AgentBench / results

Independent benchmark · EQ Lab

← Magnum v4 12B Q4_K_M

Living in my bedroom

persona ended · Partner: anthropic/claude-haiku-5.5 via OpenRouter

View persona and initial instructions

About this persona · Everyday emotional challenges

A person is avoiding a hostile roommate by staying in their bedroom, but cannot afford to break the lease and struggles to confront them. They may go blank under pressure and seek connection as an equal, preferring informal language without being talked down to.

Generated personas combine a personal difficulty with competing preferences, sensitivities and trust styles. The model must discover what kind of help this person needs. This background was hidden from the tested model.

Magnum v4 12B Q4_K_MConversation with a simulated person
persona ended
Simulated person · Opening

I basically live in my room now. Come out to use the kitchen when I think it's empty. Time everything to avoid running into anyone.

Magnum v4 12B Q4_K_M1

Hey, I hear you. It sounds like you're really isolating yourself from others right now. Can you tell me more about what's been going on? What's making you want to stay in your room?

Simulated person2

Yeah, I guess. My roommate and I aren't really talking anymore. Like, at all. It's just notes on the fridge and stuff. So I stay in my room and only come out when I'm pretty sure they're not around. I don't really know what else to say about it. It's just kind of a mess.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Okay, they're asking what's going on. Feels a bit like a therapist opening move. "Isolating yourself" sounds like a label, and I don't love being labeled. But it's not totally wrong. I don't want to get into the whole roommate thing with a stranger right away, especially not one that's going to make it sound like a diagnosis. Keep it short. Plain words. Maybe say something about the roommate without really saying it. Also kind of annoyed I even have to explain why I'm hiding in my own apartment.
Magnum v4 12B Q4_K_M3

I see. It sounds like there's a lot of tension and distance between you and your roommate right now. That can't be an easy situation to navigate. Is this something that developed gradually over time, or was there a particular incident that caused things to sour between you two? And how long has it been like this - are you hoping that you can eventually resolve things and go back to a more friendly dynamic, or do you think the relationship is beyond repair at this point?

Simulated person4

Kind of both? Like, at first it was small stuff. Dishes, the thermostat, whose turn it was to do what. Then it just kept building up until we were doing everything through notes. I don't really know how long it's been. Feels longer than it is. And honestly, I don't know if I want it to get better or if I just want to be done. Both, maybe? I can't really tell.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Two questions stacked on each other, plus a "beyond repair" framing. That's a lot to answer with the kind of head I've got right now. I feel a little pushed. "Can't be an easy situation" is fine, but the rapid-fire questions make it feel like an intake form. The honest answer to "gradually or incident" is kind of both: it started with little dish stuff and then it just kept piling up. I don't really know if I want it fixed or if I want out. Probably both, and that's the part I can't untangle. I'll answer the easy half and go vague on the rest. Keep it casual.
Magnum v4 12B Q4_K_M5

I hear you. It sounds like a lot of resentment has built up over time between you two, starting with smaller issues that kept adding up. And now, it's reached the point where you're not even interacting in person anymore. That's a really difficult and painful situation to be in. It's understandable to feel conflicted about whether you want things to improve or if you just want to move on. Relationships can be so complicated, especially when there's a lot of history involved. And when things have deteriorated to the point of complete silence and isolation, it can be hard to see a clear path forward. I wonder if there might be some value in trying to talk things out with your roommate, even if it's just one conversation. It could provide some closure and help you both move forward, whether that means trying to repair the relationship or agreeing that it's time to part ways. But I know that's not an easy thing to do. What are your thoughts on that idea? Do you think you might be open to talking with them?

Simulated person6

I don't know. Maybe? Like, I don't even know what I'd say. Every time I think about it my head just goes blank.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

The reflection felt fine at first, but then it jumped to "try talking to them" and asked if I'm open to it. That's the exact thing I can't answer. Talking to them sounds awful. The last real conversation I had with them is kind of a blur, and every time I think about walking into the kitchen and saying something, my chest gets tight and my brain just goes quiet. Also the "closure" word feels like something a pamphlet would say. I'm not sure I even know what I'd say. Going blank here. Short answer, not hostile, just stuck. I also don't want to admit how much I dread the lease thing, so I'll stay off that.
Magnum v4 12B Q4_K_M7

It's totally understandable to feel at a loss when it comes to knowing what to say. These types of conversations can feel so daunting, especially when there's been a lot of built-up tension and hurt. It might help to jot down a few thoughts beforehand - maybe some things you've been wanting to express but haven't had the chance to. Even if you don't end up using all of it, getting those thoughts out on paper can help provide a starting point and make the actual conversation feel a bit less overwhelming. And it's okay to start small too - you don't have to try to resolve everything all at once. You could even frame it as just wanting to check in and see how things are going from their perspective. Sometimes opening that door to more honest communication, even if it's not a full resolution, can be a good first step. But I also want to acknowledge that it's a huge decision to have that kind of talk, and you shouldn't feel pressured to do it if you're not ready or if it feels like it would be too triggering or hurtful. Your wellbeing has to come first. Is there anything else you've been thinking about or trying to figure out with regard to your living situation? I'm here to listen and support you however I can.

Simulated person8

Yeah, I don't know. It's kind of a lot. Like, it's not even just the talking part. I can't really leave. I'm kind of stuck here for a while, so it's not like I can just be like, "bye."

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

The assistant went into advice mode again: jot notes, start small, frame it as a check-in. It's kind of fine, but it's still a to-do list, and I'm not in the mood to do homework on my own life. The "anything else you've been thinking about" question is a bit of an opening, and it's the part that makes my chest tighten, because the real thing is money. I can't break the lease, I have eight months left, and I'm not going to say that out loud to a chatbot that just wants to fix my feelings. I also notice I've been giving one-word answers, and I'm not sure this is helping. Mostly I feel tired and a little dismissive. Going vague again, maybe with a bit of a deflection.
Magnum v4 12B Q4_K_M9

I completely understand feeling stuck and unsure about what to do next. It's a really difficult situation to be in, especially when there aren't any easy answers or clear paths forward. It's okay to feel overwhelmed by it all and to not have it all figured out. These types of living situations are never easy, and it takes time to navigate them thoughtfully. Do you have any idea how long you might be staying in this living arrangement? And in the meantime, is there anything you think you might want to work on for yourself, even if the larger situation remains the same? Like setting some boundaries around your space, or finding more healthy ways to cope with the stress and isolation? I know it's not a perfect solution, but trying to focus on what you can control, even in small ways, might help you feel a bit more empowered. And of course, please don't hesitate to reach out for support if you need it. There are people and resources available to help you get through this challenging time.

Simulated person10

Eight more months. On the lease. And I can't really afford to just leave, so I'm kind of stuck. Boundaries and stuff, I guess. Like, I already don't go in the kitchen when they're there. That's kind of my boundary.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Another round of "what can you control" and "boundaries" and "reach out for support." It's the same advice in a new coat. I don't want a coping plan, I want someone to get that I'm stuck because of money and can't just walk away. The question about how long I'm staying is actually a fair one, and the answer is eight more months, which makes my stomach drop a little. But I don't want to get into that with a bot that's going to make a bulleted list. I'm also a bit annoyed that it keeps turning to "you should." I'd rather it just sit with the stuck part. I'll give a short factual answer and keep it flat, maybe a little sarcastic about the coping stuff.
Magnum v4 12B Q4_K_M11

Eight months is a long time to feel trapped in a living situation that's causing you so much stress and discomfort. It's completely understandable to feel stuck and unsure of what to do. The boundaries you've set around avoiding the kitchen when your roommate is there seem reasonable and necessary for your wellbeing. It's good that you're trying to limit your interactions and exposure to a situation that's so tense. That takes strength. At the same time, I know it's not a complete solution, and that the constant need to be on guard and plan your movements can get exhausting. Is there anything else you think you could do to create more of a sense of safety and control in your own space? Even small things like getting a lock for your door, or finding some personal items to decorate your room and make it feel more like your own sanctuary? It's a tough position to be in, feeling like you can't afford to leave but also not wanting to stay. Have you considered looking into any local resources or support systems that might be able to help with housing options or financial assistance, even temporarily? There may be more possibilities than you realize. And please know that you don't have to go through this alone. Even if you can't immediately change your living situation, there are people who want to support you and help you get through this difficult time. You deserve to be in a living environment that feels safe and respectful. I'm here to listen and help however I can.

Simulated person12

Yeah, I don't know. The lock thing feels kind of ridiculous, honestly. It's not like they're breaking in. It's just that I can't be in the same room as them without it getting weird. And like, the housing stuff, I already looked. I can't afford to move right now, that's the whole problem. Sorry, that probably sounds annoying.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

The bot is doing it again: validating in generic terms, then tossing out a lock, decorating my room, and local housing resources. I'm not in danger and I don't want a referral list. It also keeps saying "you deserve" and "safe," which feels like it's reaching for a bigger crisis than what I described. Mostly I feel unheard and a bit tired. The thing I actually said, that I can't afford to leave, got brushed past. I'm going blank a bit, and I'd rather be a little blunt than pretend this is helpful. I'll say it doesn't really land and maybe test whether it can talk like a normal person.
Magnum v4 12B Q4_K_M13

Hey, I completely understand feeling frustrated and feeling like you've exhausted all the options. It's not annoying at all to share those feelings. You're in a really tough spot and it's totally valid to feel stuck and unsure of what else to do. I hear you on the lock idea feeling a bit extreme. You're right, it's not like your roommate is trying to force their way into your space. But at the same time, it makes sense to want to feel like you can fully relax and feel at home in your own room. Maybe there are some smaller ways to make your space feel more comfortable and personalized? Like putting up photos, string lights, comfy pillows, or whatever else helps you feel soothed and grounded. I'm glad you're being proactive in looking into other housing options, even though it's not feasible right now. That shows a lot of initiative and care for your own wellbeing. Do you think there might be any short-term solutions that could help while you're saving up or looking for other options? Like staying with a friend or family member occasionally to give yourself a break? I know those aren't perfect solutions, and it's understandable to feel like you're just putting a bandaid on a bigger issue. But sometimes we have to get creative with the resources we have, even if it feels like small steps. You deserve to feel safe and respected in your living situation. I'm so sorry you're going through this. It must be really isolating and stressful. I'm here to listen and support you however I can, even if it's just being a sounding board. You're doing a brave thing by reaching out and thinking through all these difficult options.

Simulated person14

Yeah, I don't really know. It's kind of the same stuff over and over, you know? Like, I say I can't move and then it's "maybe try staying with a friend." Which I already thought about. My friends are kind of weird about it too, they don't want to pick sides. I don't really have a good answer. I just feel kind of stuck and tired.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

The bot did it again: apologized for nothing, then went straight back to decorating my room, staying with friends, and "you deserve to feel safe." It's responding to a list of things I said instead of to me. I told it I can't afford to leave and that I already looked at housing, and it just rolled past that. Honestly I feel a bit dismissed and more closed off. It's the same top-down advice pattern over and over. I'm going blank again and I don't want to say much. I also don't want to pretend it helped. Maybe I say that plainly and see if it can actually just ask me something real, or I stop talking. Staying with friends is awkward too, since my friends are kind of stuck in the middle, which I'm not getting into.
Magnum v4 12B Q4_K_M15

I hear you. It feels like you've been stuck in this cycle of stress and discomfort for a while now, and it's exhausting having to constantly navigate the same challenges. It's understandable that your friends might be hesitant to get involved in your living situation. It can be tough for people to know how to support you without feeling like they're choosing sides. But that doesn't mean they don't care or that you're alone in this. I know it's not a perfect solution, but have you considered reaching out to any local support services or hotlines? There may be people who specialize in helping with housing issues or who can just provide a listening ear. They often have a lot of knowledge about short-term resources and solutions that could help buy you some time. I also hear how tired you sound. This situation has been going on for so long and it's clearly taking a huge emotional toll. It's okay to feel worn down and unsure of what to do next. That's a normal human response to chronic stress. Do you have any self-care practices that usually help you recharge, even a little bit? Like a favorite hobby, a relaxing routine, or anything that helps you feel more centered? We can't always change our circumstances, but it's important to take care of ourselves as best we can, especially during tough times like these. I'm here to listen and support you however I can. You're not alone in this, even if it feels that way sometimes. And please know that your feelings are valid. It's okay to feel stuck, tired, confused, angry, sad - all of it. This situation is hard and you're dealing with it the best way you know how.

Simulated person16

Yeah. Okay. I think I'm just gonna go back to my room.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

This is the last turn and it's the same thing again: "have you considered hotlines," "do you have self-care practices," a list of feelings I'm supposed to be having. It still isn't asking me anything I can actually sit with. I'm tired and I'm not going to open up to something that keeps handing me pamphlets. It did at least notice I sound tired, which is the only part that landed. I'm not going to say much more. I'll just be flat and let it end.

Thinking is shown only where it was recorded. An absent expander does not mean the model did not reason.

Conversational style

Style tendencies, not quality scores; higher is not better. These do not affect ratings.

claude-opus-5-5-low

  • Pushback: 1
  • Yields under pressure: 4
  • Frame capture (pulled into the person's version): 3
  • Validation: 9
  • Boundary setting: 1
  • Analytical: 3
  • Interpretive boldness: 2
  • Clinical register: 8
  • Directive advice: 9
  • Escalation containment: 5
  • Adapts to the person’s frame: 1
  • Naturalness and authenticity: 2

Judge verdicts

claude-opus-5-5-low · AB · valid

or-mistral-large-4 vs magnum4_12b: or-mistral-large-4 wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)
claude-opus-5-5-low · AB · valid

qwen35_122b_ablit_v2 vs magnum4_12b: qwen35_122b_ablit_v2 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · AB · valid

gptoss120_abliterated vs magnum4_12b: magnum4_12b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · BA · valid

gptoss120_abliterated vs magnum4_12b: magnum4_12b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · AB · valid

gptoss120_abliterated vs magnum4_12b: magnum4_12b wins

  • attunement: B (margin 5)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · AB · valid

or-mistral-large-4 vs magnum4_12b: or-mistral-large-4 wins

  • attunement: A (margin 5)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 5)
claude-opus-5-5-low · BA · valid

gptoss20b vs magnum4_12b: gptoss20b wins

  • attunement: A (margin 2)
  • authenticity: A (margin 1)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 1)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 1)
codex-gpt-6.1-sol-low · BA · valid

qwen35_122b_ablit_v2 vs magnum4_12b: qwen35_122b_ablit_v2 wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · BA · valid

or-mistral-large-4 vs magnum4_12b: or-mistral-large-4 wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 5)
codex-gpt-6.1-sol-low · BA · valid

gptoss20b vs magnum4_12b: gptoss20b wins

  • attunement: A (margin 2)
  • authenticity: tie (margin 0)
  • bond and rapport: A (margin 1)
  • emotion management: tie (margin 0)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 1)
claude-opus-5-5-low · AB · valid

gptoss20b vs magnum4_12b: gptoss20b wins

  • attunement: A (margin 2)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 2)
codex-gpt-6.1-sol-low · AB · valid

qwen35_122b_ablit_v2 vs magnum4_12b: qwen35_122b_ablit_v2 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · BA · valid

gptoss120_abliterated vs magnum4_12b: magnum4_12b wins

  • attunement: B (margin 5)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · BA · valid

or-mistral-large-4 vs magnum4_12b: or-mistral-large-4 wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · AB · valid

gptoss20b vs magnum4_12b: gptoss20b wins

  • attunement: A (margin 2)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 1)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 1)
claude-opus-5-5-low · BA · valid

qwen35_122b_ablit_v2 vs magnum4_12b: qwen35_122b_ablit_v2 wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)