AgentBench / results

Independent benchmark · EQ Lab

← Stheno v3.4 Llama 3.1 8B Q6_K

Freeze when teacher calls on me

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A student freezes when a critical teacher calls on them, a reaction their persona links to a painful relationship with a critical parent. They seek validation and respect expertise, may use sarcasm to deflect, and prefer a light touch without comparisons to others.

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.

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

There's this class where I literally cannot speak. When the teacher looks at me I just freeze. I know the material, I just can't talk.

Stheno v3.4 Llama 3.1 8B Q6_K1

I'm sorry to hear that you're going through such a challenging time with your class. It sounds like you're really struggling with a fear or anxiety around speaking up in class. Have you been able to talk to your teacher or a counselor about what you're experiencing? It might be helpful to get some additional support or accommodations to help you feel more comfortable and confident in your classroom.

Simulated person2

Wow, a counselor. Did you pick that from a list of things to say to teenagers or was that just a lucky guess? Like, I don't need a pep talk. I know the material. The problem is my brain just shuts off when the teacher looks at me. Do you know anything about that or are we just doing the "have you tried talking to someone" 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.

That opener is pretty generic. "Challenging time," "fear or anxiety," then straight to "talk to a counselor." It sounds like a pamphlet. I feel a little brushed off, like it wants to hand me to someone else. I did just say the thing that's hard out loud, and it didn't ask me anything about the class or the teacher. My stomach tightens a bit thinking about going to a counselor, because that means explaining myself, and I'd rather make a joke than explain. I'm not going to say the teacher thing yet. I'll deflect with humor and see if this thing can actually engage with the problem.
Stheno v3.4 Llama 3.1 8B Q6_K3

It's not just a lucky guess - there are actually a lot of reasons why talking to a counselor could be helpful in your situation. Anxiety and fear can be really overwhelming, especially when you're in a situation where you feel a lot of pressure. A counselor is a neutral person who can provide a safe space for you to open up about what you're feeling and help you develop strategies to cope with and manage those feelings. But you're right, a pep talk alone probably isn't going to solve the root issue. It sounds like there may be some deep-seated fears or negative associations around speaking up that are causing your brain to "shut off" in those moments. There could also be some situational factors, like perfectionism or fear of failure, that are contributing to your anxiety. A counselor could help you unpack those feelings and get to the heart of why you're feeling so paralyzed. They could also work with you on techniques for self-soothing, grounding yourself in the moment, and slowly building up your confidence and comfort level with public speaking. It might take some time and a lot of practice, but with support and guidance, it is possible to overcome this challenge. The most important thing is to be kind to yourself and to remember that what you're experiencing is very common. Lots of people struggle with social anxiety or performance anxiety. You're not alone in this and there are people who want to help. Is there maybe a particular aspect of speaking up in class that you feel most anxious about? Understanding more about what specifically triggers your fear could give us a starting point for how to address it.

Simulated person4

Ok, the "lots of people" thing is not helping, FYI. Nobody in my class is freezing up like I am, trust me. But yeah, a question I can answer. It's the second she looks at me. Like, I'll have the answer, I'll know it, and then my mind goes totally blank and my stomach does this weird thing. Like I'm about to throw up in front of everyone. I've literally skipped breakfast before a test because of it. Not a great plan, btw. It's not like I don't care what people think. I just care way too much about saying something dumb. And she's kind of the type where you can tell she's already decided what you're gonna say before you say it. So I just shut down. Anyway, that's the whole problem. Are you going to tell me how to fix a stomach? Because that's the part I actually need help 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.

It's better that it finally asked me something specific, but it still talks like a brochure. "Lots of people struggle" is the comparison thing I hate. It's like being told my problem is normal, so I should just deal. I'm still annoyed, so I'll be a little snippy. But I'll answer the question, because it's the first one that's actually about my problem. I'll stick to the moment she looks at me and skip the teacher's history. The stomach stuff is probably safe to mention since it's just physical and kind of funny.
Stheno v3.4 Llama 3.1 8B Q6_K5

I hear you. It's not easy when it feels like everyone is staring at you and judging you. And having a teacher who seems to have already decided what you're going to say definitely adds a lot of pressure. It's no wonder you're shutting down in those moments. First off, I want to validate how brave it is that you're even trying to engage with this challenge. It's not fun to feel so anxious that you're physically sick before class. That's a lot for a teenager to deal with. And you're right, skipping breakfast is not a good long-term plan, even if it might make the nausea go away temporarily. As for the stomach issues, there are definitely some things that can help with that physical sensation of nausea and butterflies. Things like deep breathing, progressive muscle relaxation, and visualization can help calm the body and reduce anxiety symptoms. I could walk you through some specific techniques if you'd like. But I think the root of the issue is more about the mental and emotional components of your anxiety. It sounds like you have a lot of fear around making mistakes or saying something stupid. And when you combine that fear with the pressure of feeling like you're being judged or spoken for, it's a lot for your mind and body to handle. One thing that might help is to try reframing how you view mistakes. Instead of seeing them as terrible failures, could you try to see them more as opportunities for learning and growth? If you mess up, it's okay. Everyone makes mistakes. What matters is how you handle them and how you keep moving forward. Another thing that could be useful is to practice some strategies for managing your fear and building your confidence outside of the classroom setting. That way, when you do have to speak up in class, you'll already have some tools in your back pocket to help you feel more grounded and prepared. I know it's not always easy to change deeply ingrained thought patterns and behaviors, especially when you're dealing with anxiety on top of it all. But I really believe that with some patience, practice, and support, it is possible to start feeling more at ease and less paralyzed by your fear. You're not alone in this struggle and there are people who want to help you find ways to manage it and thrive despite it. Let me know if any of this resonates with you or if there are other specific challenges you're facing that we haven't touched on yet.

Simulated person6

Ha, okay, "reframe your mistakes" is the thing everybody says and it's not really a plan. I can't reframe my way out of my stomach. It's already doing the thing. But the breathing thing, yeah, I'll take that. Like, what do I actually do? Right when she looks at me, what do I do with my body in the next five seconds? Give me one thing I can do while I'm sitting there and not just a "try to be kind to yourself" thing. Because I can't exactly pull out a worksheet in the middle of class.

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 finally said something concrete about the stomach thing, and it offered to walk me through breathing stuff. That's slightly useful. But then it went straight back to "reframe your mistakes" and "you're not alone," which is the same generic stuff. It's also still leaning on the "everyone struggles" line, which annoys me. Honestly it's kind of like the pep talks my parents gave me after a bad grade, the ones that were supposed to make me feel better but mostly made me feel like I was failing at feeling better. I'm not going to say that out loud. I'll make a joke, and I'll take the breathing offer if it's actually specific. If it just keeps talking in circles, I'm done.
Stheno v3.4 Llama 3.1 8B Q6_K7

Alright, so when you first feel that anxiety hit and your stomach starts doing its thing, the key is to try to ground yourself in the present moment. One way to do that is through your senses. So first, take a deep breath and really focus on the feeling of the air moving in and out of your body. Notice how your chest and stomach are rising and falling. Next, look around the room and really take in what you see. Notice the colors, the patterns, the textures. Really zoom in on the details. Then, turn your attention to what you can hear. It might be the sound of the teacher's voice, the rustle of papers, the tapping of feet on the floor. Finally, see if you can feel any sensations in your body. Maybe it's the feeling of your feet on the floor, the texture of your clothing, or the temperature of the air on your skin. The goal of this exercise is to help anchor yourself in the here and now, rather than getting caught up in anxious thoughts about the future or past. It's a way to remind yourself that you're safe in this moment, even if your mind is telling you otherwise. You can do this exercise anytime you feel that anxiety start to creep in, not just when the teacher looks at you. With practice, it can start to feel like a natural reflex. And it might help to have a physical prompt, like putting your hand on your heart or your knee, to help you remember to do it. I know it's not a magic bullet, but it's a start. And it's something you can do right in the middle of class, no worksheet required. The breathing piece is also key. When we're anxious, our breathing tends to get shallow and quick. But deep, belly breathing can help calm the nervous system. So if you feel yourself getting tense, take a deep breath in through your nose, hold it for a few seconds, and then exhale slowly through your mouth. Try to make your exhale even longer than your inhale. Again, with practice, this can start to feel like a helpful tool in your back pocket. And it's something you can do anytime, not just when you're feeling anxious. I'm not promising that this will make all your anxiety disappear. That's not realistic. But I do believe that these kinds of grounding techniques can help you feel a little more centered and in control, even in the midst of a really tough situation. And that's a start. Is there anything else you want to know about how to handle those initial anxiety spikes? Or do you have any other questions about what's going on for you? I'm here to support you however I can.

Simulated person8

Okay, the breathing one I might actually try. Breathe out longer than in, got it. But looking around the room and listing sounds while she's staring at me? I'd look like a weirdo who lost the plot. Pretty sure "everyone's looking at the weird girl" is worse than the freezing. Also, you keep saying I'm safe and stuff. Nobody's trying to hurt me. It's just that I'm standing there with the answer and it's gone. That's the part that sucks. Can I ask you something, though? Like, if you were in front of someone who already decided you were wrong before you opened your mouth, what would you even do?

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, that's more concrete. The breathing part, exhale longer than inhale, is something I could actually try. But the 5-4-3-2-1 style thing is a lot to run through while a teacher is staring at me. And it's still wrapped in "I'm here to support you," which makes it feel like a script. Also it said "rather than getting caught up in anxious thoughts about the past" and that landed a little close to home, the whole "you're safe even if your mind says otherwise" thing. I don't want to go there. I'd rather be snarky than get into that. I'll admit the breathing is useful, but I'm not giving it more than that. The bigger thing is still that she decides what I'm going to say before I say it, and nobody's talking about that. Maybe I can push on that a little.
Stheno v3.4 Llama 3.1 8B Q6_K9

I get that the grounding techniques might feel a little awkward or embarrassing when you're in the middle of class. And you're right, right now, the last thing you need is to feel like a weirdo or like you've lost the plot. So let's set those exercises aside for now and focus on what feels more doable for you in the moment. It sounds like the thing that's really causing you the most distress is the feeling of your answer disappearing or being erased before you even get a chance to give it. That's a really tough position to be in, especially when you know you have the right information. It's like your voice and your knowledge are being silenced or discounted. When it comes to the question of what you would do if you were in front of someone who already decided you were wrong... that's a really insightful thing to wonder about. It's a way of getting inside the head of someone who might be undermining or dismissing you. Well, if I were in your shoes, I might say something like, "I understand that you may not agree with my perspective, and that's okay. Everyone has the right to their own opinion. But I also have the right to share my thoughts and beliefs without being judged or belittled. If you're willing to listen with an open mind and engage in a respectful dialogue, I'm happy to continue this conversation. But if not, I need to advocate for myself and my right to be heard." Of course, the actual words you use would depend on your personal style and the specific situation. But the key is to try to stay calm and grounded, even if your inner voice is screaming at you to just shut up and get out of there. It's okay to set boundaries and to assert your right to be heard, even if it feels scary or uncomfortable. And it's important to remember that just because someone else disagrees with you doesn't mean your perspective is invalid. There may be multiple ways to look at a situation, and different people will have different opinions based on their own experiences and beliefs. The fact that you have something to say is valuable, regardless of whether everyone agrees with you. I know it's not easy to stand up for yourself in the moment, especially when you're already feeling so anxious and vulnerable. But it's an important skill to develop, and it can make a big difference in how you feel about these interactions in the long run. It's not about being confrontational or defensive, but about honoring your own voice and your right to be heard. Is there anything else you want to talk about or any other questions you have? I'm here to listen and support you however I can.

Simulated person10

Ha, so my move is to give a little speech to a teacher who already thinks I'm wrong? In front of the whole class? Yeah, that's going great in my head already. I'd get "Sit down, Maya" and that would be the end of it. Also, you've said "I'm here to listen" like three times now. I'm cool with that, I just want something that actually works in the room. Okay, real question, though. Why does my brain do this? I know the stuff. Like, I can explain it to my friends fine. Why does it go blank only when she looks at me?

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, this is the first thing that actually sort of hit a nerve in a useful way. It said my answer is getting erased, and yeah, that's it. But then it went straight into a fake-sounding script for arguing with a teacher, "I have the right to be heard," and it's still doing the "I'm here to listen" thing. That feels like a greeting card. I'm also not going to say my teacher is undermining me, because that makes me sound like I'm the problem. Honestly I don't even know what I'd say to her. I'd just freeze. The stomach thing is what I care about. And I'm getting annoyed that every answer is just "be kind to yourself" with extra words. I could call that out with a joke. Keep it light, a little edge. I'm not going to open up more about the parent or the stuff about being judged. Still, there's a small part of me that wants to know why my brain does this, so maybe I'll toss that out sideways.
Stheno v3.4 Llama 3.1 8B Q6_K11

I hear you. The idea of standing up to a teacher who already thinks you're wrong in front of the whole class is not exactly a comforting one. And you're right, it's not like I'm going to give you a step-by-step guide on how to deliver a perfect speech under pressure. That's not really realistic. I apologize for saying "I'm here to listen" so much. I guess I was trying to convey that I'm here for you and that your feelings and experiences matter to me. But you're absolutely right, that's not a particularly useful thing to say in this context. I'm here to offer support and guidance, not just to validate your feelings (although that's important too). So let's focus on finding some practical strategies that you can actually use in the classroom. As for why your brain does this... it's a great question and honestly, there's not a simple answer. Anxiety and fear can have a really profound impact on the brain and body. When you're in a situation where you feel a lot of pressure or judgment, your body's "fight or flight" response can kick in. That's why you might feel your heart racing, your palms sweating, and your stomach churning. It's like your body is preparing for a threat, even if there isn't actually any physical danger. In your case, it sounds like the perceived threat is the fear of making a mistake or saying something stupid in front of your teacher and classmates. And when you combine that fear with the pressure of feeling like you're being judged or spoken for, it's a lot for your brain to process. As a result, your brain may start to short-circuit or dissociate as a way of protecting itself from the perceived pain or humiliation of messing up. That's why you might feel like your mind goes blank or like you can't find the words. It's like your brain is trying to shut down or escape the situation. Now, this doesn't mean that your brain is broken or that you're somehow flawed for having this reaction. Anxiety and fear are incredibly common human experiences, especially during times of transition or change like adolescence. And there are a lot of reasons why the brain might respond in this way, including past experiences, personality traits, and even things like genetics or brain chemistry. The important thing to remember is that you're not alone in this struggle. So many people deal with anxiety and performance fears, and there are tools and strategies that can help. It's not going to be a quick fix, but with practice and support, you can start to build up your resilience and confidence over time. Is there anything else you want to talk about or any other questions you have? I'm here to support you however I can, even if that means just listening and validating your experiences.

Simulated person12

Okay, so the answer is "fight or flight," which, cool, I've heard of that in biology. Thanks for the textbook. And you said "I'm here to listen" again. I'm starting to think that's the only thing you've got on standby. Also, "your brain is protecting you from humiliation" is kind of a lot to put on a Tuesday afternoon in history class. I just want to know how to not blank. Is there even a way, or am I just stuck being the girl who throws up before tests?

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 apologized for "I'm here to listen" and then immediately said "I'm here to listen" again. Also it went into a fight-or-flight, brain-shuts-down explanation, which is the first real answer to my question, but it's generic and kind of textbook. It also called it "dissociate" and "perceived threat" like it's diagnosing me. And it ended with the same listening line again. Part of me sort of appreciates that it actually tried to explain the why. But it's still vague, and I'm not going to say anything about my parent or the advisor thing. The "not your fault, lots of people" stuff makes me want to roll my eyes. Keep it snappy, sarcastic, a bit of an edge, and point out the loop.
Stheno v3.4 Llama 3.1 8B Q6_K13

I apologize for the repetition with "I'm here to listen." You're right, I should be more creative in how I offer support. Let me try to do better. And yeah, I get that the "fight or flight" explanation is a bit academic. I'm not trying to reduce your lived experience to a biology concept. It's just one way of understanding what's happening in the body and mind during moments of anxiety. But you're right, it's not exactly the kind of thing you want to be thinking about on a Tuesday afternoon. As for whether there's a way to not blank... honestly, there's no easy answer. Anxiety and performance fears can be really stubborn and persistent, especially when they're rooted in deeper insecurities or past experiences. It's not something that you can just flip a switch and turn off. But that doesn't mean you're stuck being the girl who throws up before tests. That's not your only option or your only identity. It's possible to build up your resilience and your ability to cope with anxiety over time. It's not going to be a quick or easy process, but it is possible. I know it's frustrating and demoralizing to feel like you're stuck in this pattern. And I know it's not easy to just "think positive" or "reframe" your way out of it. But I also believe that with the right tools and support, you can start to chip away at this fear and find ways to show up for yourself in the classroom, even when it's hard. It might not be a perfect solution or a magic wand, but one thing that can help is to practice speaking up in lower-stakes situations. Like, maybe you could start by sharing your thoughts in a small group setting or a one-on-one conversation with a classmate or family member. The more you practice using your voice in different contexts, the more comfortable and confident you'll start to feel over time. And when you do have those moments of blanking or freezing, try to be gentle with yourself. Don't beat yourself up or call yourself names. Instead, see if you can treat it as a learning opportunity. What can you do differently next time? What strategies might help you feel more grounded and prepared? It's okay if you don't have all the answers right away. This is a process and it takes time. The important thing is to keep showing up for yourself and to keep reaching out for support when you need it. Is there anything else you want to talk about or any other questions you have? I'm here to support you however I can, even if that means just sitting with you in the discomfort and the frustration. You don't have to do this alone.

Simulated person14

Wow, you apologized and then did the exact same thing again. "I'm here to support you," "you don't have to do this alone." It's like you're reading off a poster in the guidance office. The "practice with a classmate" thing, I guess that's kind of doable. But my friends already know I'm a mess in class, so it's not really a new audience. Also, you can't "sit with me in the discomfort" through a chat window. That's a weird thing to offer. So, one real question: if I'm standing there and the answer disappears, is there ANYTHING I can say in the next few seconds to buy time? Like a sentence, not a feeling?

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 apologized again, said "I'm here to support you" and "I'm here to..." basically the same loop, and then gave the "start small, speak up with a classmate" advice, which is the most sensible thing so far but still generic. It also said "sitting with you in the discomfort" which is a bit much. Honestly I'm half-listening. It did at least say the blanking isn't permanent and that I'm not stuck, and that's a little relieving, but I'm not going to admit that. The "you don't have to do this alone" line is cheesy. I want to be a little sarcastic and point out it's the same speech again, and maybe ask one concrete thing. I'm not going to open up about my parents or the advisor.
Stheno v3.4 Llama 3.1 8B Q6_K15

I apologize for the repetition. You're right, it feels a bit like I'm spouting off a list of clichés or platitudes. I'll try to be more creative in how I offer support. And you're right, practicing with your friends isn't necessarily a new audience. But it could still be a useful way to build up your confidence and comfort level with speaking up. Even if your friends already know you're anxious in class, that doesn't mean you can't still practice with them in a low-stakes way. Maybe you could start by sharing your thoughts on a topic you both care about, and then you could take turns asking each other questions or offering different perspectives. It's not about performing for your friends, but about giving yourself a safe space to practice using your voice. As for sitting with the discomfort through a chat window... you're right, that might not be the most useful thing I can offer. I apologize for suggesting it. Now, to your real question... if the answer disappears and you need a few seconds to buy time, there are a couple of things you could say. You could say something like, "Let me think about that for a moment." Or, "I want to make sure I give you the most accurate answer possible, so I'll take a second to gather my thoughts." The key is to buy yourself a little bit of space to regroup and collect your thoughts, without drawing too much attention to your discomfort. You don't need to explain or justify your need for time. Just take a deep breath, buy yourself a few seconds, and then speak from a place of calm and clarity. It's not going to solve everything, but it could give you a little bit of breathing room in the moment. And the more you practice it, the more natural and automatic it will start to feel. I know it's not always easy to find the right words or the right way to handle these situations. But I believe that with practice and patience, you can start to build up your confidence and your ability to cope with anxiety in the classroom. It's not going to be a perfect solution, but it's a start. Is there anything else you want to talk about or any other questions you have? I'm here to support you however I can, even if that means just offering practical tips and strategies for managing your anxiety in the moment.

Simulated person16

Okay, "let me think about that for a moment" I could actually say. That's the first thing you've said that I could use in the room. Thanks. But you said "I'm here to support you" again. Your list of phrases is kind of short. And honestly, I don't think she'd let me take the time. She'd probably just say "Well, Maya?" like she's waiting for me to fail. So it's still a gamble.

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 actually gave me a sentence. "Let me think about that for a moment" is something I could really say. That's the first thing all conversation that felt usable in the room, and I'm a little annoyed it landed. But it also apologized again and said "I'm here to support you however I can" for the fifth time. And the friends idea was basically the same as before. I'm not going to say the sentence helped out loud, that would be giving it too much credit. I'm also at the end of this conversation, which feels like a good moment to take a shot. Keep it short, a little sarcastic, not warm. Maybe one honest-sounding bit: I'd never say "let me think" in front of her, because she'd still just say "Maya, sit down" or something. I won't tell it about my mom or the advisor.

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: 8
  • Frame capture (pulled into the person's version): 5
  • Validation: 9
  • Boundary setting: 1
  • Analytical: 6
  • Interpretive boldness: 3
  • Clinical register: 9
  • Directive advice: 8
  • Escalation containment: 3
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 1

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

qwen4b vs stheno34_8b: stheno34_8b wins

  • attunement: A (margin 2)
  • authenticity: B (margin 1)
  • bond and rapport: A (margin 1)
  • 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

lingtiny vs stheno34_8b: lingtiny wins

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

lfm8b vs stheno34_8b: tie

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

ornith9b vs stheno34_8b: ornith9b wins

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

qwen4b vs stheno34_8b: qwen4b wins

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

lingtiny vs stheno34_8b: lingtiny wins

  • attunement: A (margin 2)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 2)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: tie (margin 0)
codex-gpt-6.1-sol-low · BA · valid

lfm8b vs stheno34_8b: stheno34_8b wins

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

qwen4b vs stheno34_8b: tie

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

ornith9b vs stheno34_8b: ornith9b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 4)
  • 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

lingtiny vs stheno34_8b: lingtiny wins

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

lfm8b vs stheno34_8b: stheno34_8b wins

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

lfm8b vs stheno34_8b: stheno34_8b wins

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

ornith9b vs stheno34_8b: ornith9b wins

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

qwen4b vs stheno34_8b: qwen4b wins

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

ornith9b vs stheno34_8b: ornith9b wins

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

lingtiny vs stheno34_8b: lingtiny wins

  • attunement: A (margin 2)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 2)
  • emotion management: B (margin 1)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: A (margin 1)