Unverified50% confidenceOpinionExact time

Some practitioners estimate that the share of global AI token spending attributable to evals is between 10% and 30%, or even higher

1

Sources

50%

Confidence

Medium-term (~90 days)

Relevance

8/31/2026

First Seen

Valid until: 11/29/2026

Sources

How Many Tokens Does AI Evaluation Consume? The Overlooked Compute Cost Black Hole

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Unverified在发达国家中，真正能有效利用生成式AI工具的用户比例仍不足30%65% similar Unverified传统UI自动化测试的维护成本通常占总开发成本的30%-40%64% similar UnverifiedAI服务的推理成本、毛利率等单位经济模型指标比用户增长数字更能反映长期生存能力64% similar UnverifiedAI推理成本主要构成是A100/H100等高端GPU的折旧与电力，属于资本密集型刚性支出，难以随收入下滑而快速压缩64% similar

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