
多家大模型厂商集中推出充值卡与月卡套餐,Token走上电商货架,但也面临计价规则模糊、套路化营销等治理考验。
今年双十一期间,Token(词元)作为生成式AI的计量单位首次作为大众商品登上电商货架,多家大模型厂商推出充值卡与月卡套餐。这标志着算力消费迈入大众化阶段,但同时也暴露出计量标准不一、计价规则模糊以及套路化营销等问题,亟待完善行业规则与监管。
AI-generated summary
今年双十一期间,多家大模型厂商集中推出Token充值卡与月卡套餐,使AI算力消费走向大众。
今年双十一,购物车里多了一样看不见、摸不着的新商品——Token(词元)。多家大模型厂商集中推出充值卡与月卡套餐,有的首单低至五折,有的登上直播间半小时售出十万份。从技术圈的专业术语到大众消费货架上的标准化商品,Token走进双十一,释放生成式AI加速向消费端渗透的鲜明信号,也对数字商品的交易规则与治理能力提出了新的考验。
算力消费走向大众,是技术普及的必然趋势。过去,调用大模型、购买算力额度主要是企业与开发者的事务,有着较高的专业门槛。如今,随着AI办公、AI创作、AI学习等场景深入日常生活,普通用户对算力服务的需求持续增长。Token被形象地称为AI时代的“水电气”,如今它像话费充值、流量套餐一样被摆上电商货架,既降低了大众的使用门槛,也释放了潜在的消费需求。数据显示,开售首日平台Token品类成交额环比增长数倍,用户涵盖职场人士、学生群体、中小企业经营者等。这不仅是一次促消费的新亮点,更标志着算力消费正式走出专业圈层,迈入大众化发展阶段。
越是新兴品类,越要警惕规则跟不上“上新”速度。实物商品有重量、容量、件数作为直观标尺,消费者对买了多少有清晰感知;Token作为数字服务计量单位,天然存在感知盲区。当前各家厂商的统计口径差异明显,输入、输出、上下文缓存、图片解析各有各的计量方式,有的按字符计费,有的按积分折算,同样价格背后实际可用的服务量差距不小。根据《互联网平台价格行为规则》,经营者提供服务应当标示服务项目、服务内容以及价格或者计价方法。数字商品没有实体形态,透明度就是最核心的信任底座,计价规则模糊不清,本质上是对消费者知情权的损害。
更值得关注的是,部分促销活动沿用了套路化营销的旧做法:把限时折扣、首单特惠放在醒目位置,使用有效期、额度抵扣范围、自动续费规则、退改限制等关键信息,则藏在用户协议的角落。这种先吸引下单、后披露限制的营销方式,在传统电商领域早已饱受诟病。当新技术遇上老套路,消耗的不只是消费者的热情,更是整个新兴赛道的口碑。倘若用户在兴奋中下单、在糊涂中使用、在维权中寒心,再前沿的技术产品也难以行稳致远。
数字商品的健康发展,离不开清晰的规则底座。行业有必要尽快推动形成相对统一的计量标注范式,明确Token的基本定义与统计口径,要求商品页面显著标示单位价格、计量方式、有效期限、服务范围等核心信息,让消费者算得清账、比得了价。这是市场交易最基本的底线,也是《价格法》《消费者权益保护法》的明确要求。平台不能只提供上架渠道,更要履行好审核把关责任,对数字商品的价格标示、促销规则进行常态化核验,对模糊计价、隐瞒限制等行为及时纠偏。监管部门也要密切跟踪AI消费等新业态发展,及时将数字商品纳入价格监管与消费者权益保护的覆盖范围。
从AI服务、数字藏品,到云算力、虚拟会员,越来越多的无形商品正进入消费市场。这些新兴品类代表着数字经济的活力与未来,也考验着治理体系的适应性与前瞻性。推动“AI+消费”健康发展,既要鼓励技术创新与场景拓展,也要同步完善规则、压实责任,让每一笔消费都明明白白、每一份权益都实实在在。在发展中规范、在规范中发展,数字消费的新赛道才能载着信任一路向前。

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