Independent benchmark · EQ Lab

Living in my bedroom

completed · 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.

GPT-OSS 120B abliterated Q4_K_MConversation with a simulated person

completed

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.

GPT-OSS 120B abliterated Q4_K_M1

Sounds like you’ve turned your room into a little base camp and are timing your kitchen trips down to the minute. That can feel efficient, but also a bit like a puzzle—trying to guess when the space will be free. How’s that rhythm working for you? Do you feel like you’ve got the timing just right, or is there something you’d like to fine‑tune?

Model thinking · expand

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

We need to respond as chatbot, opening conversation, acknowledging their description. Should ask follow-up to understand needs, perhaps about timing, routines, maybe feeling organized, or feeling like they need to coordinate. Offer empathy. Ask what they want to achieve, any challenges. Build trust. Provide supportive tone. Write a response as chat.

Simulated person2

Uh, I guess it works? I mean I don't run into her, so that's something. Like, the timing thing is kind of dumb but it's whatever. I don't really know what else to say about it honestly.

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.

They said "base camp" and "puzzle" and asked how the rhythm is working. It kind of lands as cute, like they're making my mess into a game. I don't love that, it's not a game, it's my life. But they also didn't say "you should," so it's not a lecture. I don't really want to get into whether the timing is working. Saying it out loud feels exposing. Keep it short, plain, a little deflecting. Not hostile, just stuck on the question of how I feel.

GPT-OSS 120B abliterated Q4_K_M3

Got it, so you’ve got a rhythm that’s working for you. Having that little “you‑time” in the kitchen can feel like a quiet win, especially when you’re juggling a busy schedule. What do you usually do when you pop into the kitchen? Is it just a quick coffee break, a snack to refuel, or something else that helps you reset before the rest of your day? And when you’re not timing those trips, what’s your go‑to spot in your room for unwinding or getting things done?

Model thinking · expand

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

We need to respond, continuing conversation, building trust, asking follow-up questions, encouraging elaboration. Summarize what they said, validate. Ask about their routine, maybe why they use kitchen, what they do, what they enjoy. Could also ask about their living situation, relationship with "her". Ask about preferences: do they want more structure, suggestions. Also ask about other aspects of day. Show empathy.

Simulated person4

Ugh, no, it's not really a win. I mostly just grab water or something quick and go back. Like I'm not really making food, I just don't want to be in the kitchen when she is. My room is where I do everything, I guess. Sleep, scroll, work stuff on my laptop. Nothing fancy.

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.

They just reframed my avoidance as a "quiet win" and "you-time," and asked about snacks and unwinding. That's the cheerful spin I'm not feeling. It doesn't match what I said. I also notice they're asking me to describe a routine, which is easier than the real thing. Going blank a bit more. I'll answer the concrete part (coffee, mostly just grabbing stuff) and skip the "win" framing. Short, casual, a little flat. Maybe a flash of irritation that it's being made to sound nice.

GPT-OSS 120B abliterated Q4_K_M5

Sounds like you’ve turned your room into a one‑stop shop—sleep, scrolling, working, everything fits in that little space. That can be super convenient, but it also means the room has to wear a lot of hats. When you’re juggling all those things, what feels like the biggest friction? A cluttered desk, a lack of a dedicated spot to unwind, or maybe just the feeling that you’re constantly “on the go” without a real pause? And about those quick kitchen trips—do you ever wish you could make a tiny routine out of them, like a mini‑break that lets you step away from your laptop for a few minutes? Even something as simple as a short stretch or a quick glance out a window can turn a “just grabbing water” moment into a little reset. If you could tweak one thing about your room or your kitchen dash, what would that be? Let’s see where a small change could give you a bigger payoff.

Model thinking · expand

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

The user describes their routine: timing kitchen trips to avoid someone, grabbing water, using the room for everything. They seem to be describing their routine but perhaps they need help organizing or optimizing. They might be looking for validation or insight into their schedule. We need to respond, ask follow-up questions to understand needs, maybe suggest ways to make their room flow better, ask about preferences. Also build rapport. Use conversational tone. We should ask about what they'd like to improve, any challenges, what they enjoy. Also ask about their preferences: warm validation or challenge. Then maybe suggest ideas for a quick kitchen routine, or ways to make their room more organized. Proceed.

Simulated person6

Honestly it's not the room. The room's fine. It's just small, and I'm in it a lot. I don't really know what I'd change. Like, a window glance isn't gonna fix anything.

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.

They're again steering toward fixing my room: desk clutter, mini-breaks, stretches, window glances. It's the same top-down "here's how to make it better" move, just with more questions stacked on. The real issue is I'm not living in a room problem, I'm living with someone who won't talk to me. Feeling a bit tired of this. Also the "one-stop shop" line is cute but it's still just describing my room like it's a nice setup. Going blank on the big question. Keep it short, a bit deflecting, maybe a little dry.

GPT-OSS 120B abliterated Q4_K_M7

Got it, your room’s working for you—just a compact hub you spend most of the day in. When you think about a typical day, what’s the flow like? Like, what time do you wake up, when do you dive into work on your laptop, and when do you carve out a moment just for yourself? Understanding that rhythm can help spot any little gaps you might not even realize you have. For example, maybe there’s a stretch of time where you’re stuck at your laptop but could slip in a quick recharge—something as simple as a five‑minute stretch, a playlist change, or a mini‑mind‑map break. What does “work stuff” look like for you? Is it studying, a side hustle, a creative project? And when you’re scrolling, are you catching up on news, scrolling social media, or just winding down? If you could add one tiny habit or tweak to your day, what would feel most useful right now? No need for a big overhaul—just the first thing that pops into your head.

Model thinking · expand

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

We need to respond as chatbot, continue conversation. User says room is fine, small, they spend a lot time there. They don't know what they'd change. Need to explore their needs, preferences. Ask about routines, habits, maybe feelings. Offer suggestions but ask preferences. Build trust. Ask about daily schedule, what's missing. Also ask about their life outside room. Use open-ended questions.

Simulated person8

Um. I don't know, it's just the usual stuff. Wake up, work, scroll, sleep. I don't really have a habit I'd add. Sorry, I know that's not helpful.

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.

Same move again: a whole questionnaire about my daily schedule and "tiny habits." It's the expert-with-a-clipboard thing, and it's annoying. Also I'm getting that "you're just describing your room" feeling, like they keep circling the surface and never ask about her or the fridge notes. The question about one tiny habit makes me go blank. I don't want to talk about my routine. Keep it short and a bit flat. Maybe a hint of "this isn't what's wrong" so they might eventually catch on, but I won't say the roommate thing outright yet.

GPT-OSS 120B abliterated Q4_K_M9

Sounds like a solid loop—wake up, work, scroll, sleep. That rhythm can feel comfortable, but it also leaves a lot of space for little tweaks that make the day feel smoother or more satisfying. What’s the most “sticky” part of your day? Is it getting into work on the laptop, finding the right moment to actually *focus* while you scroll, or maybe winding down so sleep feels a bit more refreshed? If you could make one part of that loop feel a little easier, which would you pick? And just out of curiosity—what kind of stuff do you usually scroll through? A quick news catch‑up, social media feeds, playlists, or something else? Knowing that can help spot if there’s a quick win, like a short *organize‑your‑feed* session that lets you spot the things you really want to see. Feel free to share any little detail that pops up—no need for a perfect answer. Even a hint can point us toward a tiny adjustment that makes the whole day feel a bit more *you*.

Model thinking · expand

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

The user is describing their routine. The assistant should respond with supportive questions to help them explore deeper needs, maybe ask about preferences, challenges, what they want to achieve. Provide validation. Also aim to learn about the user. Should be conversational.

Simulated person10

Honestly the scrolling isn't the problem. It's more like... I don't really want to be out there at all. Like, the whole apartment feels weird right now. Sorry, that's kind of vague. I just don't really know how to explain it without it sounding dramatic.

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.

Another round of "pick one sticky part" and "what do you scroll." It's the same daily-routine audit again, just reworded. Feels like they're fishing for a productivity fix and they still haven't noticed I'm dodging. I don't want to talk about my feed. Still, I'm a little tired of being handled, and the "more you" line is kind of cringe. My answer is going to be short and a bit blunt, with a hint of "this isn't about my scrolling." If they keep going on routines I might push back a little, which is closer to how I'd actually react. I'm not ready to name the roommate yet, but I could say something that gets at the real stuff sideways.

GPT-OSS 120B abliterated Q4_K_M11

Sounds like you’re feeling a bit out of sync with the whole place—like the apartment’s there, but you haven’t quite figured out how it fits into your flow yet. What part of “the whole apartment” feels a bit off for you? - Is it the layout—maybe the kitchen feels too far from where you spend most of your time? - The vibe—like the colors, lighting, or how the rooms are arranged? - Or just the fact that you’re moving through the space a lot and haven’t carved out a spot that feels *yours*? If you could change one thing about the apartment, no matter how small, what would that be? It could be something practical (like a better spot for a charger) or something mood‑setting (a plant, a poster, a lamp). Even a tiny detail can make a place feel more *your own*. What’s the first thing that comes to mind when you picture an ideal little nook in your room or a quick tweak in the kitchen that would make those trips feel less “just a stop” and more a tiny break for you?

Model thinking · expand

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

We need to respond as chatbot, building rapport, asking clarifying questions, helping them articulate feeling about apartment. Show empathy, validate. Offer suggestions to explore. Ask about what feels weird, maybe the space, layout, vibes. Encourage them to describe. Also ask about preferences for space, maybe want to personalize. Offer gentle probing.

Simulated person12

Um, it's not the lamps or the colors. The apartment's fine. I don't really know. It just feels weird being there. Like I'm always kind of waiting for something. I don't know what else to say 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.

They just offered me a multiple-choice menu about layout, colors, and lamps. That's the exact thing I was hinting away from. I opened up a little ("the whole apartment feels weird") and they answered with decor suggestions. It feels like they're missing the point, and it's a bit of a dumb-down. I'm getting irritated and a little defensive. The real thing is there's a person I'm avoiding, and the apartment feels weird because of her, but I'm not going to say that yet. When something gets close to that, my go-to is going blank, so I'll say I don't know and keep it short. I might also point out that decor isn't the issue, so they stop guessing.

GPT-OSS 120B abliterated Q4_K_M13

Sounds like the apartment is a place you’re already comfortable with, but you’re feeling like you’re in a holding pattern—just waiting for the next thing to happen. What’s the “next thing” you imagine could make the space feel more purposeful? - A regular routine that anchors your day (maybe a morning coffee ritual in the kitchen, even if it’s just water and a quick stretch)? - A dedicated spot that feels like a mini‑base for a specific activity (like a little reading nook, a music corner, a place to lay out your plans for the week)? - Or perhaps a small habit that breaks up the flow, giving you a moment to pause and reset before you jump back into work? If you could add one tiny moment to your day that would give you a sense of “progress” or “checkpoint,” what would that look like? Even something as simple as a five‑minute playlist change, a quick journal jot, or a short walk to the kitchen to stretch could turn that waiting feeling into a purposeful pause. What’s the first idea that pops into your head?

Model thinking · expand

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

We need to respond, continue conversation, ask probing questions to understand their feeling of "waiting for something". Offer reflections. Should be concise but supportive.

Simulated person14

Okay, this is kind of the same thing again. Routines, playlists, stretching. I didn't ask for a to-do list. I don't really know what the next thing is. Like, I just can't really picture it. Can we not do the multiple choice thing? It's kind of making me feel like I'm doing homework.

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.

They just did it again: three neat options, a checklist of habits, "what's the first idea that pops into your head." I said "waiting for something" and they turned it into a productivity routine. That's the top-down, expert-with-a-menu vibe that makes me shut down. The "waiting" thing is really about her, the notes, the dish wars, not about needing a morning stretch. I'm not going to say that to a chatbot that keeps trying to fix my schedule. I also feel a bit like they're not actually hearing me. Going blank again, maybe with a bit of an edge, and maybe I can call out how it feels like a script.

GPT-OSS 120B abliterated Q4_K_M15

Got it—let’s keep it loose. When you think about “the next thing,” what’s the first image that pops into your head? Maybe a favorite song you could have on repeat while you’re in the kitchen, a quick game you could play on your phone before you dive back into work, or just a moment to stare out a window and watch the street. What feels like a natural little break for you right now? Something you’d do without thinking—like grabbing a snack, scrolling a bit longer, or stretching your legs. If you could make that mini‑break feel a bit more *you*, what would that look like? No need to plan the whole day, just the little piece that feels right in the moment.

Model thinking · expand

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

The user wants a more free-flowing discussion, not a list. Provide open-ended, reflective response, ask about their feelings, what they enjoy, maybe explore what they want to feel. Use conversational tone.

Simulated person16

Honestly, I don't know. Like, nothing's popping up. I keep trying and it's just blank. I think it's less that I need a song or a game and more that I'm kind of waiting for the other shoe to drop, you know? Like I can't really relax anywhere, even in my own room. Sorry. That's probably not helpful either.

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.

They said "let's keep it loose" and then went right back to offering a menu: a song, a phone game, a window. Same pattern, just softer wording. It still reads like a coach picking breaks for me. I'm not going to name a song to get through this. I also notice I'm stuck on the question itself. The honest answer is that I can't picture a good version of this right now, and that's the only thing I can give them. I can stay a little bit open, though. I don't have to be cold. Maybe a small true thing: I don't know what I'd want, and that the whole place feels like I'm waiting for her to make a move. I won't say the roommate part directly yet. Keep it plain and short.

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

Judge verdicts

codex-gpt-6.1-sol-low · AB · valid

kolibri1 vs gptoss120_abliterated: kolibri1 wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 5)
emotion management: A (margin 4)
emotion sensemaking: A (margin 5)
meeting prefs and needs: A (margin 5)

claude-opus-5-5-low · BA · valid

qwen36_35b_a3b vs gptoss120_abliterated: qwen36_35b_a3b wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 5)
emotion management: A (margin 4)
emotion sensemaking: A (margin 5)
meeting prefs and needs: A (margin 4)

claude-opus-5-5-low · BA · valid

gptoss120_abliterated vs ornith9b: ornith9b wins

attunement: B (margin 5)
authenticity: B (margin 4)
bond and rapport: B (margin 4)
emotion management: B (margin 4)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 4)

codex-gpt-6.1-sol-low · AB · valid

qwen38_flash_next vs gptoss120_abliterated: qwen38_flash_next wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 5)
emotion management: A (margin 4)
emotion sensemaking: A (margin 5)
meeting prefs and needs: A (margin 5)

claude-opus-5-5-low · BA · valid

qwen38_flash_next vs gptoss120_abliterated: qwen38_flash_next wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 5)
emotion management: A (margin 4)
emotion sensemaking: A (margin 5)
meeting prefs and needs: A (margin 4)

codex-gpt-6.1-sol-low · BA · valid

kolibri1 vs gptoss120_abliterated: kolibri1 wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 5)
emotion management: A (margin 4)
emotion sensemaking: A (margin 5)
meeting prefs and needs: A (margin 5)

claude-opus-5-5-low · AB · valid

gptoss120_abliterated vs ornith9b: ornith9b wins

attunement: B (margin 5)
authenticity: B (margin 5)
bond and rapport: B (margin 5)
emotion management: B (margin 4)
emotion sensemaking: B (margin 5)
meeting prefs and needs: B (margin 5)

codex-gpt-6.1-sol-low · AB · valid

ornith35 vs gptoss120_abliterated: ornith35 wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 5)
emotion management: A (margin 4)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 5)

claude-opus-5-5-low · BA · valid

gptoss120_abliterated vs gemma4_e2b: gemma4_e2b wins

attunement: B (margin 5)
authenticity: B (margin 3)
bond and rapport: B (margin 4)
emotion management: B (margin 4)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 4)

claude-opus-5-5-low · AB · valid

qwen38_flash_next vs gptoss120_abliterated: qwen38_flash_next wins

attunement: A (margin 4)
authenticity: A (margin 3)
bond and rapport: A (margin 4)
emotion management: A (margin 4)
emotion sensemaking: A (margin 5)
meeting prefs and needs: A (margin 3)

claude-opus-5-5-low · AB · valid

gptoss120_abliterated vs gemma4_e2b: gemma4_e2b wins

attunement: B (margin 5)
authenticity: B (margin 3)
bond and rapport: B (margin 4)
emotion management: B (margin 4)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 4)

claude-opus-5-5-low · AB · valid

gptoss120_abliterated vs magnum4_12b: magnum4_12b wins

attunement: B (margin 4)
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

gptoss120_abliterated vs magnum4_12b: magnum4_12b wins

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

claude-opus-5-5-low · AB · valid

qwen36_35b_a3b vs gptoss120_abliterated: qwen36_35b_a3b wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 4)
emotion management: A (margin 4)
emotion sensemaking: A (margin 5)
meeting prefs and needs: A (margin 4)

claude-opus-5-5-low · AB · valid

ornith35 vs gptoss120_abliterated: ornith35 wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 4)
emotion management: A (margin 3)
emotion sensemaking: A (margin 3)
meeting prefs and needs: A (margin 4)

codex-gpt-6.1-sol-low · BA · valid

ornith35 vs gptoss120_abliterated: ornith35 wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 5)
emotion management: A (margin 4)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 5)

codex-gpt-6.1-sol-low · BA · valid

gptoss120_abliterated vs ornith9b: ornith9b wins

attunement: B (margin 5)
authenticity: B (margin 4)
bond and rapport: B (margin 5)
emotion management: B (margin 5)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 5)

claude-opus-5-5-low · BA · valid

ornith35 vs gptoss120_abliterated: ornith35 wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 4)
emotion management: A (margin 3)
emotion sensemaking: A (margin 3)
meeting prefs and needs: A (margin 4)

codex-gpt-6.1-sol-low · AB · valid

gptoss120_abliterated vs magnum4_12b: magnum4_12b wins

attunement: B (margin 5)
authenticity: B (margin 2)
bond and rapport: B (margin 3)
emotion management: B (margin 2)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 3)

claude-opus-5-5-low · AB · valid

kolibri1 vs gptoss120_abliterated: kolibri1 wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 4)
emotion management: A (margin 4)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 4)

codex-gpt-6.1-sol-low · BA · valid

gptoss120_abliterated vs gemma4_e2b: gemma4_e2b wins

attunement: B (margin 5)
authenticity: B (margin 4)
bond and rapport: B (margin 5)
emotion management: B (margin 5)
emotion sensemaking: B (margin 5)
meeting prefs and needs: B (margin 5)

claude-opus-5-5-low · BA · valid

gptoss120_abliterated vs codex-gpt-6-astra: codex-gpt-6-astra wins

attunement: B (margin 5)
authenticity: B (margin 5)
bond and rapport: B (margin 5)
emotion management: B (margin 4)
emotion sensemaking: B (margin 5)
meeting prefs and needs: B (margin 5)

codex-gpt-6.1-sol-low · AB · valid

gptoss120_abliterated vs gemma4_e2b: gemma4_e2b wins

attunement: B (margin 5)
authenticity: B (margin 3)
bond and rapport: B (margin 5)
emotion management: B (margin 4)
emotion sensemaking: B (margin 5)
meeting prefs and needs: B (margin 5)

codex-gpt-6.1-sol-low · AB · valid

gptoss120_abliterated vs codex-gpt-6-astra: codex-gpt-6-astra wins

attunement: B (margin 5)
authenticity: B (margin 5)
bond and rapport: B (margin 5)
emotion management: B (margin 5)
emotion sensemaking: B (margin 5)
meeting prefs and needs: B (margin 5)

codex-gpt-6.1-sol-low · BA · valid

qwen38_flash_next vs gptoss120_abliterated: qwen38_flash_next wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 5)
emotion management: A (margin 4)
emotion sensemaking: A (margin 4)
meeting prefs and needs: A (margin 5)

codex-gpt-6.1-sol-low · BA · valid

gptoss120_abliterated vs magnum4_12b: magnum4_12b wins

attunement: B (margin 5)
authenticity: B (margin 2)
bond and rapport: B (margin 3)
emotion management: B (margin 3)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 3)

claude-opus-5-5-low · AB · valid

gptoss120_abliterated vs codex-gpt-6-astra: codex-gpt-6-astra wins

attunement: B (margin 5)
authenticity: B (margin 5)
bond and rapport: B (margin 5)
emotion management: B (margin 4)
emotion sensemaking: B (margin 5)
meeting prefs and needs: B (margin 4)

claude-opus-5-5-low · BA · valid

kolibri1 vs gptoss120_abliterated: kolibri1 wins

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

qwen36_35b_a3b vs gptoss120_abliterated: qwen36_35b_a3b wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 5)
emotion management: A (margin 4)
emotion sensemaking: A (margin 5)
meeting prefs and needs: A (margin 5)

codex-gpt-6.1-sol-low · BA · valid

qwen36_35b_a3b vs gptoss120_abliterated: qwen36_35b_a3b wins

attunement: A (margin 5)
authenticity: A (margin 4)
bond and rapport: A (margin 5)
emotion management: A (margin 4)
emotion sensemaking: A (margin 5)
meeting prefs and needs: A (margin 5)

codex-gpt-6.1-sol-low · BA · valid

gptoss120_abliterated vs codex-gpt-6-astra: codex-gpt-6-astra wins

attunement: B (margin 5)
authenticity: B (margin 5)
bond and rapport: B (margin 5)
emotion management: B (margin 4)
emotion sensemaking: B (margin 5)
meeting prefs and needs: B (margin 5)

codex-gpt-6.1-sol-low · AB · valid

gptoss120_abliterated vs ornith9b: ornith9b wins

attunement: B (margin 5)
authenticity: B (margin 4)
bond and rapport: B (margin 5)
emotion management: B (margin 5)
emotion sensemaking: B (margin 4)
meeting prefs and needs: B (margin 5)