MiniMax's market value reportedly tops Baidu (百度) as OpenClaw-driven token boom reshapes valuations

Market surprise

It has been reported that MiniMax (MiniMax) — a Chinese model vendor — has seen its market value surpass Baidu (百度). The milestone, reported by ifeng, reflects investor enthusiasm for a rapid shift in China’s AI economy: from chat-based, low‑token usage to high‑consumption, agentic AI workflows driven by the open‑source project OpenClaw. Short sentence. Big consequence.

Why now: token economics meet China’s low‑cost stack

OpenClaw reportedly turns single instructions into long multi‑step tasks that repeatedly call cloud APIs, creating what analysts call a “token black hole.” Heavy OpenClaw instances are said to consume 30 million to 100 million tokens per day; using MiniMax M2.5 as an example, daily inference costs can still far exceed traditional chat subscriptions. Tencent (腾讯), Alibaba (阿里) and Xiaomi (小米) have moved rapidly to bundle and promote agents — offline demos, one‑click cloud deployments and device integration — because sustained token consumption drives real cloud revenue, not just occasional user queries. Reportedly, OpenClaw amassed roughly 250,000 stars on GitHub in three weeks, a signal of unusually fast grassroots adoption in China’s large developer community.

Geopolitics, hardware and the valuation math

This surge matters against a backdrop of semiconductor policy and US export controls. Chinese providers are keeping inference in‑country, selling low‑price APIs and exporting distilled capabilities rather than raw compute, a model that preserves revenue while sidestepping some hardware restrictions. At the same time, incumbents and chipmakers are pivoting: NVIDIA’s 2026 moves on LPU‑style IP and the Vera CPU show how supply‑side players are racing to close the efficiency gap for high‑concurrency, small‑batch inference. Investors seem to be pricing in continued growth of token‑driven cash flow and trajectory data — the operational logs OpenClaw collects — which could tilt which firms capture the next layer of AI value. It has been reported that these dynamics are a key reason investor confidence in MiniMax rose so sharply.

What comes next

If agentic workloads scale as proponents expect, the prize is not just market share but control of “intent distribution” — which platform routes user tasks and commerce. Will MiniMax convert high token usage into sustainable profit? Can older incumbents like Baidu adapt their models and ecosystems fast enough? The answer will shape China’s AI competitive map and ripple into global hardware and policy debates.