Introduction

When AI products transition from free to paid, why do users react so strongly? The controversies surrounding Doubao and Hongguo Short Drama reveal a dual game of user psychological expectations and technical costs. This article delves into three paths from free to paid, analyzing why users are willing to pay for saved time but remain indifferent to “more powerful AI”—this is not just a test of pricing strategy but the ultimate question of product value.

Upon returning from vacation, a colleague suddenly asked me this question while holding her phone, displaying a group chat screenshot that shared news about Doubao’s paid subscription on the App Store.

I didn’t answer immediately. It wasn’t that the question was difficult, but the way it was asked was intriguing.

She didn’t ask, “Why is Doubao charging?” or “What does the paid version offer?” Instead, she asked, “Would you pay for it?” The implication was clear: we assume AI products should be free, and charging is something that needs to be “justified.”

On the same day, Hongguo Short Drama also trended—not for a new release, but because many users suddenly discovered that “Hongguo is charging now.” The official response clarified that the VIP mechanism had been in place since 2023, covering only a small amount of copyrighted content, while the core model of “watching for free + ad revenue sharing” remained unchanged.

Understanding Doubao’s Pricing

Let’s clarify the rumors.

Doubao is not “fully charged.” Basic functions like chatting, copywriting, and information retrieval remain free. The paid features target high computational consumption productivity scenarios—such as generating PPTs, deep data analysis, and professional film production.

Pricing Structure

The specific structure includes three tiers:

• Standard version at 68 yuan per month, covering high-frequency office scenarios.
• Enhanced version at 200 yuan, aimed at more computationally intensive tasks.
• Professional version at 500 yuan, for professional creators and enterprise users.

How does this pricing compare to AI tools? ChatGPT Plus is $20 per month (about 145 yuan), and Midjourney’s basic version is $10. Doubao’s starting price of 68 yuan isn’t considered expensive. However, the issue isn’t the price itself—it’s the leap from free to 68 yuan, which triggers a psychological expectation rupture. Users don’t compare Doubao to ChatGPT; they compare it to “yesterday’s Doubao.” The real sticking point is: “What used to be free is now paid.”

Why Free Models Can’t Sustain

One number is worth noting: by March 2026, Doubao’s daily token usage is expected to exceed 120 trillion.

What does 120 trillion tokens mean? To put it into perspective, this means Doubao processes a text volume equivalent to tens of millions of moderately thick books daily. Each call incurs real computational costs.

Traditional internet products have marginal costs approaching zero. Adding one more user to watch a video barely increases server pressure. However, every response from a large model consumes actual computational power. The more users there are, the higher the costs, which grow linearly or even super-linearly—this isn’t a “scale effect”; it’s a “scale trap.”

Hongguo Short Drama operates differently. Its cost structure resembles that of traditional content platforms—copyright procurement + bandwidth distribution. Thus, it chose another path: maintaining free access to dramas, covering costs with ad revenue, and only introducing VIP options when copyright holders strongly demanded it. This choice is correct, but users didn’t accept it—because the phrase “Hongguo is charging” spread, drowning out the official clarification in group chat screenshots and short video titles.

Analyzing the Transition from Free to Paid

As a product manager with eight years of experience, I see this phenomenon and want to dissect it: when a free product starts charging, user attrition is inevitable. But how it dies can be chosen.

The first common method of failure: a sudden switch. All features become paid without a transition period or free options. Users feel “locked out” of the product, and their anger peaks instantly. This method dies the fastest and the ugliest.

The second method of failure is more insidious: fragmenting the core experience and charging for each piece. It appears still free, but every button click incurs a cost. Initially, users won’t be angry, but one day they’ll realize, “Wait, I’ve been paying without knowing what I bought.” This method dies slowly but more thoroughly, as trust is eroded to the point where there’s no chance for recovery.

The third method—what Doubao chose: basic free, premium paid. Writing copy, checking information, and chatting remain free. High computational professional scenarios enter the paid realm. The pricing tiers are not arbitrary—68 yuan targets office workers, 200 yuan covers advanced needs, and 500 yuan is aimed at professionals and enterprises. This tiered logic essentially answers the question: “Different users derive different value from Doubao—therefore, the price they pay shouldn’t be the same.”

I believe this design direction is correct.

However, I’m uncertain: can a user who was “completely free yesterday” truly perceive that “the professional version offers an additional value worth 500 yuan”?

This is the most challenging product question: it’s not about pricing but about how to make users perceive the “value increment.” If users can’t see, touch, or utilize it—then 68 yuan and 500 yuan are the same in their minds: “What was free is now charged.”

Would You Pay for It?

Returning to the initial question.

I would. But what prompts me to spend isn’t the brand “Doubao” or the concept of “AI”—it’s a specific, clearly defined use case.

For instance, if I use Doubao to create a journal for my daughter. The free version can generate text, but if the paid version can translate educational content into parent-child dialogue within seconds and provide hand-drawn style layout suggestions—I would indeed be willing to pay for that. What I save isn’t money; it’s the time spent crafting the journal under a lamp at 11 PM.

However, I wouldn’t pay a dime for the notion of “more powerful AI.”

This is the key takeaway of this article: users don’t pay for technology; they pay for “time saved” and “certain delivery.” How much smarter is GPT-4 compared to GPT-3.5? Most users don’t care and can’t perceive it. But “this tool helped me finish a PPT that would have taken two hours in fifteen minutes”—this is worth 68 yuan.

Thus, this charging controversy tests not just Doubao’s pricing strategy or Hongguo’s PR speed—but whether the entire AI industry can answer a fundamental product question: What you’re selling isn’t AI; what are you really selling?

When free becomes the default option, charging feels like betrayal. Perhaps the problem isn’t the charging itself—it’s that we never told users what this thing is truly worth.

And articulating this answer is the product manager’s responsibility, not the pricing committee’s.