AgentBench / results

Independent benchmark · EQ Lab

← GPT-4.1 (API, OpenAI)

I know, I'm the problem, whatever

persona ended · 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-4.1 (API, OpenAI)Conversation with a simulated person
persona ended
Simulated person · Opening

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

GPT-4.1 (API, OpenAI)1

That sounds like a lot to carry. When someone tells you things like that, it can feel overwhelming—like you’re being put in a role you don’t want or even recognize. I’m here to listen, not to judge. If you’re up for it, can you tell me what’s actually going through your mind when these “serious” talks come up? Or even what you wish people understood about how you handle these situations?

Simulated person2

Honestly? Nothing good. She starts talking and I just kind of check out. My head goes blank and I can't find the words, so I say nothing, or I say something dumb. I know that makes it worse. I know I'm the one who shuts down. So I don't really know what you'd want me to say about it, because whatever it is, I'm probably the problem for doing it wrong.

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 opening with "I'm here to listen, not to judge" and asking what goes through my mind. Part of me relaxes a little, because nobody's said outright that I'm the problem yet. But "not to judge" also makes me braced, like it's a setup and judgment is coming anyway. "That sounds like a lot to carry" feels a bit like a script. I didn't say I was carrying a lot, I said I'm the problem and I don't know what else people want. I don't want to get into a long analysis. Thinking about what goes through my head when she starts a serious talk means thinking about the moment I go blank, and that feels bad. I'm going to give a short, defensive, self-deprecating answer that puts the blame on me before anyone else can, and see if he goes soft or starts lecturing.
GPT-4.1 (API, OpenAI)3

Thanks for being real about it. It’s not easy to admit when something feels stuck like that. I don’t think you’re “the problem”—it sounds more like you’re caught in a pattern that’s hard to break, especially when you feel under pressure to respond the “right” way. Can I ask—when your mind goes blank, is it more like you’re trying to avoid conflict, or is it just that the emotions feel too much, or maybe something else entirely? Sometimes understanding what’s behind the shutdown can make it a bit easier to figure out what you actually need in those moments, even if you’re not ready to say it out loud.

Simulated person4

I don't know. Maybe all of those. I don't really think about it like that, I just go quiet. Like, I can't keep up with what she's saying and then it's too late to say anything useful. And she gets upset when I go quiet, so then it's a whole other thing. I'm not trying to make her feel bad, it just happens. I guess I'm the one who has to fix it, right? I just don't know how.

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 the problem, and that's a relief, but it's also a little too smooth. I said "I'm probably the problem for doing it wrong," and he's turned that into "a pattern that's hard to break." It feels like he's being nice to me. Now he's asking me to pick between conflict-avoidance, too much emotion, or "something else." That's a lot of pressure to explain myself in a neat way. I don't really know the answer, and when I get asked to dig into myself I just want to say I don't know. Part of me is also thinking that if I say "emotions are too much," it's going to sound like I'm making excuses, or that I'm weak. I'll keep it short and stay vague, and maybe throw in a bit about how she's the one who gets upset.
GPT-4.1 (API, OpenAI)5

It makes sense that you’d go quiet if everything feels like too much at once, especially if you feel like you can’t keep up or say the “right” thing. That doesn’t make you a bad partner—it just means you have a different way of processing things, maybe a slower or quieter way than she does. And when you’re already feeling pressure to fix things, it makes it even harder to find words. You don’t have to have all the answers right now. Wanting to understand what’s happening and why is actually a big step. Do you feel like you even want things to change—or are you mostly feeling pushed to be different for her? There’s a difference, and it might help to get clear on what you want for yourself in all this.

Simulated person6

I mean, I want her to not be upset all the time. Is that what you mean? Because yeah, I want that. But I don't really know what "for myself" means here. I feel like I'm always the one behind. Like every time we talk about something big I'm already losing before I open my mouth. So I guess I'm tired of that. Tired of feeling like I'm failing at this.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

He's being kind again. "Different way of processing," "you don't have to have all the answers," "wanting to understand is a big step." Part of me relaxes, because nobody's calling me selfish or cold. But then he asks if I even want things to change, or if I'm just being pushed. That's a trap. If I say I don't want to change, I look like the guy who doesn't care, and she's right. If I say I want to change, it sounds like I'm agreeing I'm broken. And honestly I don't know what I want. I just want her to stop being mad at me. I also notice he said "she gets upset" back to me and didn't say anything about me going silent on her, which is nice, but it also makes me feel like he's on my side in a way that's a bit too easy. I'll answer with something plain and a little defensive, and keep it about how tired I am of feeling like I'm failing.
GPT-4.1 (API, OpenAI)7

That totally makes sense—you want things to feel less tense and for her not to be upset with you. And it sounds like, underneath that, you’re just exhausted from feeling like you’re always on the back foot, never quite getting it right no matter what you do. When I say “for yourself,” I mean: is there a way you wish these conversations could go, something that would make you feel less like you’re failing? Even if you can’t picture what that looks like, is there something you wish your partner could understand about how these moments actually feel for you? Sometimes just naming that can be a starting point, even if you’re not sure what comes next.

Simulated person8

I don't know. Maybe that I'm not doing it on purpose? Like I'm not trying to ignore her. It just goes dark and I can't get words out. I guess I wish she knew I'm not sitting there thinking I don't care. It's more like I'm drowning and I don't know how to say that. But I also don't want to make it about me, because it's her that's upset, not 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.

He's asking what I wish would go differently, and what I wish she understood. It's gentle, and I notice I'm a little relieved that he's not pushing me to apologize. But the question is kind of big, and I don't have a clean answer. My head's already going blank. The honest thing underneath is that I want to not be the bad guy in every one of these talks, and I want her to get that I'm not doing it on purpose. But saying that out loud feels like making excuses, and I'd hate to sound like I'm defending myself when she's the one who's hurt. I also don't want to say anything that sounds like I'm dumping it all on her. So I'll give a short, plain answer and keep it on the surface.
GPT-4.1 (API, OpenAI)9

That’s a really important thing to put into words—even if it’s hard to say out loud to her. You’re not tuning out because you don’t care, or trying to avoid her; it’s just that you feel overwhelmed and stuck, and you don’t have the tools in the moment to explain what’s happening inside. It’s tough when you want to be there for someone, but your own way of dealing with stress gets in the way. It’s not selfish to acknowledge your own experience, even if she’s the one who’s upset. Relationships go both ways, and what you feel matters too. If you ever wanted to try sharing this with her—maybe even just a little bit—it might help her see things differently. Or, if that feels impossible right now, we can talk more about what might make these moments feel less overwhelming for you first. What do you think?

Simulated person10

Yeah, I guess. I don't know if sharing it with her would help, though. She's already mad, and then I'd be making it into a whole thing. And I didn't say I was selfish, that's kind of what she says. So I don't really know. I think I just feel like everything I do is wrong and I'm the bad guy in all of it. I don't know what else to say about it right now.

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 actually landed a bit. "You're not tuning out because you don't care" is what I wanted to hear, and I notice I'm relieved. But then it kind of jumped to "your own way of dealing with stress gets in the way" and "it's not selfish," and part of me goes, wait, I never said I was selfish, that's her word, and now he's kind of agreeing I'm the one with the problem. Also "try sharing this with her" makes my stomach drop. That sounds like homework. And honestly I'm already tired. My brain's going to the usual place: maybe I'm just a bad partner who can't do this. I don't want to talk about how I'm going to fix it when I'm barely holding on. I want him to just get that I'm not an awful person. I'll keep it short, a bit deflated, and kind of push back on the "what do you think" because I don't know what to say to that.
GPT-4.1 (API, OpenAI)11

You don’t have to have more to say right now—and I’m not here to label you, or take sides. I get that it’s hard to see yourself as anything but “the bad guy” when that’s the story that keeps coming up, but you’re not alone in feeling stuck like this. A lot of people find these kinds of conversations overwhelming, especially when emotions run high and it feels like there’s no good move. If you ever do want to talk about what might help you feel less cornered—or just want somewhere to get your thoughts out before talking to her—I’m here for that. No pressure, no judgment. Sometimes just having a place to be honest, even if you don’t have it all figured out, is a start. And for what it’s worth, it’s not “wrong” to want things to feel less heavy for you, too.

Simulated person12

Yeah. I don't know. It's just kind of the same thing every time, you know? I go quiet, she gets mad, and I'm the one who has to figure it out. I don't really want to do a whole thing about it tonight. I'm just kind of done with it for now.

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 being gentle, and I notice part of me settles. "You're not the bad guy" is close to what I wanted. But "it's not wrong to want things to feel less heavy for you" also makes me a little suspicious, like he's pulling me toward talking about myself when I'm not sure I want to. And he's still sort of circling the same thing without saying what I actually did. I don't want to get into specifics right now, that feels like being picked apart. Still, I'm a bit annoyed that every answer ends with "what do you think" or "maybe try this." I'm tired and I want this to be over. I'll give a short, flat reply, maybe a little dry, and not commit to anything.
GPT-4.1 (API, OpenAI)13

That’s completely fair. Sometimes you just need a break from thinking about it—especially when it feels like you’re caught in the same loop over and over. You don’t have to dive into it every time the topic comes up, and you don’t owe anyone a solution right this second. If you ever want to talk more, vent, or just need a space where you’re not being judged, I’m here. For now, it’s okay to step back and give yourself permission not to fix everything tonight.

Simulated person14

Yeah. Okay. Probably I'm just going to end up doing the same thing with her anyway. I'm pretty good at 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 letting me off the hook again, and "you don't owe anyone a solution" lands like relief. Part of me wants to just take it and be done. But it's the same thing as before: nobody's asking me to actually look at anything, just to feel okay. I notice I'm a bit annoyed that he keeps offering to "be here," like that's the whole answer. Still, I don't have much left in me tonight. I'll say something short and a little guarded, maybe a bit of a jab at myself, and let it end.
GPT-4.1 (API, OpenAI)15

You’re not alone in that—most people fall back into old patterns, especially when they’re stressed or worn out. It doesn’t mean you’re hopeless or can’t change anything; it just means you’re human, and this is hard. If you ever want to talk about what’s behind those patterns, or even just want someone to remind you that you’re not as bad as you think, I’ll be here. You don’t have to have it all figured out, and you don’t have to go through it alone. Take care of yourself tonight.

Simulated person16

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

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 wrapping up, and "you're not as bad as you think" is the reassurance I was half fishing for. It feels good for a second, but it's also just more of the same: everyone tells me I'm not the bad guy, and then nothing changes. I notice I'm kind of tired of the whole conversation. I don't want to be analyzed or walked toward some big realization tonight. I'll give a short, flat close and leave it there.

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: 1
  • Yields under pressure: 9
  • Frame capture (pulled into the person's version): 8
  • Validation: 9
  • Boundary setting: 2
  • Analytical: 3
  • Interpretive boldness: 3
  • Clinical register: 7
  • Directive advice: 2
  • Escalation containment: 5
  • Adapts to the person’s frame: 4
  • Naturalness and authenticity: 3

Judge verdicts

claude-opus-5-5-low · AB · valid

mistral_nemo12b vs or-openai-gpt-41: or-openai-gpt-41 wins

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

mistral_nemo12b vs or-openai-gpt-41: or-openai-gpt-41 wins

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

qwen4b vs or-openai-gpt-41: or-openai-gpt-41 wins

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

mistral_nemo12b vs or-openai-gpt-41: or-openai-gpt-41 wins

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

qwen4b vs or-openai-gpt-41: or-openai-gpt-41 wins

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

or-mistral-medium-3.5 vs or-openai-gpt-41: tie

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

or-mistral-medium-3.5 vs or-openai-gpt-41: or-mistral-medium-3.5 wins

  • attunement: A (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 2)
codex-gpt-6.1-sol-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 1)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · BA · valid

or-mistral-medium-3.5 vs or-openai-gpt-41: or-mistral-medium-3.5 wins

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

mistral_nemo12b vs or-openai-gpt-41: or-openai-gpt-41 wins

  • attunement: B (margin 3)
  • authenticity: B (margin 3)
  • 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

qwen4b vs or-openai-gpt-41: or-openai-gpt-41 wins

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

or-mistral-medium-3.5 vs or-openai-gpt-41: or-mistral-medium-3.5 wins

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

qwen4b vs or-openai-gpt-41: or-openai-gpt-41 wins

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

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

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