decision - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Insights - Cloudscaler achieves Select partner status in Claude Partner Network Services Track - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <video:title>Insights - Tokenomics: The house always wins, unless you count.</video:title>
      <video:description>Insights - Tokenomics: The house always wins, unless you count.</video:description>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Insights - AWS Public Sector AI Symposium - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Insights - Stop making AI about productivity. Make it about happiness. - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Insights - Stop making AI about productivity. Make it about happiness. - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Insights - Stop making AI about productivity. Make it about happiness. - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Insights - Stop making AI about productivity. Make it about happiness. - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Insights - Stop making AI about productivity. Make it about happiness. - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Insights - Stop making AI about productivity. Make it about happiness. - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Insights - Stop making AI about productivity. Make it about happiness. - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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