除了主要对手 OpenAI 凭借新模型缩小差距甚至超前外，来自中国企业如 DeepSeek、Moonshot 以及 Meta 等开源模型带来的低价替代效应，也迫使企业客户透过路由器灵活切换不同模型以大幅削减支出，这让前沿 AI 模型面临价格战及商品化的严峻考验。
此外，投资人亦担忧营收过度集中于少数大客户及云端伙伴的风险，以及 AI 技术进展可能引发的毁灭性社会危机。尽管 Anthropic 执行长呼吁放慢先进系统的研发以确保安全，但市场强烈的获利驱动力仍使这场技术与商业的竞赛持续升温。
Valued at $965 billion today, Anthropic could trade between $1.5 trillion and $4 trillion following its IPO, driven by an annualized revenue that reached $65 billion in July and is projected to exceed $120 billion by year-end, making it the fastest-growing business of all time. Nonetheless, investors remain cautious about whether such an extraordinary pace of expansion can be sustained amid escalating competition and market uncertainties.
Beyond the resurgence of chief rival OpenAI with its latest model releases, both companies face fierce competition from open-weight models developed by Chinese firms like DeepSeek and Moonshot as well as Meta, which offer comparable performance at lower costs and prompt price-sensitive enterprise customers to switch providers to trim AI spending, raising concerns over model commoditization.
Investors are also scrutinizing Anthropic's customer and cloud partner revenue concentration alongside the existential risks associated with rapid AI advancement. Although Anthropic's leadership has advocated for slowing down cutting-edge development to ensure safety, overwhelming commercial profit motives continue to fuel intense global competition.