# token consumption
Latest news and articles about token consumption
Total: 3 articles found
‘Lobster’ Mania: Cloud and Model Firms Cash In as OpenClaw Sparks a Token Surge
OpenClaw, an open-source AI agent platform dubbed “Lobster,” has ignited widespread deployment in China, prompting cloud vendors and model providers to capitalise on surging token consumption. While the rush is boosting short-term revenues and stock prices, security vulnerabilities, high running costs and a shortage of mature use cases temper the enthusiasm.
China’s AI Models Overtake US Usage — Rewriting the Hardware Playbook and Roiling Markets
OpenRouter data shows Chinese AI models surpassed US counterparts in weekly token usage in February 2026, driven by multiple efficient architectures and low costs. Markets split: Chinese cloud, data‑centre and power stocks surged while Nvidia’s valuation plunged, signalling a potential reallocation of AI value away from high‑end GPUs toward models and low‑cost infrastructure.
Token Tsunami and Power Limits Propel a Boom in Liquid‑Cooled AI Servers
Exploding AI token consumption and rising hardware costs are driving a surge in rented AI compute and accelerating adoption of liquid‑cooled, high‑density servers. Policy limits on data‑centre energy efficiency and the shift from training to widespread inference are making immersion cooling and edge deployment central to scaling AI affordably and sustainably.