Tencent WorkBuddy API Calls Surge 10x in Three Months
Miles Bennett
Tencent's WorkBuddy saw per-user token consumption jump over 10× in its first three months; starting July 1 the company expands subscriptions from two tiers to four, with the price ceiling rising from ¥58 to ¥999/month — AI serving costs are forcing faster monetization.
How is the subscription changing?
The old two-tier setup — free trial plus a ¥58/month Pro plan — becomes four tiers on July 1: Free, Standard (¥99/month), Advanced (¥199/month), and Flagship (¥999/month).
The old Pro plan rolls into Standard at ¥99/month, but continuous monthly billing drops it to ¥70/month (a 30% discount), and an annual plan costs ¥672/year — actually cheaper than the old Pro annual rate of ¥696.
This means → casual users are barely affected; the real price hike targets heavy, high-frequency users. Tencent is using price to sort its user base.
Besides the price increase, what do users get?
Every user — including free-tier — gains 50 GB of cloud storage, powered by Tencent's newly launched Tencent Drive.
Tencent Docs, Lexiang, IMA, and other products will gradually plug into Tencent Drive, enabling cross-app data continuity.
In plain terms = Tencent is bundling storage and collaboration tools so that user data accumulates inside its own ecosystem — the deeper you go, the harder it is to leave.
Why monetize now?
President Liu Chiping said on the latest earnings call that AI services cannot follow the old internet playbook of "burn cash, maximize DAU, monetize later" — every model call carries a real cost.
He argued that identifying high-value use cases matters at least as much as user scale — perhaps more.
This reflects a fundamental cost-structure gap between AI products and traditional internet services: more users and more calls don't push marginal cost toward zero — they push it up linearly.
Where does WorkBuddy sit inside Tencent?
Dowson Tong, CEO of Tencent's Cloud and Smart Industries Group, compared WorkBuddy to Tencent Meeting a few years ago — a product serving both consumers (ToC) and enterprises (ToB).
Yet he also said WorkBuddy is still in a strategic investment phase; the company has not set monetization targets for the team.
This means → Tencent is raising prices while saying "we're not asking the team to make money yet." The real test: of the users drawn in by the free tier, how many will pay for premium features?
Can this new pricing model work?
Top-up credit packs rose from ¥38 per 1,000 credits to ¥50 — roughly a 32% increase — meaning even incremental consumption costs more per unit.
The pricing logic: free tier preserves the user base → price tiers filter for high-frequency users → storage + collaboration + Agent capabilities — desktop AI assistants that automate tasks on your computer — create a retention loop.
In plain terms = there is really only one variable that matters: can revenue from paying users cover the cost of surging AI call volumes? If conversion rates on the premium tiers fall short, free-tier acquisition becomes pure cash burn.
Content is for reference only, not financial advice.