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      <title>Model pricing breakdown: input vs output costs</title>
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      <pubDate>Thu, 23 Jul 2026 00:00:00 +0000</pubDate>
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      <description>Prompt caching cuts call costs by 90%. Learn to audit token pricing, context limits, and retry rates to stop bleeding margin on inefficient models.</description>
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      <title>Token pricing models: calculate real API costs</title>
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      <description>DeepSeek V4 Flash lists at $0.14 per million input tokens, yet most enterprises still guess at their total spend.</description>
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      <title>LLM cost compounding: Stop the 35x budget spike</title>
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      <pubDate>Sun, 19 Jul 2026 00:00:00 +0000</pubDate>
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      <description>A single coding agent session on Claude Opus 4.6 can burn through $7 if it makes 200 API calls. This isn&#39;t a bug; it&#39;s the math of agentic systems.</description>
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      <title>Model cost analysis: 107x price gaps</title>
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      <description>LLM output costs span a 107x range. Learn how strategic routing balances GPT5.5 accuracy against financial constraints in production.</description>
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      <description>Analyze 2026 LLM API pricing across 305 models. See how input costs range from $0.44 to $30 per million tokens and optimize your spend.</description>
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