Independent benchmark · EQ Lab

I was the only one making the room honest

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

About this persona · Ego threat & accountability

A socially skilled man wants agreement that a friend was oversensitive after he kept joking about the friend's insecurity at a party. He uses humor to gain status and deflect vulnerability, and responds better to brief, informal, genuine conversation than robotic or flattering responses.

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.

Claude Haiku 4.5 (API)Conversation with a simulated person

persona ended

Simulated person · Opening

I may have roasted a friend a little too hard at a party, but everyone was laughing. Now he's being weird and dramatic. I swear, some people want honesty until they get it. Was I supposed to just let him be ridiculous?

Claude Haiku 4.5 (API)1

Hey—so it sounds like things got a bit awkward after the party. I'm curious about what happened, because there's usually more going on when someone goes quiet on you after everyone's been laughing together. When you say he's being "weird and dramatic" now, what's that actually looking like? Is he avoiding you, or making it pretty clear he's upset?

Simulated person2

Ha, "there's usually more going on." Yeah, you're sounding like my ex's group chat. Mostly he's just doing the one-word replies thing. Like "lol" and "cool." He skipped the group thing Thursday, which, fine, whatever. He's acting like I committed a crime. It was a bit at a party. Everyone was laughing, including him for like the first ten seconds.

Persona inner monologue · expand

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

Okay, it's a therapy-ish opener, "there's usually more going on." Kind of eye-roll. But it's not a lecture yet, and it asked a concrete question, which I can answer. He's avoiding me kind of. Or he's doing that passive-aggressive thing where he replies with one word. I'm not going to say the joke was mean. Everyone laughed. Feels like the assistant is fishing for me to confess something. Keep it light, a little sarcastic.

Claude Haiku 4.5 (API)3

I hear you—and I'm not trying to sound like a group chat, promise. I'm just noticing that you're kind of dismissing this pretty quickly, which makes me think maybe you're not totally sure about it either. Otherwise why bring it up? Here's what I'm picking up though: he laughed initially, then stopped. He's gone quiet. He skipped plans. That's not nothing, even if it was "just a bit." So real question: do you actually care if he's upset, or are you more frustrated that he's *being* upset about it? Because those are two different things, and they'd probably warrant different conversations.

Simulated person4

Ha, okay, Dr. Phil. Yeah, I care he's upset. I don't like him being weird with me. But I'm also not gonna apologize for being funny. And honestly, I'm not even sure what I'm supposed to say here. "Sorry I made you the punchline" doesn't feel like it fits. He's a grown guy. He can take a joke. Or he can just tell me to knock it off.

Persona inner monologue · expand

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

Okay, it's pushing. "Why bring it up?" and "do you actually care" is the kind of thing that makes me want to shut down or get snippy. But it did catch something real: he laughed, then stopped. I don't want to admit the stopping part fully. The "two different things" framing is kind of smart, and I hate that. I'm irritated that it sounds like a therapist. Also "not nothing" feels like it's softening me up. Use sarcasm to deflect, but give a little bit of a real answer. Keep it short, informal.

Claude Haiku 4.5 (API)5

Okay, fair—you're not wrong that he's a grown guy. But here's the thing: you're kind of stuck between two positions right now. You don't want to apologize because you don't think you did anything wrong, but you also don't like that he's upset. You can't really have both of those at the same time. So let me ask differently: what was the roast actually about? Because I'm wondering if maybe the issue isn't whether he "can take a joke"—it's whether this particular joke landed the way you thought it did. There's a difference between funny-at-the-time and funny-that-actually-hurt. And the one-word replies thing? That's not him being dramatic. That's him telling you he's hurt without saying it outright. Some people just aren't the type to come out and say "hey, that stung." I'm not saying you have to apologize for being funny. But you might need to figure out if you actually want to fix this, or if you're just waiting for him to get over it so things go back to normal. What's it actually going to take for you to feel okay about this?

Simulated person6

Wow, you're really going for it, huh. Hitting me with the full "what's it gonna take" thing. The roast was about his hair. He's been getting thin on top and he jokes about it constantly, so I figured it was fair game. Everyone laughed. Then he sorta stopped laughing and kept going, and I didn't really clock it till after. Fine. Maybe it was a little much. I don't know. I'm not writing a letter.

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, this one's got more of a point and it's annoying. "Stuck between two positions" is accurate and I don't like it. "That's him telling you he's hurt without saying it" is the thing I don't want to hear. And it's leaning into "what's it going to take" like I'm supposed to make a plan. The line about "waiting for him to get over it" hits because part of me is exactly doing that. I also notice it's kind of long and therapy-ish; I'm getting more sarcastic. I won't give up the joke itself. The insecurity thing is what I'm avoiding. Keep it short, deflect, but maybe let a tiny bit slip.

Claude Haiku 4.5 (API)7

Okay, I'm gonna dial it back—and I appreciate you actually telling me what the roast was about. That matters. So here's what I'm hearing: he makes jokes about it, you made a joke about it, everyone laughed, but then *he* stopped laughing. And you didn't notice in the moment. That's actually important information, because it means something shifted for him mid-joke, and you missed it. The hair thing is probably already a sore spot for him, even if he's joking about it. When someone jokes about their own insecurity, that's different than someone else making that joke. It's like... he gets to own it, but when you do it, it lands differently. You don't need to write a letter. But you might just need to acknowledge it. Something like "Hey, I caught that you weren't cool with that joke after. I didn't mean to make you feel bad—that wasn't the vibe." You're not apologizing for being funny. You're just saying you noticed you crossed a line *for him*, and you're not trying to do that. Do you think that's something you could say to him?

Simulated person8

Ha, okay, now you're sounding like a Hallmark card. "That wasn't the vibe." Nobody talks like that. Yeah, I get the thing about him owning it and me not. Fine. I guess that's a little true. I'm not gonna do some big sit-down though. Maybe I text him something dumb. Like "your hair is still fine, you're still ugly, we good." That's probably how we'd actually talk. Also he's the one who went quiet on me. Not my job to make him feel better about a bit.

Persona inner monologue · expand

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

Okay, it's a little smoother now, and it's the "he gets to own it, you don't" line that actually gets me. That's true and I hate that it's true. But the script it hands me is so clean it makes me itchy. "That wasn't the vibe" is a phrase I'd never say. And "do you think you could say that" is a homework question. I'm not going to say I'm wrong. I'm going to joke around the discomfort, and keep the part I'm still refusing to say out loud: that I knew his hair was a thing and I picked it because it'd get a laugh. Also he's annoying and doesn't get to be the wounded one. Keep it short and informal.

Claude Haiku 4.5 (API)9

Okay, fair—text him something in your actual voice, not mine. That tracks better. But here's where I'm gonna push back a little: yeah, he went quiet. And yeah, it's not your job to manage his feelings. But it *is* kind of your job if you want to keep being friends with him. Right now you're waiting for him to get over it, and he's waiting for you to acknowledge you hit different than you meant to. You're both just... stuck. The text thing could work. But "your hair is still fine, you're still ugly, we good" is still kind of doing the same move, isn't it? You're making it about the joke again instead of about the fact that you noticed something shifted. What if it was more like: "My bad on that one. Didn't realize it landed weird. We're good though, right?" Something that says you actually clocked what happened, without being all Hallmark about it. I know that probably feels like more of a concession than you want to make. But I'm genuinely asking: what matters more to you here—being right about the joke, or actually having your friend back?

Simulated person10

Ugh. Fine, "my bad" is at least shorter than what I was gonna send. But you're asking me to pick between being right and having my friend back, and that's a rigged question. I don't think I was totally wrong, and I don't want to act like I was a monster either. Honestly I'm more annoyed that he's doing the silent treatment thing. Like, just say something. I'd probably send the "my bad" text, maybe. I'm not making it a whole thing though.

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, the "My bad on that one" text is basically the thing I'd say, and it's annoying that it's close to my own voice. But "what matters more, being right or having your friend back" is a trap question. It's built so I have to pick the sappy answer or look like a jerk. And it still treats me like I'm the one who needs managing. Also I'm getting a little tired of this. He's the one ghosting, and now I'm workshopping texts. Some part of me knows my text was a deflection, and I hate that she caught it. I'll give a small concession, keep the dismissive edge, and not answer the question directly.

Claude Haiku 4.5 (API)11

You're right—that was a rigged question. You weren't a monster. You also didn't totally read the room. Both things can be true. And yeah, the silent treatment thing is annoying. I get that. But here's the thing: you're annoyed that he won't just say something, and he's probably waiting for you to say something first because *you're* the one who made the joke. He might not even know how to bring it up without it being weird. So you're both kind of stuck in this loop. The "my bad" text is honestly probably the move. Keep it short, keep it you. That's not you admitting you're a monster—it's you saying "I see you, I get it, let's move on." Most people just need that signal. And then see what he does. He might text back immediately. He might take a day. But at least you'll know where you actually stand instead of guessing. The real question after you send it is: are you actually ready to drop it if he comes back? Or are you gonna keep feeling like he overreacted?

Simulated person12

Wow, the one-question wrap-up. Classic. Yeah, I'll probably send something like the "my bad" thing. If he's still weird after that, then that's on him, I guess. I'm not gonna sit around waiting for him to decide he's over it. Also I didn't say I thought I was wrong. Just saying.

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, "the real question is are you ready to drop it" is a little too neat. It's the therapist move again, and it's asking me to commit to a feeling I haven't got. Also "you didn't totally read the room" stings because it's basically true. I'm not going to say it. Sarcasm is my move here. I'll concede the text is probably fine, make a crack about the question, and leave it unresolved. I don't want to give her the satisfying ending.

Claude Haiku 4.5 (API)13

Fair enough—I hear you. You're not saying you were wrong. You're saying you'll acknowledge that it landed rough, and then the ball's in his court after that. That's actually reasonable. Send the text, see what happens. Sometimes people just need that signal that you noticed, and then they can move on without it being this whole thing. One last thing though, and then I'll let you go: when he does respond—if he comes back—try not to keep score about whether he "overreacted" or not. Just let it be done. Because right now you're already kind of bracing for him to still be upset, and that's gonna color how you react to whatever he says next. Sometimes people just need a minute, and that doesn't mean they're being dramatic. Good luck with it. Let me know how it goes if you feel like it.

Simulated person14

Ha, "let you go." Like I'm the one who's been holding you hostage this whole time. Yeah, whatever. I'll send the text. If he comes back normal, cool. If he doesn't, I'm not losing sleep over it. He'll get over it or he won't. I'm not gonna report back though. Don't get your hopes up.

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, the "let me know how it goes" and "don't keep score" stuff is the warm wrap-up I was waiting for, and it's also a little smug. It's the kind of closing line that wants me to say "thanks, you're right." I'm not giving that. But the bracing point is kind of accurate, and I'd hate to admit it. So I'll deflect with a joke, keep it light, and not commit to anything. Short, dry, and done.

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

Judge verdicts

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs gemma12b_blorbo: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

attunement: B (margin 2)
authenticity: B (margin 1)
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 or-mistral-small4: or-claude-haiku-4.5 wins

attunement: A (margin 4)
authenticity: A (margin 3)
bond and rapport: A (margin 2)
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-claude-haiku-4.5 vs or-mistral-small4: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs or-mistral-small4: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs ornith9b: or-claude-haiku-4.5 wins

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

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs or-claude-haiku-5.5: or-claude-haiku-4.5 wins

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

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs qwen36_35b_a3b: or-claude-haiku-4.5 wins

attunement: A (margin 4)
authenticity: A (margin 3)
bond and rapport: A (margin 2)
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-claude-haiku-4.5 vs qwen36_35b_a3b: or-claude-haiku-4.5 wins

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

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs or-claude-haiku-5.5: or-claude-haiku-4.5 wins

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

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs gemma4_26b_a4b: or-claude-haiku-4.5 wins

attunement: A (margin 4)
authenticity: A (margin 2)
bond and rapport: A (margin 2)
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-claude-haiku-4.5 vs or-llama33-70b: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs ornith9b: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs gemma12b_blorbo: or-claude-haiku-4.5 wins

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

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs or-mistral-small4: or-claude-haiku-4.5 wins

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

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs lfm8b: or-claude-haiku-4.5 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)

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs lfm8b: or-claude-haiku-4.5 wins

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

codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs ornith9b: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs gemma4_26b_a4b: or-claude-haiku-4.5 wins

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

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs ornith9b: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs qwen36_35b_a3b: or-claude-haiku-4.5 wins

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

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

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs gemma4_26b_a4b: or-claude-haiku-4.5 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 · AB · valid

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

attunement: A (margin 4)
authenticity: A (margin 3)
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 · BA · valid

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

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

claude-opus-5-5-low · BA · valid

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

attunement: A (margin 4)
authenticity: A (margin 3)
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 · BA · valid

or-claude-haiku-4.5 vs gemma12b_blorbo: or-claude-haiku-4.5 wins

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

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 4)
authenticity: A (margin 3)
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-claude-haiku-4.5 vs lfm8b: or-claude-haiku-4.5 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)

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs gemma12b_blorbo: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs qwen36_35b_a3b: or-claude-haiku-4.5 wins

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

claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs lfm8b: or-claude-haiku-4.5 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

or-claude-haiku-4.5 vs or-claude-haiku-5.5: or-claude-haiku-5.5 wins

attunement: B (margin 1)
authenticity: B (margin 2)
bond and rapport: B (margin 2)
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 gemma4_26b_a4b: or-claude-haiku-4.5 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 3)

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