美国媒体曝光亚马逊一AI成本失控事故：工程师用Anthropic的Claude Sonnet模型处理作者与商品数据匹配等常规任务，却累积180万美元账单，超预算860%。项目拖延长达5个月最终未成功落地，高额算力消耗酿成巨额浪费。
全球科技企业掀起AI成本控制潮，Atlassian、Adobe、亚马逊等巨头纷纷禁止员工使用昂贵的旗舰AI模型，强制转向低价替代方案。主因是供应商将收费模式从固定年费改为按量计费，导致调用成本急剧失控，行业寒意蔓延。
集中式开发者AI网关，5ms内保护应用免受注入、成本失控和供应商故障影响
Openai
$2.8
Input tokens/M
$11.2
Output tokens/M
1k
Context Length
Google
$0.49
$2.1
Xai
$1.4
$3.5
2k
$7.7
$30.8
200
Anthropic
$7
$35
$17.5
$21
$105
$0.7
Alibaba
-
$2
256
Bytedance
$0.8
128
$0.15
$1.5
$10.5
Tencent
$1.75
$14
400
$0.35
64
$0.63
$3.15
131
$15
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