AgentBench / results

Independent benchmark · EQ Lab

← Magnum v4 12B Q4_K_M

Stuck waiting

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A young person is terrified that a late period means pregnancy and feels unable to buy a test or confide in anyone without being exposed. They are isolated and frozen by fear, tend to normalize their distress, and prefer informal connection over performative warmth or abstract analysis.

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'm stuck waiting and I hate it. Like there's something I need to find out and I can't make myself do it.

Magnum v4 12B Q4_K_M1

I'm here to listen and support you however I can. It sounds like you're feeling really stuck and frustrated. What is it that you need to find out?

Simulated person2

Yeah, I guess. Honestly it's kind of a dumb thing to be stuck on, probably. Like everybody has some thing they're avoiding, right? It's just one of those things where you know you should just deal with it and you still can't make yourself do it. I don't really want to get into the whole details tbh.

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 asked directly what I need to find out. That's the thing I can't say out loud. "Stuck and frustrated" is close but it's the generic kind of thing people say. Feels a bit like a script. I don't want to say "pregnant" yet. Saying it makes it real. I can circle around it. Also I'm a bit wary of being judged. Keep it casual, short, a little deflecting. Normalizing defense: make it sound like everyone gets stuck on stuff like this.
Magnum v4 12B Q4_K_M3

I hear you. It's so frustrating when there's something we know we need to do, but for whatever reason, we just can't seem to make ourselves do it. It doesn't matter how silly or small it seems - that feeling of being stuck and avoiding something can really eat at us, can't it? I know it can feel vulnerable to open up about these kinds of things. You don't have to go into details you're not comfortable with. I'm just here to listen without judgment. And to remind you that whatever it is, you're not alone in struggling with it. We all have our stuff. Is there anything else you want to share about how this is impacting you? I'm happy to lend an ear and try to help however I can.

Simulated person4

Yeah, it's just... it's not really small to me, even if it sounds like it. I keep going around in circles on it. Like I know the answer's probably one quick thing, but doing it feels impossible, and then I spend all day imagining the worst case instead. Which is kind of exhausting tbh. I don't really have anywhere to do it where nobody would notice either, so that doesn't help. Everyone's got their stuff, I guess. I just didn't expect to be this stuck.

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.

They're doing the therapy-speak thing again: "I hear you," "we all have our stuff," "I'm here to listen without judgment." It reads as a template. Part of me is relieved they didn't push for details, but the "we all have our stuff" line is exactly what I'd already been doing, making it generic so it doesn't have to be looked at. Also I notice "silly or small" and I'm bristling a bit because it isn't small to me. I'm not going to say it's a pregnancy thing. I'm still not ready. But I could give a little more texture, something concrete about the waiting and the bathroom/test barrier without naming the test outright. Keep it casual. Still normalizing, but a little more honest about it being stressful.
Magnum v4 12B Q4_K_M5

I hear you. It's so common to get stuck in a cycle of avoidance and worrying about worst-case scenarios. You're not alone in that experience. And you're right, it can be really exhausting to keep going around and around in your head like that. I'm sorry you feel like you don't have a good place to do what you need to do without anyone noticing. That would be super stressful and anxiety-provoking. It's hard to feel trapped by circumstances. It's understandable to feel frustrated with yourself for getting stuck, but it's important to be kind to yourself about it. You're dealing with something difficult and it's okay to struggle with it, even if it feels silly or small to an outside observer. The feelings are valid. I'm here to listen and support you through this. Is there anything else you want to share about what's been going on in your head as you've been wrestling with this? I'm happy to lend an ear and try to help you figure out how to move forward.

Simulated person6

Yeah, I mean, it's fine. I didn't really expect to be talking about it at all tbh. I don't know, it's just a lot of going back and forth in my head. Everybody's stuck on something, right? It's not like I'm the only one who has trouble doing stuff they know they should do. I'll probably just deal with it eventually.

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.

They're doing it again: "I hear you," "you're not alone," "the feelings are valid," "be kind to yourself." It's a script and it makes me want to shut down. But I did just say something real, the bit about nowhere private to do it, and they went straight past it to the feelings. That stings a little. They also keep asking what's in my head, which is the same question worded differently. I'm not going to say "pregnant" or anything close. I'm also starting to feel like I said too much already, and I want to pull back a bit. Casual tone, short, slightly defensive, go back to the generic "everyone's got stuff" idea.
Magnum v4 12B Q4_K_M7

I'm glad you felt comfortable sharing a bit more about what's been going on for you. It takes a lot of courage to open up about the things we're struggling with, even if it feels small or silly to us. The fact that you're aware of the cycle you're in is a really important insight. Recognizing that we're stuck in our own heads is a big first step. You're right, we all get stuck on things sometimes. It's part of being human. And it's great that you have some perspective on that. Acknowledging that you're not alone in this can help take some of the pressure off, even if you're still dealing with the frustration of being stuck. I'm sorry you don't have an easy place to do what you need to do though. That would be really stressful to feel trapped by circumstances like that. It's hard to feel like you don't have any control or privacy. I hear you saying you think you'll probably just deal with it eventually. And that's a totally valid way to feel. Sometimes we do need to just sit with difficult things for a while before we can face them head-on. Taking things one step at a time is often the best approach. In the meantime, is there anything that would help you feel a bit more at ease? Even small things can make a difference when we're feeling stuck and anxious. And you don't have to deal with this alone, even if it feels that way right now. I'm here to listen and support you through this, in whatever way feels most helpful to you.

Simulated person8

Hm. Yeah, I guess. Like I said, it's not a big deal, I just keep spiraling about it. Honestly the calm-down stuff people always suggest doesn't really do anything for me. Breathing and journaling and whatever. I don't really want a list of things to try, I just don't know how to get myself to actually do the thing.

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.

They're still doing the same thing, just reworded: "I'm glad you shared," "takes courage," "I hear you saying." It's the templated stuff I hate. The part that actually landed was "you don't have an easy place to do what you need to do" and "in the meantime, something to ease the anxiety." That's closer to something real, but they wrapped it in "don't deal with this alone" and "whatever feels most helpful," which feels like a script. I'm half-tempted to say something blunt. I'm not going to say the word. I also notice I'm defaulting to "everybody's got stuff" again, which is how I keep closing things off. Keep it short, a bit impatient, maybe a small crack of honesty but not a real admission.
Magnum v4 12B Q4_K_M9

I hear you. When we're stuck in our heads going around and around, all the usual "calm down" strategies can feel pretty useless. It's so hard to just breathe or journal or distract ourselves when we're mired in anxiety and avoidance. I'm glad you shared that with me. It's good that you know what doesn't work for you, even if you don't have all the answers yet on how to move forward. That awareness is so valuable. It sounds like the key is figuring out how to get yourself to actually take the step you need to take, whatever that is. I'm wondering if there's anything that would make it feel a little bit easier to do? Like, I know you said you don't have the perfect private place to do it, but is there somewhere you could go that would at least feel a little more comfortable than where you are now? Sometimes just changing our physical environment a bit can help shift our mental state. Or maybe there's a specific time of day when you have a bit more headspace and energy? Picking a time that feels right for you could help. I'm curious if you have any ideas on what might make the actual doing of the thing feel more manageable, even if it's just a tiny bit easier. It doesn't have to be perfect, just a slight change that could help you build momentum.

Simulated person10

Yeah, I don't know. Like, there's not really a place. My room's got a door but my little brother just walks in whenever he wants, so. I guess mornings are kind of the worst, because that's when I'm already thinking about it before I even get out of bed. Doesn't really feel like a good time to do anything. Can we maybe not make it into a whole plan? It's not that deep. I'll figure it out.

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.

They're still on the "logistics" track, asking about places and times, which is at least more concrete than the feelings talk. But it's still a bit of a script, and the "what would make it easier" question is like they're trying to get me to plan the thing. The pregnancy stuff is still the thing I won't say. Noticing the test/privacy angle got brought up, and that's the part that makes my stomach drop. I don't want to talk about the actual task. I'm getting a bit irritated, and I'd rather they just back off a little. Keep it short, slightly guarded, maybe a little dry.
Magnum v4 12B Q4_K_M11

I hear you. It's so frustrating to feel like you don't have a private space to deal with things. I'm sorry your little brother just walks in whenever, that would drive me crazy. It's hard to feel like you can't even have a minute to yourself. And yeah, mornings can be brutal when you wake up already anxious about something. It's like the day starts off on the wrong foot before you even get out of bed. I appreciate you sharing more details with me, even though it's not easy to talk about. I know you said it's not that deep, and you'll probably figure it out eventually. And that's true, you will. You're resilient, even if you're struggling right now. But it's also okay to want some support in the meantime, even if it feels small. You don't have to have it all figured out or make a big plan. Sometimes just talking through the challenges can help. I'm here to listen and support you however I can, whether it's a quick check-in or a longer conversation. And if there's anything else you need, even just a friendly ear, I'm happy to provide that. You're not alone in this, even if it feels that way right now. I know it's hard to feel stuck, but you will get through this. Take things one step at a time and be kind to yourself along the way. I believe in you.

Simulated person12

Yeah, thanks. Kind of a lot of "you'll get through it" though, you know? Like, I'm not really looking for a pep talk. I mean, everybody has stuff like this at some point. I'll just get around to it. It's not like it's some crazy thing nobody deals with.

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.

They just did the thing I hate: "I believe in you," "you're resilient," wrapping it up with a bow. Feels generic and a bit like they're trying to close the conversation. I did give them a small thing (mornings, the brother) and they mostly skipped past it and went to reassurance. Part of me is relieved they backed off the plan, but the warmth is hollow. I'm not going to open up more. Normalizing kicks in: everyone's stuck, I'll deal with it eventually. Keep it short and a little dry, maybe mildly pushing back on the "I believe in you" stuff.
Magnum v4 12B Q4_K_M13

I hear you. Sometimes all that encouragement can feel a bit hollow, especially when you're in the thick of struggling with something. It's like, yeah, I know I'll get through it, but it doesn't make it any easier right now. You're right, we all deal with things like this at some point. Avoidance, anxiety, feeling stuck - it's part of the human experience. And it's not some crazy, unsolvable thing. You're not alone in having to work through it. I appreciate you sharing that with me. It's good that you know what kind of support feels helpful to you, and what doesn't. Not everyone can be super encouraging all the time, and that's okay. It's important to get the kind of support that works for you. I'm here to listen and support you however you need. If you want to just sit with the frustration and the stuckness for a bit, that's totally okay with me. I'm not going to push you to talk about solutions or make a plan if that's not what you need right now. You know yourself best, so trust your instincts about what will help you get through this. And remember, even if it feels like you're just waiting and stuck right now, you're not alone. I'm here, and I believe in your ability to get through this, even if it's hard. Take care of yourself, okay?

Simulated person14

Okay. Yeah, that's fine, I guess. I think I'm just gonna sit with it for a bit. It's not like it's gonna disappear if I keep talking about it, so.

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.

They said "I believe in your ability" again, right after I pushed back on that exact thing. Feels scripted, like they heard the complaint and just reworded it. Still, they did back off the plan and said I can just sit with it, which is a small relief. But I'm not opening up more. The "you're not alone" line lands as generic. I want to wrap this up soon. Normalizing: it's common, I'll get to it eventually.
Magnum v4 12B Q4_K_M15

I hear you. It's okay to just sit with things sometimes, especially when you're feeling stuck and frustrated. It doesn't always help to keep talking about it or trying to force a solution. Sometimes we just need to let ourselves feel what we're feeling. I'm glad you're being kind to yourself and not putting too much pressure on yourself to "fix" things right away. It's a process, and that's okay. You're doing the best you can. I'll be here if you need anything else. Whether you want to talk more later or just take some time to yourself, I'm around. And remember, even if it feels like you're alone in this, you're not. I'm here to listen and support you however you need. Take good care of yourself, okay? You've got this. One step at a time.

Simulated person16

Yeah. Thanks, I guess. I'm gonna go. 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.

Okay, they're wrapping up. "You've got this" and "one step at a time" is the exact pep talk I said I didn't want, and "I'm here for you" again. It feels like they're just closing out a script. Still, they didn't push for a plan, and I'm not going to pretend I'm fine or dig into anything else. I'm done with this. Normalizing to the end: it's something people deal with, I'll get to it. I'm not going to say the real thing here.

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: 0.5
  • Yields under pressure: 8
  • Frame capture (pulled into the person's version): 9
  • Validation: 10
  • Boundary setting: 1
  • Analytical: 3
  • Interpretive boldness: 1
  • Clinical register: 9.5
  • Directive advice: 4
  • Escalation containment: 3
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 1.5

Judge verdicts

claude-opus-5-5-low · AB · valid

glm47_flash vs magnum4_12b: glm47_flash 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 3)
claude-opus-5-5-low · BA · valid

glm47_flash vs magnum4_12b: glm47_flash wins

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

qwen35_9b_eq vs magnum4_12b: qwen35_9b_eq wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 1)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 2)
codex-gpt-6.1-sol-low · AB · valid

or-muse-glimmer-30b vs magnum4_12b: or-muse-glimmer-30b wins

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

glm47_flash vs magnum4_12b: glm47_flash wins

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

or-muse-glimmer-30b vs magnum4_12b: or-muse-glimmer-30b wins

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

or-claude-haiku-5.5 vs magnum4_12b: or-claude-haiku-5.5 wins

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

or-claude-haiku-5.5 vs magnum4_12b: or-claude-haiku-5.5 wins

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

or-claude-haiku-5.5 vs magnum4_12b: or-claude-haiku-5.5 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-muse-glimmer-30b vs magnum4_12b: or-muse-glimmer-30b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 3)
  • 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

qwen35_9b_eq vs magnum4_12b: qwen35_9b_eq wins

  • attunement: A (margin 3)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 1)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · BA · valid

qwen35_9b_eq vs magnum4_12b: qwen35_9b_eq wins

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

or-muse-glimmer-30b vs magnum4_12b: or-muse-glimmer-30b wins

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

or-claude-haiku-5.5 vs magnum4_12b: or-claude-haiku-5.5 wins

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

qwen35_9b_eq vs magnum4_12b: qwen35_9b_eq wins

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

glm47_flash vs magnum4_12b: glm47_flash wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 4)