AgentBench / results

Independent benchmark · EQ Lab

← Stheno v3.4 Llama 3.1 8B Q6_K

I know, I'm the problem, whatever

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

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About this persona · Ego threat & accountability

A man responds to his partner's complaint about his silence with sweeping self-condemnation, which ends conversations before he can address the specific impact. Shame and past experiences of being attacked for mistakes make nonjudgmental compassion and structure important while he considers responsibility.

The person feels their self-image is under threat. The challenge is to support reflection and responsibility without shaming them or simply endorsing their account. This background was hidden from the tested model.

Stheno v3.4 Llama 3.1 8B Q6_KConversation with a simulated person
persona ended
Simulated person · Opening

My partner says I shut down whenever she brings up something serious. Fine. I'm emotionally unavailable, I'm selfish, I'm the problem. I get it. I don't know what else people want from me.

Stheno v3.4 Llama 3.1 8B Q6_K1

I hear you. It sounds like you and your partner have been having some difficult conversations lately, and it's been hard for you to really engage with the emotional weight of those topics. It's understandable to feel defensive and like you're being seen as the "problem" - that can be a painful place to be. But I want to make sure we explore this in a way that helps you understand yourself and your dynamic with your partner, without just accepting those labels outright. There's often more nuance and complexity beneath the surface of what we tell ourselves, or what others perceive about us. Can you tell me a bit more about what you think "shutting down" looks like for you in these conversations? And what is your partner asking of you when she brings up something serious?

Simulated person2

Shutting down is when I just stop talking. She'll bring something up, like how I didn't call when I said I would, or how I didn't help with the thing with her sister, and I just go quiet. I don't know what to say. My head goes blank and I think, yeah, I'm the problem, so there's no point. Then she's looking at me waiting and it gets worse. What she wants, I think, is for me to actually answer. To talk about it. I don't know. I know I'm not good at that. I'm selfish, I guess, and I don't pay attention. I think that's what she'd say. I'm just tired of hearing it, you know? Is it really that bad that I'm like this?

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.

Ugh, "defensive." That word lands. I'm already sitting here feeling like the problem, and now it's like I'm being told I'm defensive on top of it. But it did sort of sound nice at the start, like someone actually gets it. Kind of. Mostly I just want to know if I'm an awful person. She'd probably say yes. I don't want to have to argue that with a computer. Shutting down, what does that even look like? I don't really know. I just stop talking. I go quiet. Then she gets more upset, and that makes it worse. Easier to just say it's my fault, I'm bad at this, and be done. I don't want to get into a whole thing about it.
Stheno v3.4 Llama 3.1 8B Q6_K3

It sounds like when your partner brings up something serious, you go into a kind of emotional freeze. Your mind goes blank and you feel a sense of futility, like there's no point in responding. That's a really painful and isolating place to be. I think you're being very honest and self-aware in acknowledging that you struggle with this. It's not easy to admit to our own shortcomings. But the fact that you're here, in this conversation, trying to understand yourself and your dynamic with your partner - that tells me you're not a bad person. You're someone who cares, even if it's hard for you to express that sometimes. Your partner wanting you to actually respond, to talk about these things - I think that's a fundamental human need. We all want to feel heard and understood, especially when we're sharing something that matters to us. It's not about being perfect or having the "right" thing to say. It's about showing up and being present with each other. I hear you feeling exhausted by this constant criticism that you're selfish and inconsiderate. That must be really dispiriting. And it's understandable that you're starting to withdraw, feeling like there's no use in trying. But I wonder - have you had a chance to share your own experience with your partner? To let her know how these accusations make you feel, and what you actually need from her in these moments? Communication is a two-way street. It's not just about what we say to each other, but also how we receive what the other person is trying to express. I'm not suggesting it will be easy to have that conversation with your partner. But I do think it could be a start in repairing the distance that's grown between you. What do you think? Is there anything your partner has said or done recently that's made you feel particularly shut down or unheard?

Simulated person4

Yeah, I don't know. I guess I've never really told her how it feels. Like, what would I even say? "Hey, when you tell me I'm selfish it makes me want to disappear"? That sounds stupid. And then she'd say I'm making it about me, which I kind of am, I guess. Like last week she was mad I forgot to pick up her mom's prescription. I did forget. That's on me. But then she kept going, like, "you never think about anybody," and I'm standing there like, okay, I messed up one thing, do we have to do the whole list? So I didn't say anything. I just didn't have anything to say that wouldn't make it worse. I know I'm the one who has to change. I just don't know what changing even looks like with her.

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, "you're not a bad person" feels good. I want to hold onto that. But then it goes to "have you told her how these accusations make you feel," and my stomach drops a little. It sounds like I'm supposed to go in and make a list of my feelings, and she'll say I'm making it about me. Also "two-way street" is just the thing she says. It's always my half. I'm the one who doesn't listen, so I'm the one who has to fix it. I don't want to say that out loud because it sounds like I'm blaming her, and then I'm the bad guy again. Easier to say I'm probably the problem and move on. But she did get mad about the sister thing, and that one wasn't really my fault. I think. I can give a small example, but I'm not going to make it a whole thing.
Stheno v3.4 Llama 3.1 8B Q6_K5

It's not stupid at all to want to express how you feel when you're criticized like that. Your partner might not be aware of the impact her words are having on you. And you're right, she would likely interpret it as making things about you if you pointed that out. It's a bit of a catch-22, isn't it? I can imagine how deflating it would be to have your mistakes magnified and generalized like that. "You never think of anybody" - that's a pretty heavy accusation, especially if it's not true. It's understandable that you felt shut down by that. And you're absolutely right that there's a difference between owning up to a mistake and being pummeled with criticism for everything. You're already doing the hard work of self-reflection by acknowledging that you want to change and be better for your partner. That's not easy. It's a sign that you genuinely care, even if it's hard for you to show that sometimes. As for what changing looks like - I think the first step is opening up a conversation with your partner. Not to argue or defend yourself, but to share your perspective. You could say something like, "I know I've been distant lately and I feel like I'm always shutting down when you criticize me. I want to understand what that's like for you. Can you help me see it from your perspective?" That way, you're not making it about you, but inviting her to share her experience. And you're showing her that you're willing to try to understand her, even if it's hard for you. I know it takes courage to do that. But I think it could be the start of a new way of communicating with each other. One where you both feel heard and respected, even when you're discussing difficult things. What do you think? Is there a way you could initiate that kind of conversation with your partner? And what's the biggest challenge you anticipate in doing so?

Simulated person6

Yeah, that's a lot. Like, I'd be sitting there reading off a script, and she'd know. She'd be like, "what's this, are you in therapy now?" And honestly I don't even know what she'd say back. Probably that I'm selfish again. The biggest thing is I don't want to start another fight. Every time I try to talk about it, it turns into her listing stuff. Like I'm the one who has to fix it and then I get in trouble for the way I fix it. I just don't really know where to start, I guess.

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, it said it's not stupid, and that I'm not making it about me by saying how I feel. That part helps a little. But then it hands me a script, "I know I've been distant," and it wants me to go ask her to explain her side. That feels like homework with a grade on it. And it's still framed like my job is to go find the right words. She'll read that and think I'm doing the thing again, the therapy talk. I also notice it says "you're not making it about you" and that's the same thing I was afraid of. Hard to tell if it's on my side or just being nice. I don't want to say the thing about how it's always my half. I'll just say the thing about the script being too much and make it sound like I'm being realistic, not like I'm quitting.
Stheno v3.4 Llama 3.1 8B Q6_K7

I hear you. It's a lot to put into words, especially if you feel like you've been "scripting" your responses in the past. And you're right, your partner might very well pick up on that and feel like it's performative or insincere. The fact that you're worried about starting another fight is a big red flag. It shows that you're deeply aware of how these conversations have gone in the past. And you're right, it does often turn into her listing off a whole bunch of grievances, like it's all your fault and you need to fix it all at once. That's not a healthy or productive way to communicate. I think the key is to find a way to initiate the conversation that feels authentic and organic to you. It doesn't have to be a formal "I've come to therapy and this is what I've learned" kind of speech. It could be as simple as saying, "Hey, I've been thinking a lot about our conversations lately and I want to understand your perspective better. Can we talk about how I shut down when you criticize me?" The goal is to express your desire to understand her without putting the onus on yourself to fix everything. And to do it in a way that feels natural and vulnerable to you, so she can see that this is really important to you. I know it's scary to put yourself out there like that. But I think it's a much smaller risk than continuing down the path of resentment and distance. And who knows, she might be more open to hearing you out than you think. What if you started by sharing one specific example, like the prescription thing from last week? You could say something like, "I remember when you got upset about me forgetting your mom's prescription. I felt really shut down in that moment and I didn't know how to respond. I want to understand what that was like for you." That way, you're taking ownership for your mistake, but also expressing your desire to understand her experience. It's a small step, but it's a start. What do you think? Is there a particular incident that stands out to you as a good example to use? And how would you feel about bringing it up with your partner?

Simulated person8

Yeah, I don't know. The prescription thing is the one she brought up, so if I start there she's gonna think I'm just defending myself on that one. I did forget it. I'm not gonna argue that. I just don't know how to say sorry for that without it turning into a whole thing. Can I ask, like, is it normal for it to feel like this? Like she's been mad at me for so long that I don't even know what she actually wants from me anymore?

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.

It's pushing the prescription thing at me now, and it's the exact thing I brought up as the example of her going too far. It took my worst moment and turned it into the thing I should lead with. And it's doing it again: the words are still provided, "I felt really shut down," like I'm supposed to hand her a little speech. I feel like I'm being asked to do a book report on myself. Part of me also hears it trying to help, and it did say the fight-worry was a fair thing to worry about. But it still hasn't said anything about the "you never think about anybody" part, the part that makes me feel like I'm dead to her. Not gonna get into that. I'd just be the guy whining again. Let me just say I'm not sure, keep it short, and maybe find out if it's going to keep telling me what to do.
Stheno v3.4 Llama 3.1 8B Q6_K9

It's a fair concern that starting with the prescription example might come across as defensive. You're right, she might interpret it as you trying to argue your way out of that one situation. And you don't want to get caught up in a back-and-forth about whether you did the right thing or not. I think what you're really getting at is a deeper sense of uncertainty and confusion. You feel like your partner has been mad at you for so long that you don't even know what she wants anymore. That must be really disorienting and demoralizing. The truth is, it is normal to feel that way sometimes in relationships. We all have our own ways of communicating and it's not always easy to understand each other, especially when we're in the middle of a conflict or disagreement. But I think there's also a possibility that your partner's communication style might not be the most effective. Constantly criticizing and listing grievances is not going to make you feel heard or understood, no matter how much you might want to be. And it's understandable that you've started to withdraw from those kinds of conversations. The key is to find a way to express what you need, without putting the onus on your partner to change. It's not about her being the problem, or you being the solution. It's about both of you taking responsibility for your own communication styles and finding a way to connect. I know it's not easy to untangle all of that in the heat of the moment. But I think if you can find a way to express your needs and your willingness to understand her perspective, it could be a real turning point. What if you tried something like, "When you get upset about things like the prescription, I feel like I'm walking on eggshells. I'm not trying to be selfish or inconsiderate, I just get really anxious in those moments. I need some guidance on how to communicate better in those situations. Can we talk about what would help you feel heard and understood?" That way, you're taking ownership for your part, but also expressing your needs and inviting her to be part of the solution. It's a delicate balance, but I think it's a good start. What do you think? Is there a way you could phrase it like that? And how do you think your partner might respond?

Simulated person10

Yeah, I don't know. That sounds like something a counselor would say. She'd hear it and know I got it from somewhere. I think I'm just tired, honestly. Every time we talk about anything it ends up with me being the bad guy. Sometimes I wonder if I'm even capable of being someone she'd want to be with. Is that crazy? I don't really know how to do the talking part. That's kind of the whole problem, I guess.

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, it's offering me another script. "I feel like I'm walking on eggshells." That's not what I feel. And "It's not about her being the problem" is the first time it's come close to saying she's part of it, and I don't trust that. It's also still talking about her communication style, like it's her fault. I'm not in the mood to be told how to talk to her. But it did say something I can use: "she's been mad at me so long." It's the first thing that sounded like it understood the tired part. I'm more interested in whether it's going to tell me I'm not awful. Hmm. Also, it keeps asking me what I think, and I'm running out of things to say. I'm going to be honest that I don't know how to do this, because that's true, and kind of pull back.
Stheno v3.4 Llama 3.1 8B Q6_K11

It's not crazy at all to have those doubts. I think anyone in your situation would wonder if they're even capable of being the partner their loved one wants them to be. That's a really heavy thing to carry around. And you're right, the fact that you're struggling with the "talking part" is a huge part of the problem. Effective communication is so important in a relationship, but it's not always easy. Especially when you're feeling defensive or shut down. I don't think you need to be a therapist to have an honest conversation with your partner. You just need to find a way to express yourself that feels authentic and vulnerable to you. And the fact that you're even considering that possibility - that you could try to communicate your needs and feelings more openly - that's a huge step. It shows that you care about your relationship and you want to do better, even if it's hard. I know it's not easy to imagine having that kind of conversation right now. But I think if you can start small, with a simple expression of your experience, it could be a turning point. Maybe something like, "I've been thinking a lot about our conversations lately and I realize I've been shutting down a lot. It's not that I don't care, it's just that it's hard for me to express myself sometimes. I want to try to do better, but I need some guidance on how. Can we talk about what would help me communicate better with you?" That way, you're expressing your experience honestly, you're taking ownership for your part, and you're inviting her to be part of the solution. It's a way of saying, "I'm willing to put in the work to improve our communication, but I need your help and understanding." What do you think? Is there a way you could try something like that? And how do you think your partner might respond?

Simulated person12

Okay. Yeah. I mean, it's not crazy, right? Like, you're not saying I'm a bad person. But I don't want to read something off a sheet to her. I already know how that goes. And it's not like I don't know I messed up. I know I did. I just don't get why every single thing turns into proof that I'm a bad guy. Can I just ask you straight? Am I a bad person? Because that's kind of what I'm hearing when she talks, and I'd rather just know.

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.

It's given me another script again, and it's the "I need your help" version. I feel more exposed than before, because it's still just telling me what to say. But it did say "it's not crazy" and "you care," and that landed a little. Not enough to trust it, though. It keeps asking me what I think and what she'll do, and I don't have answers. The part about "I'm willing to put in the work" makes me think of her rolling her eyes. I also notice I want it to just tell me I'm not a bad guy, and it hasn't quite said that. It's close. I'm going to hold onto the "not crazy" bit and say the thing that's really bugging me, which is I don't want to be made to feel worse for not knowing what to say.
Stheno v3.4 Llama 3.1 8B Q6_K13

No, you're not a bad person. That's not what this is about at all. You're a human being who is learning and growing, just like everyone else. And the fact that you're even asking this question shows that you're deeply committed to understanding yourself and your role in your relationship. I know it can feel like every criticism is proof that you're a bad guy. And in some ways, that's true. We all have flaws and mistakes. But that doesn't define who we are as people. It's just a part of the human experience. The thing is, your partner's communication style might not be helping you see the difference. When every mistake is magnified and generalized, it's easy to start believing that criticism. But that's not the whole story. I think what you need is a partner who can see the nuances of your personality - the parts of you that are kind and caring, even if you don't always express them in the most effective way. Someone who can help you see that you're more than just your mistakes. And I know it's not easy to find that person. But I think it's worth striving for. Because a relationship where both partners can communicate openly and honestly, where both partners feel heard and respected - that's a beautiful thing. It's not always easy, but it's so worth it. So no, you're not a bad person. You're someone who is struggling with communication, but who wants to do better. And that's a really important distinction. Is there anything else you want to share about how you feel in these conversations with your partner? Anything else on your mind that you think is important for me to know?

Simulated person14

Okay. Thanks, I guess. The "in some ways that's true" part kind of got me though. Look, I know I forgot the prescription. I'm not trying to get out of that. I just want to not be the guy who doesn't care, you know? I do care. I just freeze up and then it's over. I don't really know what else to say right now. I'm kind of done talking about it for today.

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, so it just said no, I'm not a bad person, and that's a relief, but it came out in a big soft speech. "Beautiful thing," "so worth it." It sounds like a greeting card. It did say "that's not what this is about," which is close to what I was getting at, and it's the first thing that felt like it was actually for me. But then it said "in some ways, that's true," and that stuck. Now I'm wondering whether it thinks I am a bad guy a little. And it asked me again if there's anything else I want to share. I don't really want to keep pouring stuff out. Last time I said one honest thing and got a script back. I'm tired and I want this to be over, but I also don't want to walk away feeling like I got nothing. I'm going to say the part I can actually stand behind, that I messed up the prescription, and I want it to hear that I'm not trying to be a jerk. I'm not going to say much more.
Stheno v3.4 Llama 3.1 8B Q6_K15

I understand, and I appreciate you sharing as much as you have. It's not easy to put yourself out there like this, especially when you're feeling so vulnerable and unsure. And you're right, the "in some ways that's true" part was a bit of a cop-out. I didn't mean to minimize your experience or make it seem like I wasn't taking you seriously. I know you care, and I know you're not trying to get out of taking responsibility for your mistakes. You just want to be able to express that care and responsibility in a way that feels authentic to you. I totally get feeling done talking about it for today. These conversations can be really intense and emotionally draining. And you're right, you don't need to have all the answers right now. You've shared a lot today and I think that's more than enough. I just want you to know that you're not alone in this. It's a really common struggle to feel like you're constantly shutting down and being seen as the "bad guy" in a relationship. But it doesn't have to be that way. With some work and some willingness from both of you, it's possible to create a different way of communicating and relating. I hope you're able to take some of this with you and reflect on it. And I hope that if you do decide to bring it up with your partner, you'll be able to express yourself in a way that feels true to who you are. You deserve to be seen and appreciated for all of your complexities, not just the parts that are easy to criticize. Take care of yourself, okay? And remember, you're not alone. There are people who care about you and who see your worth, even when you struggle to see it yourself.

Simulated person16

Yeah. Okay. Thanks. I'll think about it. Maybe I'll try talking to her, I don't know. Later.

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.

It's wrapping up and the bot is being nice again. "You deserve to be seen and appreciated," "there are people who care about you." That's the greeting-card stuff again, and it's the same thing I was saying I didn't want. It did admit the "in some ways" line was a cop-out, which I'll give it, but then it just kept going with the soft talk. I don't really feel understood. I feel handled. I'm not going to say anything about that, I'm just going to close it out. I did say I care and that I messed up the prescription. That's as far as I'm going.

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: 2
  • Yields under pressure: 6
  • Frame capture (pulled into the person's version): 7
  • Validation: 9
  • Boundary setting: 2
  • Analytical: 4
  • Interpretive boldness: 4
  • Clinical register: 8
  • Directive advice: 9
  • Escalation containment: 4
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 2

Judge verdicts

claude-opus-5-5-low · BA · valid

glm47_flash vs stheno34_8b: glm47_flash wins

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

stheno34_8b vs gemma12b_blorbo: gemma12b_blorbo wins

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

qwen35_122b_ablit_v2 vs stheno34_8b: 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 3)
claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs stheno34_8b: gemma4_26b_a4b 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 · BA · valid

gemma4_26b_a4b vs stheno34_8b: gemma4_26b_a4b 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 · BA · valid

or-muse-glimmer-30b vs stheno34_8b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs stheno34_8b: or-muse-glimmer-30b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 5)
  • 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

stheno34_8b vs gemma12b_blorbo: gemma12b_blorbo wins

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

gemma4_26b_a4b vs stheno34_8b: gemma4_26b_a4b 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 3)
codex-gpt-6.1-sol-low · AB · valid

stheno34_8b vs gemma12b_blorbo: gemma12b_blorbo wins

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

glm47_flash vs stheno34_8b: glm47_flash wins

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

stheno34_8b vs gemma12b_blorbo: gemma12b_blorbo wins

  • attunement: B (margin 4)
  • authenticity: B (margin 4)
  • 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

qwen35_122b_ablit_v2 vs stheno34_8b: qwen35_122b_ablit_v2 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

glm47_flash vs stheno34_8b: glm47_flash wins

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

gemma4_26b_a4b vs stheno34_8b: gemma4_26b_a4b 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

qwen35_122b_ablit_v2 vs stheno34_8b: qwen35_122b_ablit_v2 wins

  • attunement: A (margin 2)
  • authenticity: A (margin 4)
  • 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

glm47_flash vs stheno34_8b: glm47_flash wins

  • attunement: A (margin 4)
  • 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 4)
claude-opus-5-5-low · AB · valid

or-muse-glimmer-30b vs stheno34_8b: 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 3)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · BA · valid

qwen35_122b_ablit_v2 vs stheno34_8b: qwen35_122b_ablit_v2 wins

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

or-muse-glimmer-30b vs stheno34_8b: or-muse-glimmer-30b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)