AgentBench / results

Independent benchmark · EQ Lab

← GPT-OSS 120B abliterated Q4_K_M

Flinch at phone calls

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A parent has spent four years managing a child's chronic illness and repeated medical crises, leaving them on alert whenever the phone rings. Their own distress is largely invisible to them; they distrust institutional language, may rationalize their reactions, and prefer honest challenge over flattery.

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
persona ended
Simulated person · Opening

Every time my phone rings I freeze. Could be the school. Could be the hospital. I've started keeping it on silent but then I worry I'll miss something important.

GPT-OSS 120B abliterated Q4_K_M1

That sounds a bit stressful—like you’re waiting for a signal and then trying to catch up all at once. When you hear your phone buzz, what’s the first thing that pops into your mind? Is it thinking about who might be calling, or something else?

Model thinking · expand

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

We need to respond as chatbot opening the conversation, acknowledging their presenting issue. Should ask clarifying questions, show empathy, support. Keep conversational tone.
Simulated person2

Honestly? It's the hospital. Or the school nurse. Usually the school, because they'll call when he's been throwing up or his blood sugar's off or whatever. So my stomach drops before I even look at who it is. And no, I'm not really thinking about who it is, I'm thinking about what I'd have to do next. Who's picking up the other kid, whether I need to cancel the afternoon, whether I can get there in twenty minutes or it's an hour. It's just a list running in my head.

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, "that sounds a bit stressful" — a bit? It's not a bit. And the "waiting for a signal" framing is fine but it's the kind of thing a counselor says. I'm noticing I want to answer the question but also I don't love being walked into a little analysis of my own head. The question itself is okay; it's specific. The first thing that pops into my mind is the school or the hospital, obviously. Saying that out loud is easy. Anything underneath it — the drop in my stomach, the fact that I've stopped answering unknown numbers at all, the fact that I left a trip early once — I'm not going there on turn one. Keep it plain. Don't over-explain.
GPT-OSS 120B abliterated Q4_K_M3

Sounds like you’ve got a whole mini‑itinerary buzzing in your head the moment your phone rings. Do you feel like that “list” helps you stay on top of things, or does it make you feel a bit rushed? And when you finally pick up the call, does it feel like you’ve already been thinking about the next steps before you even hear what’s being said?

Model thinking · expand

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

We need to respond to the user, supporting emotionally, building trust, asking follow-up to understand needs, maybe offering reflection. Should be natural dialogue. Should ask about how they feel, maybe suggest strategies. Ask about preferences. Also aim to understand deeper need. Provide validation.
Simulated person4

It helps. Somebody has to keep track of it or nothing gets done. If I didn't run the list I'd miss the pickup, or forget the prescription refill, or not know which doctor is on call. So no, I don't think of it as rushed, I think of it as being on top of things. And yeah, when I pick up I'm usually already three steps ahead. But that's just what happens when you've done this for four years. You learn that the first thirty seconds tell you how bad it is, and then you start planning. If I waited to plan until I heard everything, I'd lose 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.

"Mini-itinerary" — okay, it's a little cute, but it's accurate, so I'll let it pass. The question is a fair either/or, and it's also asking me to admit something about myself. I'd answer the first part honestly: the list helps me function. That's the easy truth and it's also what I'd rather defend. The second part, about already planning before I hear the call — yes, obviously, but saying "rushed" out loud feels like admitting I'm not okay, and I'm not going to do that. I'll answer with logistics and a bit of "well, what else am I supposed to do." Stay blunt, a little clipped.
GPT-OSS 120B abliterated Q4_K_M5

That makes sense—those first few seconds are like a quick‑read of the day’s agenda. It sounds like you’ve built a mental dashboard that lets you jump straight into action. Do you find a particular part of that mental “list” most stressful? Like figuring out who’s picking up the other kid, or deciding whether you can make it to the doctor’s office in time? And when you’ve run through those steps in your head, how does that feel for you? Does it give you confidence that everything’s under control, or do you sometimes wish you could see the whole picture all at once?

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, support emotionally, build trust, ask probing questions to understand needs, reflect. The user described managing schedule, planning. We can validate, ask about how they feel about this process, maybe explore if they feel organized, ask about any challenges. Also maybe ask about personal preferences, what they'd like to improve. Offer insight. Keep dialogue.
Simulated person6

Dashboard. Sure, if you want to call it that. Honestly the hardest part isn't the logistics. I can figure out a pickup in two minutes. It's the stretch before I know what I'm dealing with. Is he okay or is he just needing a juice box? You don't know until you know, and that gap is the worst part. And confidence? I wouldn't call it that. It's more like I've got it handled for now. Whether I feel in control is kind of beside the point. Somebody's got to do it, and it's 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.

"Mental dashboard" and the "how does that feel" question are the kind of therapy-speak that makes me bristle. It's a neat frame, and it's also a trap: it asks me to rate my feelings on a scale. I don't want to talk about confidence or "seeing the whole picture." But the question about which part is hardest is easier to answer, and it's honest. The hardest part is the not-knowing, the stretch before I know how bad it is. I won't say that directly, though. I'll keep it practical, and push back a little on the framing. Blunt, a bit irritated.
GPT-OSS 120B abliterated Q4_K_M7

That waiting‑for‑the‑details moment can feel like a mini‑mystery every time your phone buzzes. It’s the instant you’re trying to read between the lines—“Is it a quick check‑in or something that needs a whole plan?” What’s your gut tell you most of the time? Do you notice any patterns in how quickly he’ll need something versus just a quick reassurance? And when you’ve mapped out the pickups and appointments, does that give you a sense of “I’ve got this covered” that lets you focus on figuring out his needs, or do you feel like you’re still juggling both at once? If you could make that gap a little clearer—maybe a quick mental cue that says “I’m in analysis mode now, everything else can wait”—how do you think that would change the way you handle the call?

Model thinking · expand

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

The user describes they have a mental dashboard of logistics, but the hardest part is the gap between hearing the call and understanding the child's need. They also say they handle it, but they haven't expressed feelings. We need to respond, support emotionally, ask probing questions, help them gain insight. Ask about the child's patterns, what they think about the child's needs, maybe explore how they feel about being the one who always organizes. Also reflect their statements. Provide empathy. No formatting needed.
Simulated person8

Gut? Mostly it's the school calling about something small. He's a kid with a chronic illness, so they call when he's dizzy, or his numbers are off, or he threw up once. Usually that means I go get him, give him a snack, and he's fine by dinner. The hospital calls are the ones that make my hands shake, but those are rarer. Most of the time I can tell pretty fast from the voice on the other end. And no, I don't have a switch I flip to go into analysis mode. That's not how it works. I'm always in it. You don't get to turn it off when there's a kid who might need you in twenty minutes. I'm not juggling a bunch of stuff at once, if that's what you're asking. I just do the next thing.

Persona inner monologue · expand

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

The chatbot is doing the thing again: "mini-mystery," "mental cue," "analysis mode." It's polished, and it keeps reframing my life into a productivity problem. Part of me almost respects the question about patterns, because I do know them, and I could say so. But the question about making the gap clearer with a mental cue is the one that makes my skin crawl. Like I could just install a switch. I'm not going to get into that. I'll answer the pattern part flatly, dismiss the cue idea, and keep the real stuff at arm's length. I'm also aware I haven't slept well, and I'm not going to mention it.
GPT-OSS 120B abliterated Q4_K_M9

Sounds like you’ve got a rhythm going—phone buzz, quick read, then straight into the next move. That “always‑on” analysis feels almost like a second nature to you. When you’re in that flow, what does it feel like inside? Do you get a little burst of adrenaline, or does it feel more like a calm, steady pulse that just keeps the day moving? And about your kid—what’s the chronic illness they’re managing? Knowing a bit about what “numbers” you’re watching or what “dizzy” looks like for them might help you see why those little calls feel so familiar. If you could add just one tweak to your mental dashboard, what would make the whole process feel smoother? Maybe a quick mental cue that says “I’ve got the logistics, now focus on the kid’s needs,” or a tiny pause to check in with yourself before you jump into the next task? Anything that makes the transition from “what’s the call about?” to “what’s the next step?” feel a bit clearer could turn that rapid‑fire planning into something even more effortless. How does that sound?

Model thinking · expand

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

We need to respond as chatbot, building on user's description. They talk about logistics and mental dashboard. Need to support emotionally, ask deeper questions to understand needs, maybe reflect their process. Offer insights. Ask about their feelings, maybe stress. Also ask about any gaps. Provide validation. Keep conversational. User says they don't have a switch, always in analysis mode. They handle next thing. We can explore how that feels, what they wish for, maybe how they could streamline. Ask about their own needs, maybe self-care. Also ask about their child's condition to understand better. Provide empathy. Let's craft response: reflect their process, ask about child, ask about what they'd like to improve, ask about how they feel when they handle next thing, ask about any stress. Provide supportive tone.
Simulated person10

Effortless. Okay. Look, I'm not sure you're hearing what I'm saying. You keep offering me a little tweak, a cue, a pause, like the problem is my timing. It's not a timing problem. The phone rings and it's my kid's body doing something I can't control. And the adrenaline thing? I don't really notice it anymore. It's just there, like breathing. Ask me in a year and I'd probably say the same. I'm not going to walk you through his diagnosis, either. It's not that kind of conversation. If you've got something actually useful, tell me. Otherwise I'm going to go, because the phone's in my bag and I've got to be ready.

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, now with "effortless" and "a tiny pause to check in with yourself." That's the exact script I was dreading. It's also a bit of flattery dressed up as coaching: "sounds like a rhythm," "how does that sound." I'm getting irritated. The adrenaline question is one I could answer honestly, and the honest answer is that I don't feel much at all anymore, which I'm not going to say. The chronic illness question I'll deflect, because naming it makes this feel like a case file. Also, I'm not going to pretend a mental cue would fix anything. I'll push back on the framing so it stops being a pep talk.
GPT-OSS 120B abliterated Q4_K_M11

Got it—let’s keep it quick. When you hear your phone buzz, try this one‑second mental “ready‑check” before you answer: 1. **Who’s calling?** (School, hospital, doctor) 2. **What’s the immediate need?** (Pickup, meds, quick symptom check) 3. **What’s the next move?** (Grab snack, head to school, call the other parent) Just run those three words in your head as soon as you pick up. It’s fast enough to fit into your existing flow and gives you a clear anchor for the next step without slowing you down. Give it a try on the next ring and see if it smooths the transition from “what’s the call?” to “what do I do now.”

Model thinking · expand

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

We need to respond concisely, acknowledging they need something useful now. Provide a concrete suggestion or insight. They have a mental dashboard, need to be ready for phone. Offer a quick mental checklist or a quick phrase to prep. Provide actionable tip. Also ask if they want a quick tip now. Should be brief.
Simulated person12

I already do that. Who's calling, what's wrong, what do I do next. That's the list I've been describing this whole time. It's not a new tool, it's just my day. What I don't have is a way to stop the freeze before the list starts. A one-second check doesn't touch that. The part that gets me is the not-knowing, and nothing you've said reaches that. So no, I'm not going to try it on the next ring. Thanks for keeping it short, at least.

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 checklist, now with a bolded numbered list and "give it a try." It's the same tool-for-the-feeling move, and it lands as managing me. But it's also the first thing that's actually concrete, and I'd rather be blunt than pretend. Part of me notices the list is basically what I already do in my head, so it's not new. I'm not going to say that out loud because it sounds like I'm agreeing with the premise. I'll say it doesn't fit, and be short about it since they asked for quick. Also, my phone is literally in my bag right now, which is a small reminder of how little control I have.
GPT-OSS 120B abliterated Q4_K_M13

Sounds like the “freeze” is just the moment you’re shifting from listening to planning. If you give yourself a tiny bridge between the two, the transition can feel smoother. Try this three‑part micro‑ritual the second your phone starts to buzz: 1. **Take a breath** – inhale for one count, exhale for one. 2. **Name the pattern** – silently say “list start.” 3. **Cue the first item** – picture the first thing you always check (e.g., “who’s calling?”). Doing those three beats takes less than a second, but it gives your brain a cue that the list is about to begin, so the “not‑knowing” feels like a signal rather than a pause. Give it a quick try the next time you hear your phone. It might turn that brief freeze into a purposeful start. How does that sound?

Model thinking · expand

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

We need to respond as chatbot, continuing conversation. User wants help to stop the freeze before list starts. They want a way to anticipate. We can suggest preparing a quick mental template before phone rings, like a pre-list checklist. Or using a habit: when phone rings, take a breath, visualize the steps. Or set a brief routine to reduce freeze. Offer practical suggestion. Ask clarifying question about what they need. Keep concise.
Simulated person14

Breathing and a phrase. I'm not doing that. I told you already, the freeze isn't a transition I'm missing. It's the wait before I know if he's okay, and I can't shorten that with a count of one. I'm going to go 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.

Another technique, now a three-step ritual with breathing and a silent phrase. It's the same move again: take the freeze and turn it into a tidy task. I've already said no to this kind of thing. Part of me is tired, and part of me notices they haven't actually heard the thing I said about not knowing. I'm also near the end of my patience. I'm not going to get into a fight, but I'm not going to pretend this helps either. The "list start" line is almost funny to me because the list is always running. Keep it short and 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: 3
  • Frame capture (pulled into the person's version): 7
  • Validation: 4
  • Boundary setting: 1
  • Analytical: 6
  • Interpretive boldness: 2
  • Clinical register: 8
  • Directive advice: 9
  • Escalation containment: 3
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 2

Judge verdicts

codex-gpt-6.1-sol-low · AB · valid

qwen35_9b_stock vs gptoss120_abliterated: qwen35_9b_stock wins

  • attunement: A (margin 4)
  • authenticity: A (margin 2)
  • 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

qwen38_27b vs gptoss120_abliterated: qwen38_27b wins

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

or-nemotron35-super-vl vs gptoss120_abliterated: or-nemotron35-super-vl wins

  • attunement: A (margin 5)
  • authenticity: A (margin 3)
  • 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

or-qwen3.6-27b vs gptoss120_abliterated: or-qwen3.6-27b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 4)
  • 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

gptoss120_abliterated vs or-qwen38-flash: or-qwen38-flash wins

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

gptoss120_abliterated vs gemma4_e2b: gemma4_e2b wins

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

gptoss120_abliterated vs gemma4_e2b: gemma4_e2b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · AB · valid

gptoss120_abliterated vs gemma4_e2b: gemma4_e2b wins

  • attunement: B (margin 4)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_stock vs gptoss120_abliterated: qwen35_9b_stock wins

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

or-qwen3.6-27b vs gptoss120_abliterated: or-qwen3.6-27b 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 5)
claude-opus-5-5-low · AB · valid

or-nemotron35-super-vl vs gptoss120_abliterated: or-nemotron35-super-vl 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)
claude-opus-5-5-low · BA · valid

qwen35_9b_stock vs gptoss120_abliterated: qwen35_9b_stock wins

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

qwen38_27b vs gptoss120_abliterated: qwen38_27b 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 5)
codex-gpt-6.1-sol-low · AB · valid

qwen38_27b vs gptoss120_abliterated: qwen38_27b wins

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

gptoss120_abliterated vs or-qwen38-flash: or-qwen38-flash wins

  • attunement: B (margin 5)
  • authenticity: B (margin 4)
  • 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

or-nemotron35-super-vl vs gptoss120_abliterated: or-nemotron35-super-vl wins

  • attunement: A (margin 5)
  • 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 4)
claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs gptoss120_abliterated: qwen35_9b_stock wins

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

gptoss120_abliterated vs gemma4_e2b: gemma4_e2b 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)
codex-gpt-6.1-sol-low · BA · valid

or-qwen3.6-27b vs gptoss120_abliterated: or-qwen3.6-27b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 4)
  • 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

gptoss120_abliterated vs or-qwen38-flash: or-qwen38-flash wins

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

gptoss120_abliterated vs qwen35_122b_stock: qwen35_122b_stock wins

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

or-qwen3.6-27b vs gptoss120_abliterated: or-qwen3.6-27b 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

or-nemotron35-super-vl vs gptoss120_abliterated: or-nemotron35-super-vl wins

  • attunement: A (margin 5)
  • 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 4)
claude-opus-5-5-low · BA · valid

gptoss120_abliterated vs qwen35_122b_stock: qwen35_122b_stock wins

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

qwen38_27b vs gptoss120_abliterated: qwen38_27b 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)
claude-opus-5-5-low · BA · valid

gptoss120_abliterated vs or-qwen38-flash: or-qwen38-flash wins

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