The rules define the game – The bargain defines who you are inside it.
The Leveling System
The third episode of Classroom of the Elite begins with an apparently resolved question and ends with a revelation that changes everything. Between those two moments, the episode demonstrates, scene by scene, that bargaining is not just an occasional tool. It is a fundamental language of any human system, whether a school, a market, or a society.
“Man is an animal that makes bargains: no other animal does this – no dog exchanges bones with another.”
Adam Smith wrote this in The Wealth of Nations. In this episode, that quote is not just a title. It is the key to understanding every decision made throughout it.
The opening: bargaining as human nature
Adam Smith is best known for his ideas about market economics, but the quote that opens the episode goes beyond economics. It says something about what we are: beings that exchange. Not just goods or services, but favors, threats, identities, silences.
No other animal negotiates. A dog does not offer its bone in exchange for something better. It acts on instinct, on hunger, on fear. Human beings do not. Human beings calculate. Weigh. Propose. And that is exactly what the episode puts into practice, in every scene, with every character.
Ryuuen and the calculated provocation
Three days before the exam, Ayanokoji witnesses Sudo being provoked by Ryuuen.
The scene looks like a simple conflict between two characters. But what Ryuuen is doing is precise: he knows Sudo’s weakness and uses it as bait. He provokes just enough to make Sudo react, and Sudo’s reaction becomes the justification for what Ryuuen wanted from the beginning.
The most exploitable weakness is not necessarily the most intense one. It is the one the person does not realize they have. Someone who knows they are impulsive can try to control themselves. Someone who acts on impulse without even recognizing it as a problem is a permanent trap, available at any moment to whoever knows how to pull the right trigger.
Ayanokoji watches all of this without intervening. It is Ichinose who appears and ends the situation, making clear she will not allow violence and that she will alert the school if necessary. Her positioning was enough to defuse the conflict. Two completely different ways of handling the same situation: one uses emotions and muscle, the other uses the system and the right threat at the right moment.
Buying the exams: bargaining within the rules
With the study group having failed and the exam approaching, Ayanokoji acts alone. He identifies an upperclassman in a precarious financial situation inside the school, someone with fewer points, more desperate, more willing to take risks, and proposes a trade: points for questions from a previous exam.
The choice of who to negotiate with is not random. Ayanokoji observes who would be most willing to accept the risk. People in worse conditions have less to lose and more to gain. In any negotiation, whoever is more desperate concedes more.
And this is where Kushida comes in. Ayanokoji uses her not as an intellectual partner, but as a social tool: her presence unsettles the upperclassman, creates discomfort, and makes the negotiation easier at a lower price. He already knew how she would behave. He was counting on it.
Kushida questions whether getting old exams would be cheating. Ayanokoji reads the upperclassman’s reaction and understands that this kind of practice is common. The questions may change, but the reasoning behind them repeats itself. And within the school’s rules, buying old exams is permitted. The school is not testing whether you learned the content in a pure way. It is testing whether you can use the available resources to achieve the required result. Knowing the system’s patterns and using them to your advantage is not cheating. It is exactly the game the school proposes.
But Ayanokoji goes further. He decides to reveal the questions only the day before the exam. The anxiety generated by the proximity of the deadline forces students to study with more intensity than they would if they had more time. The right moment to reveal information is just as important as the information itself. Letting people feel comfortable too early lowers their guard.
The invisible credit
Once again, Ayanokoji asks Kushida to take the credit for what happened. He organized everything, but prefers that his classmates see Kushida as the one responsible for the result.
This is not generosity. It is consistent with everything he has done so far: stay out of sight, avoid drawing attention, preserve the freedom that comes with not being noticed. The less people see him as someone capable of orchestrating things, the more room he has to keep doing exactly that.
The system that turns against itself
The class passes the exams. But Sudo falls one point below the cutoff, possibly less, considering the system’s rounding.
The cutoff is not a fixed number. It is calculated based on the class average. When everyone performed well, the average rose, and the bar that defines who passes rose with it. Without the increase in the average, Sudo would probably not have had this problem, even if without the old exam questions he might have done worse regardless. The collective effort created a standard he could not keep up with, and the system does not distinguish between who raised the average and who fell behind because of it. One point. Expulsion.
The bargain with the teacher: equality as an argument
Ayanokoji goes to teacher Chabashira with a proposal: to buy one point for Sudo using the school’s points.
Before making the request, he asks whether society is equal. She says it is not. He agrees: equality is a necessary fiction. But rules exist precisely to create the appearance of equality. And if the rules apply to everyone, they need to apply here as well: if points can be used for almost anything inside the school, as stated on the very first day, then that logic needs to be applied consistently.
It is a philosophical bargain. He does not beg. He argues using the system itself as his foundation.
The teacher agrees, but at a price high enough that Ayanokoji, who had already spent 15,000 points on the old exam questions, cannot cover it alone. One final layer of cruelty: the system is equal for everyone, but it works better for those who have more.
It is Horikita who appears and covers the remaining amount. She had been following Ayanokoji’s movements and understood what was at stake.
The Horikita who was beginning to change
When asked why she helped, Horikita maintains her usual stance: she did it for herself, for her own benefit.
But the episode shows a different Horikita from the one we met in the first episode. That Horikita would have said that whoever is bad at something is simply bad, people do not change, and it is not her responsibility to deal with that. Now, this new Horikita believes that with some adjustments even the most problematic students can improve.
And there is a detail that Ayanokoji picks up on: she deliberately lowered her own score during the exam to bring down the class average and make it easier for the weakest students to pass. A genuine act of care, which she completely disguises by insisting everything she does is out of self-interest.
It is a small, quiet form of growth, one the episode does not openly celebrate. But it is there.
The party in Ayanokoji’s room
That night, the group organizes a small party in Ayanokoji’s room to celebrate with the students who needed the most help. Horikita shows up, but stays in the corner reading a book, her “incredible social skills” on full display.
When asked who saved Sudo, Ayanokoji deflects smoothly and hands the credit to Horikita. A quiet lie, delivered naturally, that changes how the others see her, keeps him out of the spotlight, and still manages to leave her irritated for acting exactly the way she cannot stand.
After everyone leaves, Kushida stays to help clean up. She takes the opportunity to ask Ayanokoji whether he has feelings for Horikita. He says he sees her only as a classmate.
Kushida forgets her phone. Ayanokoji goes after her to return it. And what he sees changes everything.
Kushida: who are you really?
The Kushida who appears by the sea is not the same one who smiled throughout the episode. Her voice changes. Her posture changes. Her face changes. She kicks things, curses, and makes clear she hates Horikita with an intensity that does not match anything she has shown until now.
All of that image, the gentle girl, everyone’s friend, the ambassador of happiness, was a performance. Careful, consistent, built to work in any social context. And underneath it exists someone completely different.
When she realizes Ayanokoji saw everything, her reaction is immediate. She threatens him, forcibly planting evidence that could get him expelled if he speaks.
It is a negotiation for the survival of her own identity. And she carries it out with a coldness that does not match the version of her we knew until that moment.
In society, people like this exist. Who carry masks so well constructed that even those close to them cannot see what lies beneath. We still do not know why Kushida does this, what her reason is, what her objective is. But the episode makes clear that there is something behind it all, and that she protects it with enough seriousness to threaten anyone who finds out.
In the end, she returns to playing her gentle role as if nothing happened. And Ayanokoji is left with the question the episode does not answer: of the two versions of Kushida, which one is really her?
Conclusion
Episode 3 is not about an exam or about saving a student from expulsion.
It is about how bargaining is one of the fundamental languages of any human system, and no one in this episode escapes it.
Ryuuen bargains with the weaknesses of others. Ayanokoji bargains with information, timing, and positioning. Kushida bargains with her own image, and when it is at risk, she drops the kindness in seconds. And Horikita, without admitting it, plays her part too: she lowered her own score to protect someone she insists is not her responsibility.
Even the teacher bargains. Even the rules are negotiable, as long as you know how to use the right system.
The way each person bargains, with what, with whom, and at what cost, says more about them than anything else they choose to show. Or hide.