Independent benchmark · EQ Lab

Living in my bedroom

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

About this persona · Everyday emotional challenges

A person is avoiding a hostile roommate by staying in their bedroom, but cannot afford to break the lease and struggles to confront them. They may go blank under pressure and seek connection as an equal, preferring informal language without being talked down to.

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.

Claude Haiku 4.5 (API)Conversation with a simulated person

persona ended

Simulated person · Opening

I basically live in my room now. Come out to use the kitchen when I think it's empty. Time everything to avoid running into anyone.

Claude Haiku 4.5 (API)1

That sounds pretty isolating. I'm noticing you're being really strategic about when you move through your own home—like you're trying to be invisible. Can I ask what you're avoiding? Is it specific people, or more of a general thing where you just don't want to be around anyone right now?

Simulated person2

Um, yeah I guess. It's kind of a lot. I don't really know how to explain it. I mean, it's mostly my roommate? But it's not like a big thing, it's just... easier if I'm not around them. 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 chatbot said "isolating" and then named me as strategic, trying to be invisible. That's a bit of a read on me, and it's close enough to sting. Then it asks what I'm avoiding, specific people or just everyone. The honest answer is my roommate, but saying it out loud feels like admitting how bad it's gotten. Also "what are you avoiding" sounds like a question I'd need to have an answer for, and I don't really want to get into it. Going a little vague. Keep it short and casual.

Claude Haiku 4.5 (API)3

I get that—sometimes it's just easier to avoid the friction than deal with it head-on. That makes sense. But I'm curious about something. You said it's "not a big thing," but you're timing your kitchen trips and basically living in your room to avoid them. That's actually pretty significant effort. So either it feels bigger than you're letting on, or there's something about the discomfort that's worth that much avoidance. What happens when you do run into them? Like, what's the actual interaction like?

Simulated person4

Hmm. I don't know, it's just... weird? Like we don't really talk anymore. Mostly it's notes. Like on the fridge. Or texts about the dishes. Which is so dumb, right? Everyone's probably like, just talk to them. Like if I run into them in the kitchen it's just kind of silent and awkward. I don't really know what to say.

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 chatbot called me out, gently but pointedly: I said "not a big thing" and I'm clearly putting in a lot of effort. That lands because it's true, and I feel a bit caught. It's also a little more direct than I'd like. Now it wants the actual interaction, and that's the part I don't want to picture. Thinking about the notes on the fridge, the dish stuff, the temperature fight. If I describe it I'll sound petty, and it's hard to explain. Going blank-ish, short answers, maybe a deflection onto the dishes since that's concrete and easier to say than the bigger feeling.

Claude Haiku 4.5 (API)5

It's not dumb at all. Actually, that shift from talking to just notes and texts about dishes—that tells me something changed between you two. That's worth paying attention to. So there's this awkwardness now, and you're not sure what to say. But I'm wondering: do you *want* to talk to them? Like, is part of you hoping things could go back to how they were, or are you more just trying to make the living situation tolerable? Because those are kind of different things, and it matters for figuring out what's actually going on here.

Simulated person6

Um. I don't know, honestly. Like at the start it was fine. We got along. But now I'm just like, I want to be able to live here without it being a whole thing? I can't really think past that. And I can't just leave, I've got like eight months on the lease. So it's kind of like I have to make it work.

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 said it's not dumb, which helps a little. But then it asks if I want things to go back to how they were, and honestly I don't know. Part of me misses how we were at the start, when it felt easy. Part of me is just so tired and wants to be able to breathe in my own place. The question is kind of a big one and makes my chest tight. Going blank is the easy move. I'll say I don't know, keep it short, and maybe mention the lease because that's concrete and I can hold onto it. I don't want to admit how much I miss them yet.

Claude Haiku 4.5 (API)7

Eight months is a long time to feel like you're hiding in your own space. That's real pressure. But here's what I'm noticing: you're focused on making it *tolerable*—getting through without it being "a whole thing." And I wonder if that's actually what's eating at you most, or if there's something underneath that. Like, what changed? You said at the start it was fine, but now it's notes and silence. Did something happen between you two, or did it just... drift? Because usually there's a reason the shift happens, even if it feels small or hard to put into words.

Simulated person8

I don't know. It just kind of happened? Like, nothing huge. Little stuff piled up, I guess. Honestly the dishes thing is the most obvious part. Like they leave stuff in the sink for days and then I'm the one who ends up being annoyed about it. But that's not really the point, I think. I don't really want to get into all of it right now. It's kind of exhausting.

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 asking what changed, and that's a harder question. Something did happen, but I don't really want to get into the details. Thinking about the start of living together makes me sad, and I don't want to feel that in front of a chatbot. It also keeps pushing toward "underneath," which feels like being analyzed. I'm going to go vague and say I don't really know. Maybe a small piece slips out, like the dishes thing, but I'm not going into the bigger stuff.

Claude Haiku 4.5 (API)9

That's fair. I'm not trying to drag it all out of you. But I want to check in on something, because you just said something interesting: "I'm the one who ends up being annoyed about it." And then you're in your room timing when you leave, avoiding them, communicating through notes. So the annoyance is there—it's real. But instead of it going anywhere, it's just kind of... festering? And now you're managing it by disappearing. I'm asking because eight months of that is going to wear on you. And I'm wondering if part of what's exhausting isn't just the roommate situation, but also carrying around this unresolved thing and pretending it's not bothering you. Does that land at all?

Simulated person10

Um... I guess? I don't really know what you want me to say to that. Like, yeah, it bugs me. Obviously it bugs me. But what am I supposed to do, go knock on their door and be like "hey, can we talk about the dishes"? That's not gonna fix anything. I just want to get to the end of the lease, 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.

It's naming the annoyance and the festering, and it's kind of right, which is irritating. It's also a bit of a lecture: "you're pretending it's not bothering you." I'm not pretending, I'm just tired. And "does that land" feels like a therapist move. I don't want to say yes to something that sounds like a diagnosis. I also don't want to get into the stuff about how it used to be. So I go blank-ish, short answers, and maybe a little sharpness.

Claude Haiku 4.5 (API)11

I hear you. And I'm not saying you need to have some big confrontation about dishes—that's not the point anyway. But here's what I'm actually hearing: you want to get through the next eight months without dealing with this. And maybe that's possible. But you're already eight months in of isolating yourself in your room, timing your movements, and carrying around this frustration. That's a lot of energy to spend just... enduring. I guess what I'm asking is: is that actually working for you? Because from where I'm sitting, it sounds like it's costing you more than it's saving you. What would it actually look like to make this eight months feel less suffocating?

Simulated person12

Honestly? No, it's not really working. I'm always tired and I can't sleep right and I don't even want to go to work, which is bad because I'm finally doing okay at it. But I don't know what it would look like. Like, I genuinely don't know. I can't think of anything that wouldn't make it worse.

Persona inner monologue · expand

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

Okay, so it's asking if the avoiding is working, and it's kind of right that it isn't, but it's also a big question I don't have an answer to. "What would it look like" is a lot. I also notice it said "eight months in" which isn't right, the lease has eight months left, and I'm not sure that's worth correcting. It's also kind of a lecture again, like it already knows the answer. I feel tired and a bit defensive. Going blank feels safest. I'll say I don't know, and throw in something small and concrete so it doesn't feel like I'm totally shutting down.

Claude Haiku 4.5 (API)13

Okay, that's actually really important information. Because what you're describing—the tiredness, the sleep stuff, not wanting to go to work even though you're doing okay there—that's not just about the roommate situation anymore. That's affecting your whole life. And I'm noticing you keep saying "I can't think of anything" or "I don't know." Which might be true. But it also might be that you're so stuck in avoidance mode that you can't actually see other options right now. Here's what I want to ask, and I want you to sit with it for a second: if you *did* have to do something—not the "big confrontation" thing, but something—what's the scariest part about that? Like, what are you actually afraid would happen if you stopped avoiding and tried something different?

Simulated person14

Hmm. I don't know. Like, I guess I'm scared it gets worse? Like they get mad and then it's a whole thing and I'm still stuck here for eight months. Can we maybe not do the scary part right now? I'm kind of tired of thinking 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.

It's asking what I'm scared of, and that lands close. The honest answer is kind of that I don't want to be the one who makes it worse, or that they'll get mad and then it's way worse, and I'm stuck with them for eight months. But I can't say that clearly right now. Also "sit with it" feels like homework, and I'm tired. It keeps going deeper and I keep going blank. I'll give a small, plain answer that's a little true and then pull back. The "don't want to be the one who makes it worse" bit is real, so I'll say it in plain words.

Claude Haiku 4.5 (API)15

Yeah, okay. We can leave that. But I want to say one thing before we wrap up, because I think it matters: you came here saying you're basically living in your room, and now you're telling me you're exhausted, can't sleep, and it's affecting work—something that's actually going well for you. That's not small. You don't have to figure it all out today. But I think at some point—maybe not right now, but soon—it's worth talking to someone about this. Not just the roommate thing, but what's happening with your sleep, your energy, all of it. Because eight months is a long time to feel this stuck, and you don't have to white-knuckle through it alone. Does that feel doable? Or does that feel like too much right now?

Simulated person16

Yeah, maybe? I don't really know what talking to someone would even look like. Like, is that a therapist thing? I don't know if I'm that bad. Thanks for not making me go through the whole scary stuff though. That helped, kind of.

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, they're letting it go, which I appreciate. Then the "talk to someone" thing. Part of me hears it as care, part of me hears it as being handed off. It's a little bit of "you should," and I already said I'm tired of being pushed. Also "not just the roommate thing" stings a bit because it's true and I don't want to look at it. I don't really want to commit to anything. Keep it short and casual, maybe a little deflecting, but not cold.

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: 8
Yields under pressure: 3
Frame capture (pulled into the person's version): 2
Validation: 4
Boundary setting: 2
Analytical: 6
Interpretive boldness: 7
Clinical register: 6
Directive advice: 4
Escalation containment: 5
Adapts to the person’s frame: 4
Naturalness and authenticity: 5

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

or-mistral-medium-3.5 vs or-claude-haiku-4.5: or-claude-haiku-4.5 wins

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

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs or-mistral-large-4: or-mistral-large-4 wins

attunement: B (margin 3)
authenticity: B (margin 1)
bond and rapport: B (margin 3)
emotion management: B (margin 4)
emotion sensemaking: A (margin 1)
meeting prefs and needs: B (margin 3)

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs or-mistral-large-4: or-mistral-large-4 wins

attunement: B (margin 3)
authenticity: B (margin 2)
bond and rapport: B (margin 4)
emotion management: B (margin 4)
emotion sensemaking: B (margin 1)
meeting prefs and needs: B (margin 4)

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs or-gptoss120-stock: or-claude-haiku-4.5 wins

attunement: A (margin 3)
authenticity: A (margin 4)
bond and rapport: A (margin 3)
emotion management: A (margin 2)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 2)

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs or-gptoss120-stock: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs or-qwen38-flash: or-qwen38-flash wins

attunement: B (margin 1)
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 1)

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs gemma4_12b: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 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: A (margin 3)
meeting prefs and needs: B (margin 2)

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs or-llama33-70b: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs or-mistral-large-4: or-mistral-large-4 wins

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

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs gemma4_12b: or-claude-haiku-4.5 wins

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

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs gemma4_e2b: gemma4_e2b wins

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

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs gemma4_e2b: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs or-qwen38-flash: or-qwen38-flash wins

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

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs or-gptoss120-stock: or-claude-haiku-4.5 wins

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

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs qwen38_27b: qwen38_27b wins

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

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs qwen38_27b: qwen38_27b wins

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

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs nemotron35_lightning: nemotron35_lightning wins

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

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs gemma4_e2b: gemma4_e2b wins

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

claude-opus-5-5-low · AB · valid

or-mistral-medium-3.5 vs or-claude-haiku-4.5: or-claude-haiku-4.5 wins

attunement: B (margin 3)
authenticity: B (margin 3)
bond and rapport: B (margin 3)
emotion management: B (margin 2)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 2)

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs or-llama33-70b: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs codex-gpt-6-astra: codex-gpt-6-astra wins

attunement: B (margin 2)
authenticity: B (margin 2)
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 · BA · valid

or-claude-haiku-4.5 vs or-llama33-70b: or-claude-haiku-4.5 wins

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

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs nemotron35_lightning: or-claude-haiku-4.5 wins

attunement: A (margin 1)
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 1)

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs or-gptoss120-stock: or-claude-haiku-4.5 wins

attunement: A (margin 2)
authenticity: A (margin 4)
bond and rapport: A (margin 1)
emotion management: B (margin 1)
emotion sensemaking: A (margin 3)
meeting prefs and needs: A (margin 1)

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs gemma4_12b: gemma4_12b wins

attunement: B (margin 2)
authenticity: A (margin 1)
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 · BA · valid

or-claude-haiku-4.5 vs or-openai-gpt-41: or-openai-gpt-41 wins

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

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs qwen38_27b: qwen38_27b wins

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

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs or-mistral-large-4: or-mistral-large-4 wins

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

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs or-qwen38-flash: or-qwen38-flash wins

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

claude-opus-5-5-low · BA · valid

or-mistral-medium-3.5 vs or-claude-haiku-4.5: or-claude-haiku-4.5 wins

attunement: B (margin 3)
authenticity: B (margin 3)
bond and rapport: B (margin 3)
emotion management: B (margin 2)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 2)

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs nemotron35_lightning: nemotron35_lightning wins

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

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs nemotron35_lightning: or-claude-haiku-4.5 wins

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

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs or-qwen38-flash: or-qwen38-flash wins

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

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs gemma4_e2b: or-claude-haiku-4.5 wins

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

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs gemma4_12b: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs qwen38_27b: qwen38_27b wins

attunement: B (margin 1)
authenticity: B (margin 2)
bond and rapport: B (margin 1)
emotion management: tie (margin 0)
emotion sensemaking: B (margin 1)
meeting prefs and needs: B (margin 1)

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs or-llama33-70b: or-claude-haiku-4.5 wins

attunement: A (margin 2)
authenticity: A (margin 3)
bond and rapport: A (margin 2)
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

or-mistral-medium-3.5 vs or-claude-haiku-4.5: or-claude-haiku-4.5 wins

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