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AI token spending declines as subsidy era ends, signaling market maturity and shifting winners.

Market News
12 Jun 2026
Seeking Alpha
View Source
Bullish
pluang ai news

AI token spending is decreasing as the era of subsidies ends and billing based on actual compute usage becomes standard. This change reflects a maturing AI market where pricing now balances supply, demand, and resource allocation more efficiently. Companies specializing in edge hardware like Qualcomm, ARM, and Apple, along with AI monitoring firms such as Datadog and ServiceNow, are expected to benefit. Major cloud providers like Microsoft and Google remain strong, serving both high and low AI usage customers effectively.

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