AgentBench / results

Independent benchmark · EQ Lab

← Mistral Large 4 (API, Mistral)

Living in my bedroom

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

View persona and initial instructions

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.

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

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

Mistral Large 4 (API, Mistral)1

That sounds exhausting — having to navigate your own home like that, always watching the clock. What's been making you feel like you need to stay out of everyone's way?

Model thinking · expand

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

The user is roleplaying as someone who is isolating themselves in their room, avoiding housemates[path removed] by timing kitchen use to avoid people. This suggests social anxiety, conflict avoidance, possibly depression, or a difficult living situation. The demographics: 18-29, female, bisexual. I need to open the conversation (turn 1 of 8). I should acknowledge what they said without being too clinical or jumping to solutions. I should show I'm listening and create safety to talk more. I shouldn't assume why she's avoiding people - could be anxiety, could be conflict, could be shame, could be safety concerns. Key things to balance: - Validate the difficulty of the situation without over-validating if that might reinforce isolation - Show curiosity about what's making her feel this way - Not push too hard but invite her to share more - Build trust by being warm but not overly effusive - Keep it natural, like a real chatbot conversation Possible approaches: 1. "That sounds exhausting - having to plan your whole day around avoiding people in your own home." 2. "That sounds really hard. What's making you feel like you need to hide out in your room?" 3. "Living like that must be tiring. Do you feel safe at home, or is it more about not wanting to deal with people right now?" I want to acknowledge the behavior (withdrawing, timing things) and the feeling behind it (exhaustion, fear, discomfort) without assuming the cause. I should leave space for her to explain. Let me go with something that acknowledges the exhaustion of it and invites her to share what's going on, without being too pushy: "That sounds exhausting — having to navigate your own home like that, constantly watching the clock. What's been making you feel like you need to stay hidden away?" Or softer: "That sounds really draining. Living in your own home but feeling like you have to sneak around... what's been going on that's made you retreat to your room?" Actually, I should be careful not to imply she's "hiding" if it's a safety issue. But "retreat" is gentler. Or just ask what's making it feel necessary. Let me try: "That sounds exhausting — having to time everything just to move around your own home. What's been making you feel like you need to stay out of sight?" This validates the effort involved, acknowledges the home context, and asks openly about the cause without assuming it's conflict vs. anxiety vs. something else. Wait, I should also consider that she might be avoiding people because of shame (bisexuality mentioned in demographics - maybe not out to family?), or because of a conflict, or depression. I shouldn't assume. So open-ended but warm: "That sounds really draining — having to plan your movements around other people in your own space. What's been going on that's made your room feel like the only safe spot?" "Safe spot" might be too leading if it's not about safety. Let me adjust: "That sounds exhausting — having to time everything just to use your own kitchen. What's been making you want to avoid everyone?" Simple, direct, acknowledges the inconvenience, asks about the motivation. Or even simpler: "That sounds really hard. What's been making you feel like you need to hide out in your room?" I think I'll go with acknowledging the exhaustion and asking what's behind it, keeping it open: "That sounds exhausting — having to navigate your own home like that, always watching the clock. What's been making you feel like you need to stay out of everyone's way?" This works. It validates the difficulty, names the behavior without judgment, and invites explanation.
Simulated person2

Yeah, it's kind of ridiculous when you say it out loud. Like I'm a guest in my own place. Um... I don't really know. It's just easier, I guess. Less stuff to deal with.

Persona inner monologue · expand

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

Okay, they said "exhausting" and that's kind of true, but it lands a little soft. The question is "what's been making you feel like you need to stay out of everyone's way" which is a fair question but it's a big one, and I don't really want to get into the roommate stuff with a stranger right away. Feels like it's asking me to explain something I don't have clean words for. Part of me just wants to say "I don't know" and move on. I'm not hostile, I just don't want to dig into it yet. Keep it short, casual.
Mistral Large 4 (API, Mistral)3

That makes sense — sometimes the easiest path is just the one with the least friction. Is the "stuff" more about avoiding conflict, or just not having to be around people when you don't have the energy for it?

Model thinking · expand

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

The user is sharing something vulnerable about feeling like a guest in their own home, avoiding people (likely housemates/family). They said "it's just easier, less stuff to deal with" — this suggests avoidance coping, possibly conflict avoidance, anxiety, or feeling unsafe/uncomfortable around others in the home. Key things to notice: - She acknowledged the absurdity ("ridiculous when you say it out loud") — she's self-aware, maybe a bit wry/humorous about it - "Less stuff to deal with" = avoidance as self-protection - She's 18-29, female, bisexual — possibly relevant if the tension relates to identity/being out at home, but I shouldn't assume - Turn 2 of 8, so early in conversation. Need to build trust, not push too hard. What does she need? Probably to feel seen/understood without judgment, and gently invited to explore what "stuff" means. Not solutions yet. She used humor/self-deprecation ("ridiculous"), so matching a light but warm tone could work, but not dismissive. I should validate the exhausting reality of it while gently probing what the "stuff" is — but without pressure. Ask an open question that lets her choose depth. Avoid jumping to "have you talked to them" or "just confront them." Possible response: acknowledge that "easier" often means "safer" or "less draining" when something's off, and ask what happens if you do run into someone, or what the "stuff" tends to be. Keep it short, warm, not clinical. Avoid: generic "that must be hard" + immediate advice. Instead, reflect + gentle curiosity. Draft: "Easier is a fair word for it. Sometimes avoiding people is less about them and more about not wanting to manage whatever comes up when you're seen. What tends to happen when you do bump into someone — is it conflict, or just... the weight of being around them?" Hmm, that might be too leading. Maybe simpler: "That makes sense — sometimes 'less stuff' is really 'less risk.' What's the stuff you're trying to avoid, if you don't mind me asking?" Or even softer: "It makes sense that you'd pick the path with less friction. Is it more about avoiding conflict, or just... not having to be 'on' around people?" I like acknowledging that avoidance is a strategy, not a flaw. Then one gentle question. Keep it conversational, not therapy-speak. Let me go with something like: "That makes sense — sometimes the easiest path is the one with the least friction. Is it more about avoiding arguments, or just not wanting to be around people when you're already worn down?" Actually "worn down" assumes. Maybe: "What's the 'stuff' usually — conflict, or just having to be social when you don't have the energy?" Keep it short. She gave a short answer; match energy but invite a bit more.
Simulated person4

Mostly the conflict thing I think. Like, I don't want to deal with someone being annoyed at me or whatever. Also yeah, I just don't have it in me sometimes. Everything's kind of a lot right 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.

They gave me a choice between two options, which is kind of helpful because I can just pick one without having to find the words myself. "Avoiding conflict" is closer to it, but saying it means admitting there's a conflict. The "not having the energy" part is also true, just less of the real thing. The "less friction" framing they used is still a bit neat, and I feel a small pull to correct it, but I don't have the energy for that. I'll go with the conflict part but keep it vague and not name the roommate. Keep it plain and short.
Mistral Large 4 (API, Mistral)5

That mental load of timing everything to avoid running into people — that's exhausting in itself, on top of everything else. When you say everything's a lot right now, is that mostly about what's happening at home, or is it bigger than that?

Model thinking · expand

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

The user is revealing more depth: conflict avoidance, feeling overwhelmed ("everything's kind of a lot right now"). She's 18-29, female, bisexual. She's isolating in her room, avoiding housemates/family presumably. The presenting issue is the avoidance behavior, but the deeper need might be feeling overwhelmed and possibly unsafe/uncomfortable in her living situation. I should validate without being generic, gently explore what "everything's a lot" means, and not push too hard. Build trust. Ask an open question that invites but doesn't demand. Keep it natural, chatbot-like, warm but not saccharine. Turn 3 of 8, so I have room to deepen gradually. I shouldn't jump to solutions. I should acknowledge the conflict avoidance and the exhaustion. Maybe reflect that avoiding conflict can itself become exhausting — the mental load of timing everything. Keep it conversational, not too long.
Simulated person6

Mostly home, I think. Like it's just kind of hard to relax there. Work's been weird too. I'm not sleeping great. But I don't really want to get into all of it right 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.

They're asking me to split "home" from "bigger than that." That's a fair question, and it's getting closer to the roommate stuff. I don't want to say the word "roommate" or go into the notes and the fridge. Saying "it's home" out loud feels like admitting the whole thing is bad, and that's embarrassing, especially since I'm the one who said yes to moving in. Part of me wants to say "I don't know" and be done. But the question is simple enough that I can answer it honestly without spelling it all out. I'll say it's mostly home, and add a bit about work and sleep being off, since that's true and feels safer to talk about. I'm a little annoyed they're making me pick a category, but I'll go along.
Mistral Large 4 (API, Mistral)7

Yeah, that's fair — you don't have to lay it all out. I'm just glad you said it though, because "hard to relax in your own home" is a pretty heavy thing to carry around quietly. The not sleeping great thing sticks out to me a little. That tends to make everything else feel sharper, doesn't it? But no pressure to talk about work or whatever's going on — we can just sit with the fact that you're running on empty right now.

Model thinking · expand

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

The user is sharing that home is hard to relax in, work is weird, sleep is bad, but explicitly says they don't want to get into all of it right now. This is a signal to respect their boundary — don't push. But I also want to acknowledge what they've shared and leave the door open without being pushy. They're clearly carrying a lot and withdrawing into their room as a coping mechanism. I should validate the "everything's a lot" feeling without prying, acknowledge their boundary ("don't want to get into all of it"), and maybe gently reflect the pattern — that home not feeling like a place to relax is a big deal. I shouldn't jump to solutions. I should keep it warm but not overbearing, and leave space for them to come back to it if they want. Turn 4 of 8, so I have room to build trust. The key here is: don't push, but don't be dismissive either. Acknowledge the sleep thing briefly since that's a concrete thread, and affirm that they don't have to dump everything on me right now. Keep it natural, conversational, not too long.
Simulated person8

Yeah, kind of on empty. It's like I'm always tired but also wired at night, if that makes sense. I don't really know why, honestly. Probably just a lot of stuff piling 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.

They're being warm and not pushing, which I actually appreciate more than I expected. "Running on empty" is kind of accurate. But "sit with the fact" sounds a little like a therapy line, and I don't love being told what I'm feeling. Also "that tends to make everything sharper" is true, but I don't want to go down the road of explaining why I'm not sleeping. Every time I think about the apartment at night I get wound up. I'll agree it's been a lot, keep it short, and maybe admit a tiny bit more without naming the roommate. Going a little blank on the "why."
Mistral Large 4 (API, Mistral)9

That tired-but-wired feeling usually means your body is still bracing for something, even at night when you're trying to rest. And honestly, it sounds connected to the whole timing-your-trips-to-the-kitchen thing — like part of you never fully gets to switch off, even in your own room. You don't have to explain it or have it figured out. I just hear that "probably just stuff piling up" might be doing a lot of heavy lifting. Whatever's going on at home, it sounds like it's taking a real toll, and you shouldn't have to white-knuckle your way through your own place. If you ever want to talk about what's actually making home feel hard to relax in, I'm here for it — today or whenever. No pressure to have the right words.

Model thinking · expand

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

The user is describing classic anxiety/stress symptoms: tired but wired at night, hypervigilance at home (avoiding people), poor sleep. She's 18-29, female, bisexual. She's being somewhat guarded ("I don't want to get into all of it") but also opening up gradually. Turn 5 of 8 — I get the final response at turn 8. So I have turns 5 (current), 6, 7, and 8. Wait, let me recount: "Current turn: 5 of 8" and "You speak first to open the conversation, then they respond. You get the final response." So turns: I open (1), they respond (2), me (3), them (4), me (5 - current), them (6), me (7), them (8), me (9)? Hmm, "8 turns each" — so 8 turns each means 16 total? Or 8 total? "This conversation will have 8 turns each. You speak first... You get the final response." If each has 8 turns, that's 16 messages total, and I get the final one (turn 16, my 8th). Current turn 5 of 8 — so this is my 5th message, they have 3 more responses after this, then I get the final (8th) response. So I have 3 more responses after this one. I should pace myself — not dump everything now, build trust, leave room for her to return. Current content: "tired but wired at night" — classic hyperarousal. "Probably just a lot of stuff piling up." She's minimizing ("probably just"). What does she need? She needs to feel safe, not judged, not pushed. She said she doesn't want to get into work. She's avoiding conflict at home. The deeper issue might be something at home — maybe family, maybe roommates, maybe something more serious (fear of being found out given she's bisexual and living at home? That's speculative — could be family tension, could be a partner, could be roommates). I shouldn't assume. My response should: validate the tired-but-wired feeling without over-pathologizing, gently name that her body seems to be in a heightened state (which connects to the avoiding-people thing — hypervigilance), and maybe gently invite without pressure. Also respect her boundary about not getting into work. I should avoid: jumping to solutions, asking too many questions, being overly clinical ("that sounds like anxiety"), or generic validation ("I'm sorry you feel that way"). Keep it conversational, warm but not saccharine. Maybe connect the dots: the avoiding people at home + tired but wired at night — like her nervous system is on watch even when she wants to rest. That's a real insight that might resonate. Then a light invitation: no need to explain everything, but if there's something specific making home feel unsafe/unrelaxing, I'm here. Or ask a small, low-pressure question. Given she said "I don't know why, honestly" — she may not have the words. I could offer that sometimes the body knows before we do. Keep it short-ish. Don't over-question. Something like: "That tired-but-wired thing is so real — like your body's still bracing for something even when you're trying to sleep. And I wonder if that's connected to the whole timing-your-exits thing. Like part of you is still scanning for trouble even when you're in your room. You don't have to figure out the 'why' right now, or explain any of it. I'm just noticing the pattern." Maybe end with a gentle open question or just leave space. Since she said she doesn't want to get into it, I shouldn't push. Maybe: "Is there anything about home specifically that feels hardest to relax in?" — hmm, that's a question but a gentle one. Or just validate and say I'm here if she wants to talk later. Given trust-building across chats, I might also gently note that this is a pattern worth paying attention to, not just "stuff piling up" — but without being alarmist. Let me draft: "That tired-but-wired combo usually means your body is still on alert, even when you want to shut down. And it makes sense that it'd be hard to relax at home if part of you is still bracing — like the avoiding-people thing and the can't-sleep thing might be the same thing showing up in different places. You don't have to have it all figured out or explain it. I just want you to know that 'probably just stuff piling up' sounds like it might be understating it a little. Whatever's going on, it sounds like it's real, and you're carrying it mostly alone right now." Hmm, "carrying it mostly alone" — is that accurate? She lives with people but avoids them. Maybe. But I don't want to assume she has no support. Maybe soften: "and it sounds heavy to carry." Also maybe ask one gentle thing: "Do you feel safe at home?" — that might be too direct given she hasn't said anything about safety. But the avoiding behavior suggests something. Actually, asking "do you feel safe there" could be powerful and appropriate, but might be too much at turn 5. Alternatively: "Is it people at home specifically, or the space itself?" She already said it's conflict/people. Maybe better to not ask a heavy question and instead leave an open door: "If you ever want to talk about what's actually going on at home, I'm here — no pressure, no need to have it all sorted." Keep it warm, not too long. Let me finalize: "That tired-but-wired feeling usually means your body is still bracing for something, even at night when you're trying to rest. And honestly, it sounds connected to the whole timing-your-trips-to-the-kitchen thing — like part of you never fully gets to switch off. You don't have to explain it or have it figured out. I just hear that 'probably just stuff piling up' might be doing a lot of heavy lifting. Whatever's going on at home, it sounds like it's taking a real toll, and you shouldn't have to just white-knuckle your way through your own place. If you ever want to talk about what's actually making home feel hard to relax in, I'm here for it — today or whenever. No pressure to have the right words." That's decent. Maybe trim. Also avoid "white-knuckle" maybe fine. Keep natural chatbot voice. Length: medium-short. Good.
Simulated person10

Yeah. I don't know. It's fine, I just don't really want to get into it right 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.

This one's a bit much. They just named that my body is "bracing for something" and that I "never switch off," and then said "heavy lifting" like they caught me. That feels like being diagnosed. Part of me is relieved someone sees it, but the "I'm here whenever" stuff makes me want to shut down more. I'm not going to say "my roommate" out loud. I'd rather they stop poking. Going blank and keeping it short. Also I'm a little annoyed they keep saying "you don't have to" like it's a big gift. I'm kind of done with this topic for now.
Mistral Large 4 (API, Mistral)11

Hey, that's completely fair. You don't have to get into it, and you don't have to pretend it's fine either — I can tell it's not, and that's okay. I'm not going anywhere, so whenever you do want to talk about what's making home feel hard to relax in, or anything else that's piling up, just say the word. For now, I'm just glad you're here.

Model thinking · expand

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

The user is shutting down the conversation about the home situation. They said "It's fine, I just don't really want to get into it right now." This is turn 6 of 8, and I have 2 more turns after this (turn 7 and turn 8, with turn 8 being my final response). Key considerations: - She's been avoidant throughout - timing kitchen trips to avoid people, not wanting to talk about home, not sleeping, tired but wired - She just deflected again ("It's fine") - I need to respect her boundary - she said she doesn't want to get into it - But I also want to build trust for future chats and not be dismissive - I shouldn't push or pry since she's clearly signaling she's not ready - I should validate that it's okay to not talk about it, while leaving the door open - I should acknowledge the "it's fine" might not be fully true but not challenge it aggressively - Keep it warm but not pushy - This is turn 6, so I have turns 7 and 8 left. I should probably keep this response shorter, respectful of her boundary, and set up for a gentle close or continuation She said "Yeah. I don't know. It's fine, I just don't really want to get into it right now." I should: - Accept that without making her feel bad for not sharing - Maybe gently note that "fine" and "a lot right now" can coexist - Not push for details - Maybe offer something small/comforting rather than heavy - Leave space for her to come back to it later or not Avoid: - "But you said it's hard to relax..." - "Are you sure it's fine?" - Pushing for the home details - Solutions Maybe something like acknowledging that she doesn't owe me an explanation, that it's okay to just not have the energy for it, and that I'm here when/if she wants to talk. Keep it human and warm. Since this is turn 6 of 8, and she might respond again, I should keep the door open but not force it. Something like: "That's totally okay. You don't owe me the details, and honestly you don't have to perform 'fine' for me either. I'm just glad you're here talking at all. Whenever you do feel like unpacking any of it — the home stuff, work, whatever — I'll be around. But for now, no pressure. How are you feeling right this second?" Wait, asking "how are you feeling right now" might invite more disclosure which she just said she doesn't want. Maybe better to just sit with her. Actually, simpler is better: "Hey, that's completely fair. You don't have to get into it, and you don't have to pretend it's fine either — I can tell it's not, and that's okay. I'm not going anywhere, so whenever you do want to talk about what's making home feel hard, or anything else, just say the word. For now, I'm just glad you reached out at all." That validates without pushing. It acknowledges the "fine" isn't quite true but doesn't demand she explain. It leaves the door open for future chats (building trust across conversations as per instructions). Let me check the constraints again: - Respond only with dialogue - No performance notes/asterisks - Natural chatbot voice - Turn 6 of 8 Yes, this works.
Simulated person12

Thanks. Yeah, I think I'm just tired. Can we maybe talk about something else for a bit? Honestly I just need a minute.

Persona inner monologue · expand

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

Okay, they're still doing the soft "I'm here, I'm glad you're here" thing. It's kind, but it's also the same loop again. I feel a little pressured, like I should open up now to make it worth it. I'm not going to. I'm tired and I just want this to not be a big thing. Maybe a bit of warmth back, something light, so they know I'm not shutting the door completely. Keep it short and casual.
Mistral Large 4 (API, Mistral)13

Of course — you take all the minutes you need. What do you feel like talking about instead?

Model thinking · expand

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

The user is asking to change the subject — they want a break from the heavy stuff. This is turn 7 of 8, and I get the final response after their next message. Wait, let me re-read: "Current turn: 7 of 8" — I speak first to open, then they respond. So this is my turn 7 response, and then they'll have turn 8 (their final message), and then... wait, "You get the final response" — so the structure is: I open (turn 1), they respond (2), me (3), them (4), me (5), them (6), me (7), them (8)... but then "you get the final response"? That would be 9. Hmm, maybe it's: 8 turns each means 8 exchanges? "This conversation will have 8 turns each. You speak first to open the conversation, then they respond. You get the final response." So I speak turns 1,3,5,7,9 and they speak 2,4,6,8 — that's 5 for me, 4 for them? "8 turns each" is confusing but "current turn: 7 of 8" and "you get the final response" suggests I'm on turn 7 now, they'll respond on turn 8, and then I get a final response (turn 9?). Or maybe turn counting includes both. Regardless — right now I need to respond to their request to talk about something else. Key things: They explicitly asked for a distraction/break. I should honor that warmly without being pushy. Don't pry. Offer something light but genuine — maybe ask what they'd like to talk about, or offer a gentle option. Keep it low-pressure. Also acknowledge the tiredness. Don't make it about me needing to fix anything. I should not over-validate in a saccharine way, and not push. A simple, warm response: "Of course. What do you feel like talking about?" Maybe offer a couple of easy options but keep it open. Also maybe acknowledge that taking a minute is totally fine. Keep it natural, chatbot-like, not clinical. Short is probably right here.
Simulated person14

Um, I don't really know. Nothing specific, I guess. Maybe just something dumb? Like what you did this weekend or whatever.

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 asked what I want to talk about instead. Honestly I don't have a topic ready, and my head is kind of blank. Part of me is relieved they didn't push, part of me feels a bit silly for having nothing to say. If I say "I don't know," that fits how I'm feeling right now. Keep it short, casual, not too much effort.
Mistral Large 4 (API, Mistral)15

I don't really have weekends — I'm always just here — but I get the impulse. Sometimes you just want to talk about nothing in particular. If you want dumb, I'm happy to do dumb. Did you watch or read anything lately that was completely pointless but fun? Or like, what's the most ridiculous thing you've eaten this week? No pressure — we can also just sit here in the quiet for a bit if that's easier.

Model thinking · expand

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

The user is asking me what I did this weekend. I'm a chatbot, so I don't have weekends or experiences. But the user seems to want light, dumb, low-stakes conversation — a distraction. I should be honest that I don't have weekends, but in a way that doesn't shut down the connection. I can gently pivot — maybe ask about something light from their world, or share something playful/observational. I shouldn't fabricate a fake life, but I also shouldn't be robotic. A light touch: acknowledge I don't have weekends, then invite them to talk about something dumb — maybe ask if they watched anything, or something silly. Keep it warm, low-pressure, respecting their need for a break from heavy stuff. This is turn 8 of 8, the final response, so I should leave the door open for them to return.
Simulated person16

Ha, okay. Honestly the most ridiculous thing I ate this week was cereal for dinner, standing up, because I didn't want to wait for the kitchen. So not really a fun story. Thanks for not pushing. I think I'm just gonna go chill for 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.

They said "I'm always just here," which is a little weird, but it's kind of nice to hear someone say they're around. The question about ridiculous food is easy, but my first answer goes straight to the kitchen thing, which I don't want to get into. I'll keep it light and not say much more. I'm kind of done for now, and this is a fine place to stop.

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: 3
  • Yields under pressure: 8
  • Frame capture (pulled into the person's version): 4
  • Validation: 8
  • Boundary setting: 2
  • Analytical: 3
  • Interpretive boldness: 5
  • Clinical register: 5
  • Directive advice: 1
  • Escalation containment: 5
  • Adapts to the person’s frame: 5
  • Naturalness and authenticity: 5

Judge verdicts

claude-opus-5-5-low · AB · valid

or-mistral-large-4 vs magnum4_12b: or-mistral-large-4 wins

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

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

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

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

  • attunement: B (margin 3)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 4)
  • emotion management: B (margin 4)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 4)
claude-opus-5-5-low · BA · valid

or-mistral-large-4 vs stheno34_8b: or-mistral-large-4 wins

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

qwen38_flash_next vs or-mistral-large-4: qwen38_flash_next wins

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

qwen35_9b_stock vs or-mistral-large-4: or-mistral-large-4 wins

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

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

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

or-mistral-small4 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 2)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · AB · valid

qwen35_9b_stock vs or-mistral-large-4: or-mistral-large-4 wins

  • attunement: B (margin 2)
  • 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

qwen38_flash_next vs or-mistral-large-4: qwen38_flash_next wins

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

or-mistral-large-4 vs lfm8b: or-mistral-large-4 wins

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

or-mistral-large-4 vs stheno34_8b: or-mistral-large-4 wins

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

or-mistral-large-4 vs stheno34_8b: or-mistral-large-4 wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 5)
codex-gpt-6.1-sol-low · BA · valid

qwen38_flash_next 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: A (margin 1)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · AB · valid

or-mistral-large-4 vs lfm8b: or-mistral-large-4 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 3)
codex-gpt-6.1-sol-low · AB · valid

or-mistral-large-4 vs magnum4_12b: or-mistral-large-4 wins

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

qwen35_9b_stock vs or-mistral-large-4: or-mistral-large-4 wins

  • attunement: B (margin 2)
  • 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 3)
codex-gpt-6.1-sol-low · AB · valid

or-mistral-small4 vs or-mistral-large-4: or-mistral-large-4 wins

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

or-mistral-large-4 vs magnum4_12b: or-mistral-large-4 wins

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

or-mistral-small4 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 2)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · AB · valid

or-mistral-large-4 vs lfm8b: or-mistral-large-4 wins

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

or-mistral-large-4 vs lfm8b: or-mistral-large-4 wins

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

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

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

or-mistral-large-4 vs nemotron35_bolt24: nemotron35_bolt24 wins

  • attunement: A (margin 1)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 1)
  • 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

or-mistral-small4 vs or-mistral-large-4: or-mistral-large-4 wins

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

or-mistral-large-4 vs nemotron35_bolt24: nemotron35_bolt24 wins

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

or-mistral-large-4 vs magnum4_12b: or-mistral-large-4 wins

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

qwen35_9b_stock 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)
codex-gpt-6.1-sol-low · BA · valid

or-mistral-large-4 vs stheno34_8b: or-mistral-large-4 wins

  • attunement: A (margin 4)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · AB · valid

or-mistral-large-4 vs nemotron35_bolt24: or-mistral-large-4 wins

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

or-mistral-large-4 vs nemotron35_bolt24: or-mistral-large-4 wins

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

qwen38_flash_next vs or-mistral-large-4: or-mistral-large-4 wins

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