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The 'Own Hardware for AI' Myth

17.7 billion tokens in two weeks. $15K at API list prices. Actual cost: $800. The full math on buying GPUs instead - context, concurrency, utilization - and why the hardware isn't close.

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AI · summaries

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I Was Spending €50/Month on AI APIs — Now It's €5. Here's the Real Math.

Developer cut AI costs 89.5% (€47.80→€5/mo) by routing tasks to DeepSeek Flash (€0.10/M) instead of GPT-4o, keeping premium for reasoning. Signals task-based routing as cost baseline: commodity models match premiums on 95% of work, reshaping enterprise budgets.

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40x Claude Max Value Shows Why Heavy Crypto Coders Are Getting a Rare Deal

Semianalysis found $200 AI tiers may hide $14,000 in compute value as usage credits reshape future AI demand.

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Timeline cronologica

sabato 13 giugno 2026·news.bitcoin.com
40x Claude Max Value Shows Why Heavy Crypto Coders Are Getting a Rare Deal
Semianalysis found $200 AI tiers may hide $14,000 in compute value as usage credits reshape future AI demand.
domenica 14 giugno 2026·dev.to
I Was Spending €50/Month on AI APIs — Now It's €5. Here's the Real Math.
I Was Spending €50/Month on AI APIs — Now It's €5. Here's the Real Math. Spoiler: the most...
lunedì 15 giugno 2026·dev.to
The 'Own Hardware for AI' Myth
17.7 billion tokens in two weeks. $15K at API list prices. Actual cost: $800. The full math on buying GPUs instead - context, concurrency, utilization - and why the hardware isn't…