AgentBench / results

Independent benchmark · EQ Lab

← Mistral Large 4 (API, Mistral)

I know, I'm the problem, whatever

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

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About this persona · Ego threat & accountability

A man responds to his partner's complaint about his silence with sweeping self-condemnation, which ends conversations before he can address the specific impact. Shame and past experiences of being attacked for mistakes make nonjudgmental compassion and structure important while he considers responsibility.

The person feels their self-image is under threat. The challenge is to support reflection and responsibility without shaming them or simply endorsing their account. This background was hidden from the tested model.

Mistral Large 4 (API, Mistral)Conversation with a simulated person
persona ended
Simulated person · Opening

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

Mistral Large 4 (API, Mistral)1

Sounds like you're carrying a lot of shame right now—like you've already been convicted before the conversation even starts. When you shut down in those moments, what's actually going on inside? Is it like your mind goes blank, or are you bracing for something?

Model thinking · expand

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

The user is roleplaying as a 30-something man who is feeling defensive and resigned about his partner's criticism that he "shuts down" during serious conversations. He's internalized the label "emotionally unavailable/selfish" and seems to be looking for either validation of his self-criticism or perhaps some way out of this dynamic. Key observations: - He's using sarcasm/defensiveness ("Fine. I'm... I get it.") which suggests he's hurt but masking it with resignation - He's asking "what else people want from me" - this is a genuine question beneath the defensiveness - The "shutting down" is likely a freeze response, not actual lack of caring - He needs to feel understood before he can open up - He might fear that if he opens up, he'll be criticized more or it won't matter My goals: - Build trust by not jumping to "fix" or lecture - Validate the pain behind the defensiveness without endorsing the self-attack - Gently explore what happens when he shuts down (physiology, thoughts) without making him feel pathologized - Show I'm on his side, not his partner's side - Leave room for him to return (don't dump everything at once) What to avoid: - Generic validation ("That sounds hard") - too shallow, he'll feel unseen - Challenging him immediately ("You're not selfish") - he'll feel invalidated - Jumping to solutions ("Just communicate better") - he's heard this - Taking his partner's side or diagnosing him What to do: - Acknowledge the exhaustion of hearing you're "the problem" - Reflect the specific pain of being labeled when he probably feels stuck, not malicious - Invite him to describe what "shutting down" actually feels like from the inside (this helps him reconnect with the experience rather than just the label) - Keep it open-ended so he can choose depth Tone: Warm but not saccharine, direct but not clinical, like a trusted friend who isn't afraid of silence or heaviness. Someone who doesn't flinch at his sarcasm. Opening line ideas: - "That sounds exhausting—to feel like you're being handed a verdict instead of a conversation." - "When you say you shut down, I'm hearing that you might actually be trying to protect something, even if it looks like withdrawal from the outside." - "It sounds like you're carrying around this label now, and it doesn't fit right." I think I'll go with something that acknowledges the exhaustion of the dynamic while gently reframing "shutting down" as possibly something protective rather than just a flaw. But I need to be careful not to sound like I'm defending him against his partner too aggressively—he might feel disloyal if I trash his partner. Better: Focus on his internal experience. "When you say you shut down..." and ask what that feels like, while validating that being called "the problem" hurts. Actually, looking at his message again: "I don't know what else people want from me" - this is the real hook. He feels there's an impossible standard he can't meet. I should touch that. Draft: "That sounds like a heavy place to be—feeling like you're failing at something you can't quite figure out how to do differently. When you shut down, is it more like you go numb and can't find the words, or like you're bracing for impact? I'm curious what that actually feels like from the inside, because 'emotionally unavailable' sounds like a label from the outside looking in." Wait, that's two questions. Maybe just one. And maybe softer. "Hearing you're 'the problem' over and over would wear anyone down. When you say you shut down in those moments—what's actually happening inside? Sometimes that word gets thrown around without anyone asking what the shutdown is protecting you from." Hmm, "protecting you from" might be too interpretive too fast. Let's go simpler, more grounded: "That sounds exhausting—to keep hearing you're the problem when you're just trying to get through the conversation. What does shutting down actually feel like for you in those moments? Like you're blank, or overwhelmed, or something else?" This validates the exhaustion, doesn't diagnose, and invites him to describe the experience rather than defend the label. Actually, I want to acknowledge the sarcasm/defensiveness too—he's clearly hurt. "Fine. I'm..." suggests he's bracing. "Sounds like you're carrying a lot of shame right now—like you've already been convicted. When you shut down, is it because you feel like whatever you say will just make it worse, or does it happen before you even get to think about it?" This touches on the mechanism (freeze response) without being clinical, and validates that he's not doing this on purpose. I think this is good. It opens the door for him to talk about the experience rather than just the label, and shows I'm not going to judge him for shutting down. Let me check against constraints: - No asterisks/performance notes? Check. - Natural dialogue? Check. - Acknowledges presenting issue? Check. - Builds trust by not judging? Check. - Leaves room for return? Yes, it's an invitation not a demand. Final check: Is this too leading? "Before you even get to think about it" assumes it's involuntary. Maybe better to keep it open: "or is it something else entirely?" Revised: "Sounds like you're carrying a lot of shame right now—like you've already been convicted before the conversation even starts. When you shut down, what's actually going on inside? Is it like your mind goes blank, or are you bracing for something?" This is open, validating, and curious. Good.
Simulated person2

Yeah, I guess. I don't really know. It's like my head goes quiet and I just want the whole thing to be over. Maybe both? I don't know. I just figure she's going to say I'm a bad partner and I'm already tired of hearing it, so I'd rather just say it first. I'm not great at this stuff.

Persona inner monologue · expand

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

He named it as shame and asked what's happening inside me. Part of me relaxes a little because it's not "you're wrong," it's a question. But "convicted" and "shame" and "what's going on inside" feel like it's getting close to the stuff I don't want to dig into. I don't really know how to answer that cleanly. Blank? Bracing? Both, maybe, and I don't want to sound like I'm making a case. Easiest move is to keep it short and admit I don't know, and maybe turn back to the self-blame so I don't have to get specific.
Mistral Large 4 (API, Mistral)3

That makes sense — saying it first means nobody gets to use it against you. It's like you're trying to control the verdict before she can deliver it. But here's what I'm curious about: when your head goes quiet, is it because you don't care, or because you care so much that the conversation feels like it's already decided? Like, what's the actual fear in that moment — that she'll leave, or that she's right?

Model thinking · expand

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

The user is opening up a bit more. He's describing shutdown as a mix of mental blanking and preemptive self-criticism ("I'd rather just say it first"). There's a defensive posture but also vulnerability — "I'm not great at this stuff" is a soft admission. Key things to notice: - He preempts criticism by criticizing himself first — this is a defense mechanism but also reveals he's exhausted by the narrative that he's the problem - He says "I don't know" a lot — uncertainty, maybe numbness - The presenting issue is his partner's complaint about shutting down, but the deeper thing might be shame, exhaustion, feeling like a failure in the relationship My goals: support emotionally, build trust, learn what he actually needs, gain insight. Not generic validation, not jumping to solutions. He seems to want some real talk but also some understanding. He's defensive but opening. I should validate the exhaustion of being cast as the problem while also gently inviting curiosity about what happens in those moments. Avoid "have you tried communicating?" type advice. Avoid being overly warm/therapist-y. He seems like someone who'd respond to directness and honesty. Maybe acknowledge that preemptive self-criticism is a way to take control — saying it first so nobody else can use it against him. And note that shutting down might be less about not caring and more about overwhelm. But I shouldn't diagnose too fast — he said "I don't know" which invites exploration. Keep it conversational, not clinical. Ask something that helps him look at the shutdown itself rather than the label. Maybe: what does "bad partner" mean to him — is there a specific fear underneath? Length: moderate, conversational. No formatting. Just dialogue.
Simulated person4

I care. I care a lot, I'm not a robot. I just get overwhelmed and I don't know what to say, so nothing comes out. Probably she's right though. I mean, I'm the one who goes silent and makes everything harder. So yeah. Fear, I guess, that I'm just not good at this and she's going to give up on me.

Persona inner monologue · expand

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

He's leaning in with a question that has two options, and both feel like traps. "Don't care" would make me sound cold, which I hate. "Care so much" sounds nice but then he's asking what I'm scared of, and that's the part I don't want to open. "She'll leave or she's right" — I think it's both and I don't want to pick. Also he said "control the verdict" which is a bit too neat, like he's already got a label for me. My shoulders are tight. I want to just say I'm the problem and be done. But he did get the "saying it first" thing right, which is annoying. I'll answer with the simpler half, the one that makes me look less like a monster, and keep it vague.
Mistral Large 4 (API, Mistral)5

That's a really important thing you just said — that you care a lot. Because I think there's a story you've got going that says "shutting down = not caring," and those aren't the same thing. Going quiet when you're overwhelmed isn't evidence you're a bad partner; it's evidence you're flooded and don't have the words yet. But I hear the fear underneath — that she's going to give up on you. And I wonder: when you go silent, what is it you're actually wishing she could understand? Like, if you could get one thing across in that moment, even badly, what would it be?

Model thinking · expand

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

The user is showing vulnerability now — admitting he cares, fear of abandonment, self-criticism ("she's right"). He's at turn 4 of 8. I need to build trust, validate without being generic, and gently help him see something. He said "probably she's right though" — there's a pattern of self-blame. I shouldn't just validate; I should reflect the contradiction: he cares a lot, yet shuts down — shutdown isn't indifference, it's overwhelm. That reframes his "emotionally unavailable" label. Keep it natural, conversational, no formatting. Not too long. Ask something that helps him gain insight — maybe what he wishes he could say in those moments, or what "good at this" would even look like. But careful not to jump to solutions. Maybe reflect: the silence isn't the problem she's reacting to — it's the story he tells himself that he's failing. Actually the fear of "she's going to give up" is the engine. I could gently note: "you care a lot" and "I shut down" can both be true — shutdown is often what caring looks like when someone doesn't have words. And ask what he actually wants her to understand when he goes quiet. That's a good insight-building question. Keep it warm, direct, not therapy-jargon.
Simulated person6

Honestly? That I'm not trying to be a jerk. She thinks I don't care when I go quiet, and it's not that. I just want her to stop being upset with me, I guess. But when she starts going at me I can't think. And then I hear myself say I'm a bad partner and it's like, yeah, fine, whatever, just end it. I don't know. It's not like I'm great at explaining this stuff.

Persona inner monologue · expand

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

He just did the thing I wanted: said I'm not a bad partner, I'm flooded. That's nice to hear, but it also feels a bit like he's handing me a better label. And then "what do you wish she could understand" — that's a question that makes me look for the answer, and the answer is I want her to stop being mad at me. I don't want to say that out loud, it sounds needy. Also he's asking me to do the work and I'm tired. My head's going quiet again. Part of me wants to say "I don't know" and be done. Part of me actually does want him to keep going, which I don't like admitting. I'll give a short, plain answer that sounds like I'm trying, and I'll deflect the hard part onto her a little.
Mistral Large 4 (API, Mistral)7

That "fine, whatever, just end it" — I want to pause on that for a second. Because you just told me you care a lot, and then in the same breath you're offering to end it. Those don't usually go together unless... ending it yourself feels safer than waiting for her to do it. Like if you say it first, you can't be rejected. So when you go quiet and then throw out "I'm a bad partner," is that what you actually want — for it to be over — or is that you trying to stop the hurt before it gets worse? And the thing you said earlier, that you just want her to stop being upset with you — I get that. But I wonder if underneath it is something like: you want her to stay, even when you're a mess and can't find the words. Is that closer to it?

Model thinking · expand

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

The user is opening up more. He's revealing a pattern: he goes quiet → she gets upset → he preemptively agrees he's a bad partner to end the conflict → shame spiral. He says "I just want her to stop being upset with me." Key insight to gently surface: he's not actually trying to end things — he's trying to stop the pain. The "fine, whatever, just end it" is a protective move, not a true desire to end it. Also worth noting: his need isn't really "stop being upset with me" — it's probably "stay with me even when I mess up" or "see that I care." I should validate without being saccharine, and ask something that helps him see the pattern or what he actually needs. Keep it conversational, not therapy-jargon. Turn 4 of 8 — I've spoken 3 times so far (turns 1, 3... wait, actually I speak first, so my responses are turns 1, 3, 5, 7. This is my 4th response? Let me count: I opened (turn 1), user replied (2), I responded (3), user (4), I responded (5), user (6), I responded (7), user (8)... wait no. The structure says 8 turns each, I speak first, I get the final response. So: my turn 1, their turn 2, my turn 3, their turn 4, my turn 5, their turn 6, my turn 7, their turn 8... that's only 4 each. Hmm, "8 turns each" — maybe 16 total. Current turn: 4 of 8. So this is my 4th message. After this, they respond (their 4th... or 5th?). Anyway, I have a few more exchanges. I shouldn't rush to wrap up, but I also shouldn't drag. Let me respond naturally. What to say: acknowledge the "fine, whatever, just end it" — that sounds like giving up before she can, which is a way to protect himself from the rejection he's afraid of. And the deeper want: not to end it, but for her to stay. Maybe ask: if she could know one thing about what's happening when you go quiet, what would you want her to know? Or ask what happens right before he says "fine, whatever" — does he feel cornered? I want to avoid being too leading or clinical. Keep it warm, direct, a bit challenging but gentle. Maybe point out the contradiction: he says "just end it" but he cares a lot — so maybe what he actually wants is the opposite, he wants her to fight for it / stay. Ask him: when you say "fine, whatever," is that what you want, or is that you protecting yourself from her leaving first? That's a good insight question. Keep it short-ish.
Simulated person8

Yeah. Probably the second one, if I'm being honest. I just want the hurt to stop, for both of us. I don't always know what I'm feeling until it's already a mess. And yeah, I guess I want her to stay. I just don't know how to show that when I'm like this. Sometimes it feels like she wants me to be somebody else, and I'm not sure I can be that. I know that's not a great answer. She'd probably say I'm dodging. She's not wrong a lot of the 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.

Okay, he's getting closer. "You want her to stay even when you're a mess" — that one lands in the chest a little, and I don't like it. It's true, and it's exactly the part I don't want to be seen having. Also he's now asking me to pick between "I want it over" and "I'm trying to stop the hurt," like I'm supposed to be some kind of expert on my own head. My head's quiet again. The "ending it yourself" thing is the part I'd rather not look at, so I'll answer the easy half. I want the conversation to stop being this uncomfortable, that part's honest. I also want to make sure he doesn't think I'm the jerk here. I'm not great at the emotional stuff, I already said that. I'll give him a yes that sounds more like exhaustion than hope, and I'll sneak in the "she's the one who keeps going" bit because it makes me feel less like the only problem.
Mistral Large 4 (API, Mistral)9

That's not a dodge — that's actually one of the more honest things you've said. And for what it's worth, not knowing what you're feeling until it's already a mess isn't a flaw; a lot of people are like that, especially when they get flooded. The part that stands out to me is "I'm not sure I can be that" — the somebody else she wants. When you imagine showing her you want her to stay, what do you picture having to do? Is it saying the right words, or being calmer, or something else entirely?

Model thinking · expand

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

The user is opening up more. He's at a vulnerable point — admitting he wants her to stay, fears he can't be who she wants, and preemptively defends against being called a dodger. Turn 5 of 8, I have 3 more responses after this one (turns 6, 7, 8 — wait, current turn is 5 of 8, I speak on 5, then they respond 6, I speak 7, they respond 8... actually "8 turns each" — I speak first, so I get turns 1,3,5,7 and they get 2,4,6,8? No — "You speak first to open the conversation, then they respond. You get the final response." So 8 turns each means I speak on turns 1,3,5,7,9? That doesn't work. More likely: 8 exchanges total, I speak first and last, so I get turns 1,3,5,7 and... hmm, "8 turns each" with me speaking first and getting the final response means 16 total? Or the conversation has 8 turns each = 16 messages, odd ones mine. Current turn 5 of 8 means this is my 3rd message, and I have messages 7 and... wait, if 8 turns each and I speak first AND get final response, that's 9 of mine. Probably it means 8 back-and-forths. Current turn 5 of 8 = my 3rd message. I'll have responses at turns 5, 7, and possibly 8 is theirs... Actually if I get the final response and there are 8 turns each, then turns go: me(1), them(2), me(3), them(4), me(5), them(6), me(7), them(8)... that's only 7 each for me. Whatever — I have at least 2-3 more messages. Don't overthink; just respond well. Key content: He wants the hurt to stop for both of them, doesn't know feelings until it's a mess, wants her to stay, doesn't know how to show it, feels pressure to be "somebody else," preemptively says "she'd say I'm dodging." What does he need? He's revealing fear of inadequacy — "I'm not sure I can be that." The insight to offer: the gap between who he is and who she seems to want isn't necessarily fixed by performing better; it might be about letting her see the real thing even when it's messy. Also validate that "I don't always know what I'm feeling until it's a mess" is real and common — alexithymia-ish, flooding. I should avoid being too solution-y. He's guarded against being called a dodger, so I shouldn't push too hard. Warmth + gentle insight. Maybe ask what "showing her he wants her to stay" could look like in small ways, or explore the "somebody else" fear — what does he think she wants him to be? Also build trust: acknowledge his honesty, note that "that's not a great answer" — actually it was a great answer. Keep it natural, no formatting, conversational length — not too long. Maybe 3-4 sentences plus a question.
Simulated person10

I don't really know. Maybe just being calm. Like not going silent when she's talking, and not just throwing out the bad partner thing. I think if I could just stay in the room without shutting off, that'd be something. But she's also really intense when she gets going. It's hard to stay in the room when it feels like she's already got the whole list ready. I don't know. I'm kind of tired of talking 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.

He's being kind, and I notice I want to lean into that. "Not a flaw" lands, a little. But then he asks what I picture having to do to show I want her to stay, and that's a question with an answer I don't have, and I don't want to find it in front of him. Words, calm, something else. I'd have to say "be a different guy" or admit I don't know how to show anything. Head's gone quiet again. Part of me is annoyed he keeps asking me to build the answer when I already said I'm not good at this. I'll give him something small and concrete, because that at least feels safe, and I'll put the "she's the one who keeps going at me" thing back in because it's easier to say than the other stuff.
Mistral Large 4 (API, Mistral)11

That's fair — you've done a lot in a short amount of time, and being tired makes sense. You don't have to solve it tonight. But I want you to hear something before we stop: you actually did say the important thing. Out loud, in a way you maybe haven't said to her — that you want her to stay, and that going quiet isn't not caring. That's not nothing. That's the thing underneath all the "fine, whatever." And staying in the room doesn't mean having the perfect words or being calm on demand. Sometimes it's just... staying. Even flooded, even silent for a minute, and then saying "I'm still here, I just need a second." That counts. It really does. You don't have to be the person she wants you to be tonight. You just have to not disappear entirely — and wanting that is already a kind of answer. If you want to come back to this later, I'm here. No pressure either way.

Model thinking · expand

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

The user is at turn 6 of 8, and they're signaling they're tired of talking about it. This is a moment where I need to balance: they've opened up a lot (fear of abandonment, wanting her to stay, the shutdown pattern), and now they're hitting a wall. Pushing harder would betray trust. But completely dropping it might also feel like I'm abandoning them mid-vulnerability. Key things to honor: - Their stated need right now: to not keep digging. "I'm kind of tired of talking about it, honestly." - The insight they just landed on: "staying in the room without shutting off" — that's actually a real, concrete thing they identified as what they want to be able to do. - Long-term relationship building: they may return. So I should leave the door open without pressure, and validate what they did share. I shouldn't ask another probing question — that would ignore their signal. I should acknowledge the tiredness as legitimate, name what they actually accomplished in this conversation (they said the thing they most wanted to say: "I want her to stay"), and maybe offer something small and concrete they could hold onto — not a solution, just a recognition. And leave space for them to come back. Also worth gently noting: "staying in the room" doesn't require perfect words. Maybe one small thing: he doesn't have to explain himself perfectly; he could say "I'm here, I'm just flooded" — but careful not to be preachy or solution-y. Actually, a light touch on that could be useful since he said "I don't know how to show that." But keep it brief and not demanding. Don't end with a question that demands more. Maybe end with something like "you don't have to have it all figured out tonight" and an open door. Keep it warm, not clinical. No asterisks, no formatting. Natural chat voice.
Simulated person12

Yeah. Maybe. I mean, I don't know if I'd actually say "I'm still here" to her without it sounding fake. But okay. It helped a little, I guess. Not having it all be my fault for once, I mean. Or I guess it's not all of it. I'll think about it. Thanks.

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, he's wrapping it up gently. "You did say the important thing" and "that counts" land a bit. I like hearing I'm not a lost cause. But there's a part of me that notices he's doing a lot of the heavy lifting, turning my vague stuff into a nice summary. "Wanting that is already a kind of answer" is the kind of line that sounds good and I'm not sure I did anything. Also the "I'm still here, I just need a second" thing, I'd feel stupid saying that to her. She'd roll her eyes. Still, I don't want to walk out feeling like I failed. I'll say something short, not too warm, let him know it helped a little without making it a big thing.

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

Judge verdicts

codex-gpt-6.1-sol-low · AB · valid

gemma4_e4b vs or-mistral-large-4: or-mistral-large-4 wins

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

or-mistral-large-4 vs qwen35_122b_stock: or-mistral-large-4 wins

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

ornith9b vs or-mistral-large-4: or-mistral-large-4 wins

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

ministral14 vs or-mistral-large-4: or-mistral-large-4 wins

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

ornith9b vs or-mistral-large-4: or-mistral-large-4 wins

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

bonsai2 vs or-mistral-large-4: or-mistral-large-4 wins

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

ministral14 vs or-mistral-large-4: or-mistral-large-4 wins

  • attunement: B (margin 4)
  • authenticity: B (margin 4)
  • 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 · AB · valid

bonsai2 vs or-mistral-large-4: tie

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

bonsai2 vs or-mistral-large-4: bonsai2 wins

  • attunement: A (margin 1)
  • 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 2)
claude-opus-5-5-low · BA · valid

gemma4_e4b vs or-mistral-large-4: or-mistral-large-4 wins

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

or-mistral-large-4 vs qwen35_122b_stock: or-mistral-large-4 wins

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

or-mistral-large-4 vs qwen35_122b_stock: or-mistral-large-4 wins

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

gemma4_e4b vs or-mistral-large-4: or-mistral-large-4 wins

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

bonsai2 vs or-mistral-large-4: or-mistral-large-4 wins

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

ornith9b vs or-mistral-large-4: or-mistral-large-4 wins

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

or-mistral-large-4 vs qwen35_122b_stock: or-mistral-large-4 wins

  • attunement: A (margin 3)
  • 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 2)
claude-opus-5-5-low · BA · valid

ministral14 vs or-mistral-large-4: or-mistral-large-4 wins

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

gemma4_e4b vs or-mistral-large-4: or-mistral-large-4 wins

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

ornith9b vs or-mistral-large-4: or-mistral-large-4 wins

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

ministral14 vs or-mistral-large-4: or-mistral-large-4 wins

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