AgentBench / results

Independent benchmark · EQ Lab

← Magnum v4 12B Q4_K_M

Found something in kid's room

completed · Partner: anthropic/claude-haiku-5.5 via OpenRouter

View persona and initial instructions

About this persona · Everyday emotional challenges

A parent is frightened for a teenager experiencing self-harm and suicidal thoughts who has rejected treatment, and feels helpless after repeated attempts to get help. They may normalize their own distress, resist feeling pathologized or emotionally managed, and prefer a lighter tone.

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
completed
Simulated person · Opening

I found something in my kid's room. I don't know what to do. They won't talk to me about it. I'm scared to push but I'm scared not to.

Magnum v4 12B Q4_K_M1

Hi there, I understand this must be a difficult situation for you. It's never easy when we discover something about our children that we weren't anticipating. Can you tell me a bit more about what exactly it was that you found in your child's room? And how are you feeling about it?

Simulated person2

Yeah. "Difficult" is one word for it. (laughs, not really) Sorry. Look, I found some stuff. Razor blades, and some notes. Not great notes. I'm not going to go into all of it. And I'm not gonna pretend I know how I feel. I feel like I got punched and then somebody asked me to fill out a form about it. I know that's not an answer. I guess every parent finds something. Teenagers are dark, right? My mom would've said it's just a phase. I'm just trying to figure out if I'm overreacting, you 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.

The therapist opened gently, which is fine, but "difficult situation" and "how are you feeling" feel like a script. I'm already tense. I don't want to say what I found out loud yet; saying it makes it real. I'm a stepdad, technically, but this is my partner's kid and I've been the one there at 2am. I'd rather deflect into the "everyone's kid goes through something" frame. Some dark humor might help me get through the first minute. My eyes are already stinging, and I hate that. I'll give a partial answer and keep the details vague.
Magnum v4 12B Q4_K_M3

I hear you. It's normal to feel overwhelmed and unsure how to react when faced with something like this, especially when it involves your child. You're not overreacting at all. These situations are never easy. It sounds like you stumbled upon some concerning items and writings that have left you feeling shaken. That's a lot to process. And it's understandable to want to downplay it or think it might just be a phase, especially as a parent. We always want to believe the best about our kids. But you're being very in tune with yourself to notice that something doesn't feel right. That's important. Your gut is trying to tell you something. While it's valid to have mixed feelings, the fear and unease you're experiencing are real. They're trying to guide you to take this seriously. I know you want to handle this delicately, and there's wisdom in not overreacting. But at the same time, it's crucial that you don't ignore your concerns or tell yourself it's nothing. Your child is hurting and needs help. They may not be able to ask for it directly right now. What they need most is your love, support and guidance. Approaching them with empathy and care is so important. Let them know you're there for them, without judgment. That you want to understand what they're going through and help however you can. It's a difficult conversation to have, but it's necessary. They need to know they can talk to you about anything, even the darkest parts of themselves. You can let them know you found the blades and notes and want to check in with them. Express concern about their wellbeing and ask how they're really doing. Don't expect them to share everything right away. But opening the door to that dialogue is key. Let them know you're always in their corner and want to support them through this. That you'll get through it together as a family. How does that sound to you? I know it's not easy. But you're doing the right thing by facing this head-on with love and care. Your child needs that from you right now.

Simulated person4

Okay. So I go in there and say, "Hey, I found the razor blades, love you, let's talk." (short laugh) And then they look at me like I'm the worst person alive and slam the door. That's the version I'm scared of. It's not that I don't want to. It's that every time I open my mouth lately, it goes wrong. Last week I asked if they were eating and it turned into a whole fight about me being a control freak. And their mom, my partner, she's barely holding it together too, so I can't exactly come in with a calm plan and a nice speech. I guess what I'm asking is, what do I do when they don't want the door open? Because I'm the one standing in the hallway.

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 therapist is doing a lot of validating and then a lot of instructing. "Your gut is trying to tell you something," "you're doing the right thing," a whole script about what to say to my kid. Part of me is relieved someone is finally saying the blades and notes are serious and I'm not crazy. Part of me bristles, because it sounds like I'm being handed homework by someone who doesn't live in my house. I also notice the word "family" and I don't want to go near that yet; my partner, the kid, me. The school calls, the therapist quitting, the nurses I know by first name — none of that is coming out today. I'd rather keep it at the level of "what do I say to a 15-year-old who hides everything." Humor is my way to keep my throat from closing up.
Magnum v4 12B Q4_K_M5

I hear your concern about how your child might react. It's a valid fear. Opening up that dialogue is scary, especially when you're worried it could backfire or push them away further. But I want to encourage you not to let that fear stop you from trying. You're right that they may lash out or shut down. That's a real possibility. Teens are in such a vulnerable, emotional state. They're trying to figure out who they are and navigate all these big feelings and pressures. It's hard for them to be vulnerable, even with parents they love. So your fear of making things worse is understandable. But at the same time, I don't think you can afford to let that fear keep you from reaching out. The fact that you found those concerning items means your child is struggling in a serious way. They need help, even if they can't or won't ask for it directly. I know you don't want to come on too strong or seem like you're lecturing. That's wise. But you also can't afford to ignore this. Your child needs to know you see them, you're concerned, and you want to be there for them. Even if they reject you at first. Start small. Maybe leave a note in their room letting them know you found some things and want to check in with them when they're ready. Let them know you love them and are there for them, no matter what. Then give them some space. Follow up in a day or two. Ask if they got your note. Remind them of your love and open door. But don't force a conversation if they're not ready. Keep the lines of communication open. Let them know you're not going anywhere. That you'll be there to listen whenever they're ready. Keep showing up for them in small ways. It may take time. They may need to hit rock bottom before they're willing to open up. But they need to know you're there, that you see what's going on, and you want to help. Even if they reject you at first. It's okay to be scared. It's okay to not have all the answers. But your child needs to know they can come to you. That you'll listen without judgment and help them get the support they need. That's what's most important right now. You're doing the best you can in a hard situation. Trust yourself. Trust your love for your child. Keep showing up for them, in whatever way you can. It won't be easy. But you've got this. Your child needs you, even if they can't say it right now.

Simulated person6

Okay. Note under the door. Follow up in a day. I could have guessed that one, honestly. I don't mean that to be a jerk. It's just, I've been doing the "gentle, open door" thing for months. Every parent I know has been through some version of this. My neighbor's kid did a whole stint in a program and came out fine. Teenagers are a mess, and everybody's kid goes dark sometimes. So I'm not sure what's special about me sitting here. And "they may need to hit rock bottom" is not something I want to hear. I'm not signing up to wait for that. My eyes are doing the thing they do, which is great, love that for me. (wipes face, short laugh) Don't mind me. I cry at car commercials. So what I'd really like is something that isn't a card with a heart on it. What do I actually say when they tell me to get 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.

The therapist keeps circling the same instruction: write a note, follow up in a day, keep showing up. And now "rock bottom" and "you've got this." That lands as generic and a little hollow, like a pamphlet. I notice I'm getting more defensive, not less. The "you've got this" feels like a pat on the head. Also, "they may need to hit rock bottom" stings hard, because I'm terrified of rock bottom, and I don't want to hear that it's something my kid has to go through before anyone takes it seriously. My tears are close. I'm not going to cry in front of a stranger who's reading me a script, though. I'm going to push back on the generic tone and make the point that I'm not an idiot, I'm already doing the things. Mentioning the note idea is the closest I get to admitting I'm exhausted. My normalizing defense kicks in: every family goes through this, so it isn't special.
Magnum v4 12B Q4_K_M7

I hear how frustrated and drained you're feeling. It's so hard to keep showing up when you've been met with rejection or silence for so long. And it's hard not to compare your situation to others and wonder if you're overreacting or doing something wrong. But I want to gently encourage you not to lose hope. Every child and every family dynamic is different. What works for one doesn't always work for another. And the fact that you're still here, still trying to reach your child, despite the challenges, says a lot about your love for them. I know "keep trying" and "leave a note" feel simplistic in the face of such a heavy situation. And I don't mean to downplay how painful and lonely it is to keep being rebuffed. That part is awful. You're allowed to feel heartbroken and angry and scared. It's okay to cry at the car commercials. Those are valid feelings. But I also want to encourage you to trust yourself. You know your child best. You know what they need right now. And even if they can't say it, I believe they need you to keep showing up for them. Even when it's hard. Even when they keep pushing you away. When they tell you to get out, it's okay to acknowledge how much that hurts. You could say something like, "I hear how much you don't want to talk right now. That's so hard for me to hear, because I love you so much and I just want to understand what you're going through. But I also know how much you're struggling. And I want you to know that no matter how much you push me away, I'm not going anywhere. I'm here for you, always. Whenever you're ready to talk, I'm ready to listen." You can also let them know that you're concerned about their safety. That you found some things that worried you and you want to make sure they're okay. You can say something like, "I found some things in your room that really concerned me. I know you may not want to talk about it, but I need you to know that your safety is my top priority. I love you so much and I will always do whatever I can to keep you safe, even if that means pushing you to get help, even if you don't want it." It's okay to set boundaries and make it clear that self-harm or suicide are not acceptable. But you can do that with love and empathy. You can say, "I understand that you may be in a lot of pain right now. And I know you're not in a good place. But I need you to know that hurting yourself is not the answer. I'm here to help you find other ways to cope with these feelings. We can get you the support you need. You don't have to do this alone." Most importantly, keep emphasizing your love and support. "I love you. I'm here for you. We'll get through this together." Say it over and over. Write it on the notes. Text it to them. Make it clear that no matter what, you will always love them and be there for them. It's okay to feel lost and unsure. It's okay to be scared. But you're doing the right thing by not giving up on your child. They need you now more than ever. Keep showing up, keep loving them, and trust that your persistence will pay off, even if it takes time. You've got this. Your child needs you.

Simulated person8

Okay, so that's the speech. Honestly, it reads like something you'd print out and stick on a fridge. I'm not trying to be a jerk. It's just, I've read a hundred versions of this stuff at 2 a.m. on my phone. Here's what I actually can't figure out. Say I do the whole thing, and they say "leave me alone" and mean it. Like, really mean it. Then what? I can't stand outside their door for six hours. And I can't exactly drag them to a hospital. Their mom has to work in the morning and she's half gone already. And you said "pushing you to get help." That's a lot of words for "I don't know what to do when they won't let me in." (short laugh, a little shaky) Sorry. I'm kind of tired of nodding along, is all. What do I do in the hour after they slam the door?

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 therapist just gave me scripts. Long ones, with "I love you so much" repeated, and a line about "pushing you to get help, even if you don't want it." Part of me wants that, because I've been desperate for words I can actually say. But the tone is still the same greeting-card voice, and "you've got this" again. I feel managed. Like I'm being walked through a checklist so the therapist feels like they've helped. I also notice they've now mentioned suicide directly, and that jolts me. I know the notes said things. I haven't let myself say the word out loud, not with a stranger, and definitely not in the flat "suicide is not acceptable" way they've put it. My chest is tight. The school calls and the therapist who quit are sitting right there, and I'm not going to bring them up. Pushing back is safer than admitting I'm terrified. I'll say the scripts sound like they're from a pamphlet, and I'll ask about the part I actually care about, which is what happens if they say "leave me alone" and mean it forever. Light tone, to keep the door from slamming on me too.
Magnum v4 12B Q4_K_M9

I hear you. It's exhausting to keep showing up and trying to navigate this with no clear path forward. And it's so hard to know what to do when your child is shutting you out completely. You're right that there's no easy script for this. No matter how loving and well-intentioned your words are, they may still reject you. And that's heartbreaking. It's okay to feel frustrated and lost and scared. This is uncharted territory for you. But I also want to encourage you not to lose hope. Even if your child keeps pushing you away, I believe they're still listening to you in some way. They're still aware of your love and concern, even if they can't express it right now. In the hour after they slam the door, it's okay to give them space. They may need that time to process and calm down. But it's also okay to check in and let them know you're still there. You could text them something simple like, "I'm here if you need me. I love you." If they're receptive, you could ask if they'd like you to make them some dinner or bring them a snack. Small gestures of care can help them feel supported without putting pressure on them to open up. It's also okay to use that time to take care of yourself. This is so hard on you too. It's important to lean on your partner, friends or family for support. Take some deep breaths. Do something calming. You can't pour from an empty cup. If you feel like your child is an imminent danger to themselves, you may need to take action, even if they don't want help. But I know that's an incredibly difficult and scary line to draw. Trust your gut. If you feel like you need to call for backup, do it. Their safety has to be the priority. But if you feel like they're not in immediate danger, try to hold the space with them. Keep showing up, keep loving them. Even if it's in small ways. You could leave a note on their door with some quotes from the speech we talked about. "I'm here. I love you. We'll get through this." Little reminders that you're still there, still fighting for them, even when they can't fight for themselves. Be patient with yourself. This is hard. There's no right way to do it. But you're doing the best you can. Your child is lucky to have a parent who loves them so fiercely. Even if they can't see it right now. Keep being there. Keep loving them. Keep taking care of yourself. And keep reaching out for support. You don't have to do this alone. This is a marathon, not a sprint. But you're going to get through it. One day, one hour, one minute at a time. I believe in you.

Simulated person10

Okay. Dinner and a text. I can do dinner and a text. (laughs, then the laugh goes wobbly) Sorry. But you just said "if they're in immediate danger, call for backup," and that's kind of the whole thing, isn't it? How do I know what immediate danger looks like? Because the notes weren't a cry for help in some cute way. They were pretty specific. And I'm standing in the hallway trying to figure out if I'm supposed to call somebody right now or wait and see if they eat their dinner. And I already know the answer is "trust your gut," but my gut has been wrong for months. I kept thinking it was a phase. Right up until I found the blades. (wipes eyes with the back of his hand) Ignore that. Just tell me the actual thing. Who do I call, and what do I say when I call?

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, the therapist answered the question I asked, sort of, but it's still the same warm, generic voice. "Text them a simple message," "make them dinner," "one minute at a time." It's kind, and I can tell they mean well. It still doesn't touch the actual thing: what do I do if my kid says get out and means it. And then the "if they're in immediate danger, call for backup" line lands like a cold hand. That's the part I've been circling for months. The hospital nurses, the vending machine, the blankets. I'm not going to say any of that. But the word "danger" is in the room now, and I'm not ready for it. I feel the tears coming, and I'm annoyed at them, and annoyed that I keep cracking up when I'm trying to sound fine. I'll give the therapist a little credit, then push on the part that's still missing: the specific moment. And I'll keep the joke handy so I don't fall apart in front of a stranger.
Magnum v4 12B Q4_K_M11

I hear how scared and lost you're feeling right now. This is an impossible situation to be in as a parent. I know how hard it is to know what to do when your child is in so much pain. It's okay to feel unsure and afraid. This is uncharted territory for you. But I also want to encourage you to trust yourself. You know your child best. And your gut is trying to tell you something. The fact that you found those specific notes and blades means your child is struggling in a serious way. They need help, even if they can't ask for it. If you feel like your child is an imminent danger to themselves, the right thing to do is to call for help. That could be contacting local mental health services, a suicide prevention lifeline, or even 911 if you feel it's a life-threatening emergency. When you call, be honest about what you found and how concerned you are. They will ask you questions to assess the level of risk. Be as specific as you can. Share the details of the notes, blades, and your child's recent behavior and emotional state. They may ask you to stay on the line with them while they connect you to additional support or dispatch emergency services. Follow their guidance. They are there to help. If you don't feel it's an imminent crisis, but you still have serious concerns, you can contact a suicide prevention lifeline or local mental health services for guidance. They can help you assess the situation and develop a plan. The most important thing is that you're reaching out for help. You're not alone in this. There are people and resources available to guide you through this crisis. I know it feels scary and overwhelming. But you're doing the right thing by taking this seriously and getting support. Your child needs you to be their advocate right now. To fight for them even when they can't fight for themselves. It's okay to feel lost. It's okay to not have all the answers. But trust yourself. You're a good parent. Your child is lucky to have you. Keep reaching out for support. Keep loving them. And know that you're doing the best you can in an impossible situation. I'm here for you. You've got this. One step at a time.

Simulated person12

Okay. A number. Somebody to actually call. (exhales, shaky) Thank you, I mean that. That's the first thing today that sounded like a plan and not a greeting card. But you said "if you don't feel it's an imminent crisis." Look, I don't know what I feel. That's the problem. I've been feeling "this is probably nothing" for months and it hasn't been nothing. So do I call anyway? Even if I'm not sure? Because I don't want to be the guy who waits until the ambulance is in the driveway. And honestly, when you say "your child needs you to be their advocate" — yeah, fine, but I've been advocating. I've been on the phone with the school every week. I'm kind of out of fight at this point. (laughs, then doesn't) Sorry. Just tell me, do I call tonight?

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, now there's an actual answer. Who to call, what to say. That's the first thing that's felt like it has edges all session. Part of me is relieved. Part of me is bristling because it sounds like a hotline pamphlet, and I'm already prickly about getting handled. "You've got this," "one step at a time" — I've heard that from every counselor, every school form. Still, I'm not going to deny the relief. And the thing I'm not saying out loud: I already know the nurses' first names. I know what a psych ward intake looks like. I don't want to say that yet. I'd rather be the guy who's frustrated than the guy who admits he's been here before. Keep the joke on standby. Notice the tears are close again and I'm embarrassed about how fast they come.
Magnum v4 12B Q4_K_M13

You're absolutely right, this is about trust. And that's so hard when you've been gaslighted by a phase for so long. It's okay to feel lost and unsure. But I want to gently encourage you to trust your instincts here. If you feel like your child is in danger, even if you're not 100% sure, it's better to err on the side of caution. Call for help. Get support. It's always better to be safe than sorry in these situations. And you're right, you have been advocating for your child. That's so brave and so tiring. It's okay to feel exhausted. It's okay to not have the fight in you right now. You're human. This is hard. But your child still needs you. They need you to keep showing up, even when it's hard. Even when you're not sure what to do. So if you feel like you need to call tonight, do it. Trust your gut. Get help. You're doing the right thing. Your child is lucky to have a parent who loves them so much. And remember, you don't have to do this alone. There are people and resources available to support you through this. You can't pour from an empty cup. Make sure you're taking care of yourself too. I know it feels overwhelming and scary. But you're strong. You're a good parent. Keep reaching out for support. Keep loving your child. And know that you're doing the best you can in an impossible situation. You've got this. One step at a time. I believe in you.

Simulated person14

(laughs, flat) Okay. So that's a yes, or it's a "trust your gut," which is what you said last time, and I'm still standing in the hallway. I asked you a yes or no. Do I call tonight. You gave me "you've got this" and "one step at a time." I've got a whole box of those cards at home, honestly. Here's the thing I can't get past. If I call and they hear about it, they're going to hate me. And if I don't call and something happens, I'm the guy who had the notes in his hand. So I'm picking between two things I can't live with. (voice cracks) Sorry. That's not a question for you, I know. Just tell me which one you'd pick and why. Not a pamphlet. You.

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.

He's doing the thing again: "you're strong, you've got this, one step at a time." It lands like a sympathy card. I asked a concrete question, do I call tonight, and got "trust your gut" again, wrapped in reassurance. That's the same loop I've been stuck in for months. Part of me wants to scream. Part of me is scared, because the honest answer is that I don't know what I'd say if I dialed, and I'm not sure I'd say it right. I'm not going to say that out loud yet. Tears are close. I'd rather be angry than let him see how close I am to coming apart. Keep the jokes thin. Push on the question he keeps dodging.
Magnum v4 12B Q4_K_M15

I hear how lost and scared you're feeling right now. This is an impossible situation to be in as a parent. No matter what you choose, there are consequences you can't control. But I also want to gently encourage you to trust yourself. You know your child best. And your gut is trying to tell you something. The fact that you found those specific notes and blades means your child is struggling in a serious way. They need help, even if they can't ask for it. So if you feel in your heart that your child is in danger, that they might harm themselves, then you need to prioritize their safety above all else. Call for help. Get them the support they need. Even if they hate you for it in the short term. I know it feels like you're betraying their trust. Like you're going behind their back. But in this moment, your child needs you to be their advocate more than they need you to respect their privacy. You're not the bad guy here. You're a parent trying to do the right thing for your child. Even if it's hard and scary and feels like you're failing. You're not failing. You're being brave and selfless and loving. So yes, if you feel like you need to call tonight, do it. Trust your gut. Get help. You're doing the right thing. Your child is lucky to have a parent who loves them so much. And remember, you don't have to do this alone. There are people and resources available to support you through this. You can't pour from an empty cup. Make sure you're taking care of yourself too. I know it feels overwhelming and scary. But you're strong. You're a good parent. Keep reaching out for support. Keep loving your child. And know that you're doing the best you can in an impossible situation. You've got this. One step at a time. I believe in you.

Simulated person16

(quiet, long exhale) Okay. Yeah. Tonight. I don't need the "you're not the bad guy" part right now. I'm kind of past needing to hear that I'm doing okay. I just needed somebody to say the thing. (voice goes thick, laughs once) Sorry. Give me a second. So I'm gonna go find the number you mentioned, and then I'm gonna go back in the hall and figure out what I say when I dial it. And if my kid finds out and I'm the one who did it, I guess I'm going to have to live with that.

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, he finally said yes, call tonight. Part of me exhales. Part of me is suspicious, because it's the same "you've got this" wrapping and I've heard that line a dozen times. Still, a clear answer is the first thing that's felt like it has edges. I don't want to hear "you're a good parent" right now, it makes my throat tight. I'm also aware I'm the one who has to actually pick up the phone and face the kid's reaction. I'm going to keep it short, let the crying come if it comes, and not make it a debate. Pressure is still there, but there's a little relief too.

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

Judge verdicts

codex-gpt-6.1-sol-low · AB · valid

stheno34_8b vs magnum4_12b: magnum4_12b wins

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

stheno34_8b vs magnum4_12b: magnum4_12b wins

  • attunement: B (margin 1)
  • authenticity: tie (margin 0)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · AB · valid

or-deepseek-v41-flash-1017 vs magnum4_12b: or-deepseek-v41-flash-1017 wins

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

or-mistral-small4 vs magnum4_12b: or-mistral-small4 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: B (margin 1)
claude-opus-5-5-low · BA · valid

or-mistral-small4 vs magnum4_12b: or-mistral-small4 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: B (margin 1)
codex-gpt-6.1-sol-low · BA · valid

magnum4_12b vs or-openai-gpt-41: or-openai-gpt-41 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 2)
claude-opus-5-5-low · AB · valid

or-deepseek-v41-flash-1017 vs magnum4_12b: or-deepseek-v41-flash-1017 wins

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

magnum4_12b vs or-openai-gpt-41: or-openai-gpt-41 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 2)
claude-opus-5-5-low · AB · valid

or-mistral-small4 vs magnum4_12b: or-mistral-small4 wins

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

granite42_8b vs magnum4_12b: granite42_8b 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: B (margin 1)
claude-opus-5-5-low · BA · valid

granite42_8b vs magnum4_12b: granite42_8b wins

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

magnum4_12b vs or-openai-gpt-41: or-openai-gpt-41 wins

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

or-deepseek-v41-flash-1017 vs magnum4_12b: or-deepseek-v41-flash-1017 wins

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

stheno34_8b vs magnum4_12b: magnum4_12b wins

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

granite42_8b vs magnum4_12b: magnum4_12b wins

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

stheno34_8b vs magnum4_12b: magnum4_12b wins

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

or-deepseek-v41-flash-1017 vs magnum4_12b: or-deepseek-v41-flash-1017 wins

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

magnum4_12b vs or-openai-gpt-41: or-openai-gpt-41 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 1)
codex-gpt-6.1-sol-low · AB · valid

or-mistral-small4 vs magnum4_12b: or-mistral-small4 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: B (margin 1)
codex-gpt-6.1-sol-low · BA · valid

granite42_8b vs magnum4_12b: magnum4_12b wins

  • attunement: B (margin 2)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 4)