高盛最新研報指出，市場低估了AI領域發展需求，預計超大規模數據中心運營商的AI相關資本支出將遠超預期。華爾街預估2027年相關支出爲9200億美元，高盛測算達1.1萬億美元，樂觀場景下更增至1.4萬億美元。受企業級AI代理普及推動，機構預測2030年全球AI Token消耗量將大幅增長。
稀宇科技（MiniMax）推出新一代旗艦模型MiniMax-M3時，將按次計費改爲按Token消耗量計費，未提前充分溝通。由於Token消耗遠超預期，導致重度用戶額度快速耗盡，引發開發者強烈不滿。6月2日晚，MiniMax發佈致歉聲明，承認溝通不足。
科技媒體Toms報道，優步等科技巨頭正重新評估AI使用成本。隨着AI發展，Token消耗量激增，但未帶來預期功能提升。高盛報告預測，到2030年，智能體AI應用擴展將使Token消費增長24倍，達每月12萬萬億，推高AI系統需求。
李彥宏在2026百度AI開發者大會上提出，衡量AI行業繁榮的指標應從“Token消耗量”轉向“日活智能體數”（DAA）。他認爲，Token僅反映算力投入和成本，而非產出價值；只有關注智能體爲人類實際交付結果的數量，才能觸及AI產業發展的本質。
Google
$0.49
輸入tokens/百萬
$2.1
輸出tokens/百萬
1k
上下文長度
Openai
$2.8
$11.2
Xai
$1.4
$3.5
2k
Anthropic
$105
$525
200
$0.7
$7
$35
Alibaba
$6
$24
256
$2
$20
-
$4
$16
Bytedance
$0.8
$0.15
$1.5
Baidu
32
$10.5
$8
Tencent
$1
$0.75
$0.35
400
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