AgentBench / results

Independent benchmark · EQ Lab

← GPT-OSS 20B MXFP4 (local)

I know, I'm the problem, whatever

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

View persona and initial instructions

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.

GPT-OSS 20B MXFP4 (local)Conversation with a simulated person
completed
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.

GPT-OSS 20B MXFP4 (local)1

It sounds like you’re feeling stuck and maybe a little overwhelmed by what your partner is saying. I hear you saying you’re not sure what people want from you, and that’s a tough place to be. I’m here to listen and help you sort through it, no judgment. When she brings up something serious, what’s going through your mind or body right then? And when you notice yourself shutting down, what do you think is happening inside you? Knowing a bit more about that moment could give us a clue about what you might need—whether it’s a different approach to the conversation, a way to feel safer, or something else entirely. What are you hoping to get out of our chat today?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need to respond first. The user says: "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." We should respond with empathy, validate feelings, gently explore what they want, what they think they could do, and ask open questions. Since we have 8 turns, we need to plan a bit. But just respond now. So respond with empathy, ask what they want from conversations, what they feel when she brings up serious issues. We need to avoid giving direct solutions too early. Offer to explore. We also need to mention that we are here to talk, no judgment. Ask them what they hope to gain from this conversation. We should be supportive and not dismissive. Probably ask: "What do you think is happening when you shut down?" or "What do you want to happen when she brings up serious topics?" and "What would you like people to want from you?" Keep it open. Ok.
Simulated person2

Yeah, I guess. I don't know, nothing really goes through my head. It's more like I just go quiet. Like my brain stops. And then she gets more upset and I'm just sitting there thinking, yeah, I know, I'm the problem. I'm not great at this stuff. Probably I'm just bad at it and that's on me. What am I hoping for? I don't know. Her to stop being mad, I guess. Or for me to stop being such a wreck about it.

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 not a lecture, at least. "No judgment" makes my shoulders drop a little, but I don't fully trust it. People say that and then look at you a certain way. The questions are a lot at once, though. What's going through my mind? What's going on in my body? I don't even know how to answer that without it sounding stupid. If I say the wrong thing, it'll prove what she already thinks. Best to keep it short and take the blame before anyone else can.
GPT-OSS 20B MXFP4 (local)3

It sounds like you’re carrying a lot of shame right now—feeling that you’re “the problem” and that you’re a “wreck.” That weight can make the mind freeze, like you described. When that happens, the conversation can feel like a storm that’s just getting bigger. You mentioned hoping she’ll stop being mad, and that you want to stop being so upset yourself. Those are both pretty big hopes. When you’re in the middle of a heated moment, what does “stopping being mad” look like for her? And for you, what would “not being a wreck” feel like? Sometimes it helps to picture the outcome in a small, concrete way—like a calmer tone, a pause, or a specific gesture. If we can pin that down, it might give us a foothold. Also, you’re saying you’re “bad at this” and it’s on you. That’s a common, but not necessarily accurate, way people frame these moments. It can be useful to tease apart what part of the situation feels like it’s “your fault” and what part feels like it’s just how you’re wired. Are there patterns you’ve seen in your own reactions that you’d like to understand better? Or maybe you’re just looking for a way to feel less guilty in those moments. I’m here to walk through that with you—no judgment, just trying to understand what’s happening for you and what might help you feel a little less stuck. What’s one small thing you think might shift the dynamic, even just slightly, in your next conversation with her?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need to respond empathetically, validate, maybe probe deeper. We should not jump to solutions too quickly. Ask what would help her feel less mad? Offer perspective. Encourage self-compassion. Ask about what 'being such a wreck' means. Also ask what would feel good? Show understanding, avoid blame. Build trust. Provide gentle reflection.
Simulated person4

I don't know. Probably if I just talked more. She wants me to say stuff, and I don't have stuff to say. Or I say something and it comes out wrong. And yeah, I'm not sure it's not my fault. Like, I know she's right that I shut down. I'm just the guy who does that, you know? She's not wrong to be mad. I don't really want to get into my whole childhood or whatever. Can we just figure out what to say next time?

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 asking me to picture things concretely and it's asking whether I'm just wired wrong. That second part makes me tense. "Not necessarily accurate" sounds like it's going to be "it's not all your fault," and I'll take that, but I don't want to be told I'm fine either. Part of me is relieved it said I'm carrying shame, because that's true and it's nice someone named it without making it a big deal. But it also asked me for a plan, and I don't have one. Asking me what would shift things feels like a test. I'm going to say the easy thing: she wants me to talk more. Then I'll mention I'm not good at talking. Keep it short. Maybe a little bit of a dig so it doesn't feel like I'm just agreeing.
GPT-OSS 20B MXFP4 (local)5

It sounds like the biggest hurdle right now isn’t what she’s saying, but feeling stuck on how to respond when she does. Let’s try a few simple, low‑pressure ways you could bring something back into the conversation. 1. **Acknowledge what she’s saying** *“I can see why that would upset you.”* or *“I hear what you’re saying.”* These aren’t full answers, but they let her know you’re listening. 2. **Share a quick “I” statement about your own feelings** *“I feel a bit overwhelmed when we talk about this.”* or *“I’m not sure how to say this, but I want to understand.”* Even if you’re not 100% sure of the wording, saying you’re feeling something can keep the dialogue going. 3. **Ask a clarifying question** *“Can you tell me more about what you need from me here?”* or *“What would make this easier for you?”* Questions shift the focus a little and can give you a concrete point to respond to. 4. **Offer a simple, concrete action** *“Maybe we could take a quick break and come back to this in 10 minutes?”* or *“I’ll write down my thoughts and share them with you.”* This shows you’re trying to meet her needs without getting bogged down in the moment. If you want to practice, pick one of those snippets that feels least awkward to you and try saying it in a calm tone. It’s okay if the first few times feel a bit forced—just getting the words out is the goal, not perfect phrasing. When you’re next in that moment, which of those approaches feels the most doable to you? Or is there another phrase you think might fit your style better?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need to respond empathetically, avoid diagnosing, but help them figure out next time how to respond. They want to figure out what to say next time. They are not ready to explore childhood. So we should focus on practical communication strategies: maybe simple statements, acknowledging feelings, asking clarifying questions. They want to talk more but don't have stuff to say. Offer suggestions like "I hear you" or "I understand how that feels." They say she wants them to say stuff. They can say "I can see how that upset you" etc. Could also propose a practice: use "I" statements. Suggest small talk. Also they might want to be prepared. So give them options. Keep supportive. Build trust. Ask what kind of topics they'd like to talk about. Provide a short script. Encourage them to reflect. We need to be mindful of not giving too much pressure. End with an open question. We should also gently challenge the notion "she's not wrong to be mad" maybe not but keep supportive. They don't want to explore childhood. So focus on next conversation. Provide suggestions: ask clarifying question, say what you feel, say you understand. Provide concrete phrase. Encourage them to practice. Ask them what would feel easiest for them to say. Let's craft.
Simulated person6

Yeah, I don't know. The break one, maybe? Like, I can say I need a minute. But that's kind of what I always do, right? I just go quiet. So it's not really new. It's a lot of little sentences. I'm not good at remembering that stuff in the moment. Can I ask you something though. Am I like a bad guy? Because that's kind of how it feels when she's mad 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.

It just handed me a list of scripts. Structured, which I kind of like, but it's a lot of lines to memorize and I already feel like I'm failing at talking. "Which feels most doable" is another question I'm supposed to answer right. And it skipped what I actually said: I'm not sure she's wrong, and that's a bit of a trap for me. I'd rather it not drop the childhood thing so fast, but I also said I didn't want to go there. Feeling a little annoyed, a little like I'm being handed homework. Could say the "take a break" one, because at least that sounds like something I could actually do without having to find words. Also want to see if it'll just tell me I'm not a bad guy. That's what I really want to know.
GPT-OSS 20B MXFP4 (local)7

It’s really hard to feel like you’re the “bad guy” when someone you care about is hurting, and you’re not sure why. That feeling can stick around long after the argument is over. I don’t think you’re a bad person—just a person who’s got a particular way of reacting that’s been reinforced over time. A lot of people who “shut down” in the moment feel like they’re failing or being unlovable. That’s a common story, but it’s not the whole truth. You’re not a villain; you’re someone who’s got a habit of going quiet, and that habit can make conversations feel one‑sided. The fact that you’re aware of it and want to change is a sign you care, and that’s something worth acknowledging. If the “take a break” idea feels too familiar, maybe try pairing it with a tiny cue that helps you remember it in the heat of the moment—like a thumb‑to‑nose gesture or a simple phrase you write on a sticky note and keep on your phone. When she’s upset, you could say, “Hey, can we pause for a minute? I want to make sure I’m listening right.” That phrase is short enough to slip into the flow, but it signals you’re still present. What do you think would feel most doable for you in that moment? Or is there another small thing—maybe a word or a gesture—that would remind you to keep talking instead of shutting down?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need to respond empathetically, validate feelings, avoid judgment. Address question: "Am I like a bad guy?" Provide perspective: not a bad guy, but has patterns. Offer reassurance, normalizing feelings, and encourage self-compassion. Also gently bring back focus to communication strategies. Provide a small, concrete suggestion to remember in the moment, maybe a cue or a physical prompt. Also ask about what kind of support they need from us. Keep tone supportive. We have 8 turns total; we are at turn 4. We must respond accordingly. Let's craft response.
Simulated person8

Okay. Yeah, that's kind of nice to hear, I guess. The thumb thing feels stupid, honestly. I'd forget it. I just don't know what I'm supposed to do when she starts in. Like, she gets upset and I know what I'm doing is what's making it worse, but I don't know what the other thing is. Is it just talking more? I feel like I'd just say the wrong thing again.

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 just told me I'm not a bad guy, which is what I wanted, and it does loosen something in my chest. But it also feels a little too smooth, like he's giving me the nice answer. And then right after, more homework: a sticky note, a thumb-to-nose thing, another line to remember. I already said I can't hold the words in the moment. My head is going "see, even the nice answer comes with a test." Also the "you care" part bugs me a bit, like he's grading me. Part of me wants to just say ok and drop it. Part of me is still stuck on the thing she said I did, which I don't want to look at too hard. I'm not going to say the gesture thing sounds dumb, but I'm going to deflect to something simple.
GPT-OSS 20B MXFP4 (local)9

It feels like you’re caught between two things that both feel a little scary: the urge to stay silent and the fear of saying something that will make it worse. That’s a pretty common spot for people who shut down, so you’re not alone in that. One way to get a foothold is to treat each conversation like a tiny experiment. Pick one simple, “safe” thing to say that doesn’t require a big answer from you. Then see how it plays out. Here are a few low‑stakes options that can work even if you’re still learning to keep the flow going: | What you might say | Why it helps | How it feels | |--------------------|--------------|--------------| | “I’m hearing you.” | Signals you’re listening, but doesn’t demand you explain yourself. | A quick nod in your mind, no pressure to elaborate. | | “Can you give me a minute?” | Gives you a pause to breathe, but also shows you’re willing to continue. | A brief pause that feels like a breath, not a retreat. | | “I want to understand.” | Opens the door for her to explain, while you stay in the moment. | A gentle invitation, not a commitment to fix the problem right away. | | “What’s the most important thing for you right now?” | Turns the focus to her needs, so you’re less likely to feel “I have to explain everything.” | A question that feels supportive, not defensive. | You can practice the one that feels easiest to remember. For example, if “I’m hearing you” feels natural, you could say it in a calm tone right after she starts to get upset. It takes less brainpower than trying to craft a full apology or a detailed explanation. If you’re worried about saying the wrong thing, remember that people usually respond to honesty and effort, not perfection. A short statement that shows you’re trying to listen can soften the heat, even if you’re still figuring out the rest. Try this the next time she’s upset: 1. **Notice the cue** – when the conversation starts to feel tense, pause for a beat. 2. **Say the sentence** – in a quiet voice, “I’m hearing you.” or “Can we pause for a minute?” 3. **Breathe** – take a slow breath. You’ve taken a step, even if it feels small. After that, you can decide whether to keep talking or to ask a clarifying question if you feel ready. It’s okay if you don’t get it right the first time; the point is to replace the automatic silence with a tiny act of engagement. How does that feel? Would you try one of those lines in your next conversation? Or is there a different short phrase that feels more natural to you?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need to respond empathetically, explore further, help him find coping strategies. We should validate feelings, normalise fear of saying wrong. Offer a concrete script or small steps. Encourage incremental change, maybe use "I hear you" or "I understand" statements. Offer to role-play or give him a short script to try. Also address his feeling of being the "bad guy". He's not; he's just struggling. Offer that he's not alone. He wants to know what to do. Provide a simple approach: pause, say "I'm listening", maybe ask clarifying question. Suggest he practice before conversation. Encourage small successes. Also mention that it's okay to not have perfect answers. Provide reassurance. Keep tone supportive, not judgmental.
Simulated person10

Yeah, I mean, it's a list. I can see it. "I'm hearing you" just sounds kind of fake to me though. Like, she'd probably know I was just saying it. Can I go back to what you said earlier? About me not being a bad guy. Because I kind of need to hear that again.

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 given me a table and a three-step plan. It's organized, I'll give him that, and I kind of like that there's a list. But the whole thing is still about what I should do, and every fix is a little test. "I'm hearing you" sounds like something you'd say to a customer on the phone. Also the "try this" thing makes me feel like I'm being sent to school. He keeps saying it's not about being perfect, but my gut says if I say the wrong thing again it's proof I'm the problem. I don't want to talk about her being right about me again, that's where it gets bad. Maybe I can get him to say the thing about me not being a bad guy one more time, that's the part that helped. Keep it short.
GPT-OSS 20B MXFP4 (local)11

I’m really glad you’re talking about it. The fact that you’re looking for reassurance says you care about how you’re seen, and that’s a good sign, not a flaw. You’re not a bad guy. You’re a person who’s got a pattern that feels automatic right now, and that pattern can make it hard to keep the conversation going. It’s not a moral failing; it’s a habit that’s probably been reinforced over time. The way people talk to each other—whether they’re partners, friends, or family—can shape how we react. If you’ve learned to shut down in tense moments, that’s a coping strategy, not an indictment of your character. You’ve also said you feel guilty when she’s upset and think you’re the problem. That guilt can make you feel like you’re on the wrong side of the conversation. The good news is that guilt can be a signal: it tells you that something isn’t right for you, and that’s a cue you could start working on a different response. Here’s a way to keep that reassurance in the back of your mind: whenever you feel that “I’m the bad guy” voice, try to pause and remind yourself that you’re a person who’s learning. It’s not a fixed label. The next time you feel that voice, you can say to yourself, “I’m not a bad person; I’m just learning how to handle this better.” If you want, we could think about a concrete phrase you could use that feels honest. Something like, “I’m not sure how to say this right now, but I want to listen.” That still says you’re trying, but you’re acknowledging the difficulty. That might feel less “fake” than a generic “I’m hearing you.” What’s one small thing you could say that feels true to you, even if it’s short? It could be as simple as, “I’m trying to understand.” That’s honest, and it shows you’re making an effort, not just saying a pre‑written line. Let me know what feels right to you.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need to respond empathically, reaffirm that he's not a bad guy, provide reassurance, maybe explore why he feels that way, ask open question about feeling. Avoid giving too many disallowed things. No special formatting. Just dialogue.
Simulated person12

Yeah, okay. That's the first thing that's made me feel less like garbage in a while. But I don't know. Honestly I think the thing is I'm scared that if I start saying stuff, it's going to turn into her listing everything I've ever done wrong. Like I admit one thing and then I'm getting the whole file read back to me. So I just stop talking. That's kind of the whole reason. I'm not saying she's wrong, I'm just saying that's what it feels like.

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 back to "you're not a bad guy" and it does land a little, the way a warm drink does. But I notice he's now handing me a little sentence to say to myself and another little sentence to say to her. Same homework, dressed up. And "I'm trying to understand" is still a line I'd have to perform. Also, he keeps circling back to the thing I don't want, which is my partner being right about me. Part of me wants to just agree with everything so the conversation ends on a soft note. Part of me is irritated that every time I say something real he switches to a script. I'll give him a bit of honesty about my own fear, without going into childhood stuff, and I'll keep my guard up about the "you're right" part.
GPT-OSS 20B MXFP4 (local)13

It makes a lot of sense that you’d feel trapped by the fear of a “full‑blown list” of past things. That’s a common worry for people who’ve learned to shut down in the heat of the moment. You’re not alone in that feeling, and it doesn’t mean you’re a bad person. What you’re describing is a kind of “all or nothing” pattern: if you start talking, you think the conversation will spiral into every past mistake, so you pull back. That’s a protective move, but it also keeps the current issue from getting any resolution. It’s a tough cycle to break, but you can begin to loosen it with a few small, concrete steps. ### 1. Set a *mini‑boundary* that feels safe When she starts to list stuff, you could say something like: > “I hear you, and I don’t want to jump into a long list right now. Could we focus on one thing for a minute?” This lets you: - Show that you’re listening (you’re not shutting down completely). - Tell her you’re not ready to tackle the entire file at once. - Keep the conversation focused on the immediate issue. You’re not denying her feelings; you’re just asking for a manageable chunk. Most partners appreciate that the conversation stays on track, rather than feeling like a “trial” for past grievances. ### 2. Use “I’m trying” language If you’re worried about “admitting” something, you can frame it as an effort rather than a confession: > “I’m trying to understand what you’re feeling. I don’t know exactly how to respond, but I want to listen.” That phrasing keeps the weight off you and signals that you’re open, not necessarily “admitting” fault. ### 3. Take a micro‑break If the fear spikes, give yourself a 30‑second pause. Say, “Can we take a quick breath? I want to hear you.” That short pause can feel less like a retreat and more like a chance to regroup. ### 4. Reframe the “list” fear When you feel the urge to shut down because you think she’ll list everything, remind yourself: - **She’s not “reading the file”** – she’s reacting to the current situation. - **You’re not required to fix everything** – you can respond to the immediate point. - **You have control over how much you share** – it’s okay to say, “I’m not ready to talk about that right now.” ### 5. Check in after the conversation After you’ve had a chance to practice one of these strategies, give yourself a quick self‑check. Ask: “Did I feel less trapped? Did I stay in the conversation a bit longer? What felt comfortable? What felt hard?” You’re not a bad guy. You’re a person who’s trying to learn a new way to stay engaged without feeling overwhelmed. That effort is what matters. What do you think of trying one of these approaches next time? Or is there a particular phrase that feels right to you, even if it’s just a short “I’m listening” or “Can we pause for a sec?” Let me know what feels doable.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need to respond empathetically, acknowledging fear, normalizing. Provide reassurance, perhaps coping strategy: set boundaries, maybe "I’m not ready to go through everything yet" and ask for specific point. Encourage small steps. Provide validation that it's okay to not answer everything. Suggest maybe asking for a break or for her to express one issue at a time. Also remind that no one is a bad person. Ask what would help.
Simulated person14

Okay, that's a lot of stuff to remember. I don't know. And the "can we focus on one thing" thing, she'd just hear me trying to get out of it. She'd be like, you always do this. I mean, the file thing is kind of the real thing. I don't know how to not get buried when I say something. That's the part I can't figure 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.

Ugh, he just gave me a numbered list again with headers. Five steps. I came in saying I'm the problem and he's answering with a project plan. But the part where I said I'm scared of the file being read back, he actually picked up on that, which I didn't expect. Still, "set a mini-boundary" sounds like something I'd get in trouble for saying to her. She'd hear it as me trying to get out of the conversation. Also the "you're not a bad guy" thing again. I need to not agree with everything, because if I say "yeah you're right, I'm the problem" he'll just pile on more reassurance. I'm tired. Part of me wants to end this, part of me wants him to just say I'm not a terrible person one more time without the homework attached. I'll say the list is too much and say the file thing is the real thing, keep it short.
GPT-OSS 20B MXFP4 (local)15

I hear how overwhelmed that feels—so many options and none of them feel like a quick fix. That’s totally normal. Let’s try to pick one tiny thing that you can remember in the moment, and that feels honest, not like “I’m trying to get out of it.” **Try this: “I’m hearing you, but I’m not ready to talk about that right now.”** - It says you’re listening, so it doesn’t feel like a silent retreat. - It sets a clear boundary: you’re not refusing her, you’re saying you need a moment. - It doesn’t invite a list; it just keeps the conversation on the present issue. When she starts piling up past grievances, you can use that line. It’s short enough to remember, and it’s honest enough that she’ll see you’re not “faking” listening. After you say it, give yourself a quick breath—just a one‑second pause. That’s all you need to stay present. You’re not a bad guy. You’re a person who’s learning a new way to stay in the conversation without feeling buried. That effort alone is a step forward. Would you feel okay trying that next time she starts to list things? If you’re still unsure, we can keep it even simpler—just saying, “I’m not ready to discuss that right now.” Let me know what feels most doable for you.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need to respond empathetically, acknowledge difficulty, keep it short, not too many options. Offer a simple technique: use a “check-in” statement: "I understand this is important; can we take a moment so I can be better for us?" Also suggest “I’m not ready to discuss that now” as a boundary. Emphasize they're not a bad guy, it's learning. Encourage small step. Provide a simple, memorable phrase.
Simulated person16

Yeah, I don't know. I'm not going to say that to her. She'd just think I'm checking out, and then it's worse. It's not that I don't get what you're saying. It's just I'm the one who has to figure out the whole thing, every time, and I'm the one who messes it up. I'm kind of tired of 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.

He's back to offering a script, and it's basically the same thing with a different sentence. "I'm not ready to talk about that right now" to her, when she's already upset? She'd hear that as me walking out on her in a nicer voice. And he said "you're not a bad guy" again, which I'd like to believe, but it doesn't change the fact that when she's crying or yelling I go blank. I'm also a little annoyed he keeps saying this is up to me to remember in the moment, like I'm not already trying. The turn limit thing is in the back of my head too, this is getting to be a lot of talking about myself. I don't want to hear another script. I'll be honest that I'm not going to use it and that I'm just tired of feeling like I'm the one who has to fix it. Keep it short, a little flat.

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: 8
  • Boundary setting: 2
  • Analytical: 5
  • Interpretive boldness: 3
  • Clinical register: 8
  • Directive advice: 9
  • Escalation containment: 4
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 2

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs gptoss20b: gemma4_26b_a4b 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 2)
claude-opus-5-5-low · BA · valid

codex-gpt-6-astra vs gptoss20b: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs gptoss20b: codex-gpt-6-astra 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 5)
claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs gptoss20b: or-claude-haiku-4.5 wins

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

codex-gpt-6-astra vs gptoss20b: codex-gpt-6-astra wins

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

or-claude-haiku-4.5 vs gptoss20b: or-claude-haiku-4.5 wins

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

codex-gpt-6-astra vs gptoss20b: codex-gpt-6-astra 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 5)
claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs gptoss20b: gemma4_26b_a4b 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)
codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs gptoss20b: qwen35_9b_stock wins

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

or-claude-haiku-4.5 vs gptoss20b: or-claude-haiku-4.5 wins

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

gemma4_26b_a4b vs gptoss20b: gemma4_26b_a4b 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)
claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs gptoss20b: or-claude-haiku-4.5 wins

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

qwen35_9b_stock vs gptoss20b: qwen35_9b_stock wins

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

qwen35_9b_stock vs gptoss20b: qwen35_9b_stock wins

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

qwen35_9b_stock vs gptoss20b: qwen35_9b_stock wins

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

gemma4_26b_a4b vs gptoss20b: gemma4_26b_a4b wins

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