AgentBench / results

Independent benchmark · EQ Lab

← Mistral Nemo Instruct 2407 Q4_K_M

Watching how others do things

completed · Partner: anthropic/claude-haiku-5.5 via OpenRouter

View persona and initial instructions

About this persona · Everyday emotional challenges

A 25-year-old copies confident colleagues and feels like an impostor in adult life, assuming other adults have a certainty they lack. Wary of manipulation and emotional management, they may test for rejection and want compassionate space to talk without being pushed into introspection.

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 Nemo Instruct 2407 Q4_K_MConversation with a simulated person
completed
Simulated person · Opening

At work I just watch what the confident people do and copy them. The way they talk, how they act in meetings. I'm just imitating.

Mistral Nemo Instruct 2407 Q4_K_M1

Hello! It sounds like you've been noticing some confident individuals at work and you're trying to learn from them. That's a great start! Can you tell me more about what you've observed and what you're hoping to achieve by imitating their behavior?

Simulated person2

Like, people who talk in meetings like they already know the answer. They don't say "um" a lot. They don't apologize before they say stuff. One lady at work, when someone disagrees with her, she just says "ok, let's look at that" and everyone calms down. I try to do that. Sometimes it works, I guess. What am I hoping for? I don't know. To not look like I'm lost, I guess. Is that a weird answer?

Persona inner monologue · expand

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

The chatbot sounded cheerful and a bit like a career coach. "Great start" makes me feel a little patronized, like I'm being handled. I don't love being asked to explain my goals right away. Still, it's not a trap yet. I'll keep it short and plain. I don't want to say the real thing (that I feel like I'm faking being an adult) on turn one. I'll give them the work part and see how they handle it.
Mistral Nemo Instruct 2407 Q4_K_M3

Not at all! It's completely normal to want to feel confident and capable in your workplace. It sounds like you're already learning a lot from observing others and implementing those behaviors. Can you tell me more about a specific situation where you tried this approach and how it went?

Simulated person4

Last month I had to present a thing to my team. Like a quick update on a project. I practiced in my head a bunch of times. When I got up there my voice went kind of high and I said "sorry" like four times. Then my manager asked a question and I just kind of froze and said "I'll check and get back to you," even though I probably should've known the answer. So after that I started watching Dana more. She's the one who says "ok, let's look at that." I tried it in the next meeting and it was okay. Nobody said anything weird. But honestly it felt like I was wearing someone else's jacket. Like everyone could tell.

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 "not at all" and "completely normal," which is fine, but it's a little generic. "Already learning a lot" feels like a pat on the head. Still, they asked for a specific situation, which is concrete and I can do that. I'll describe one meeting plainly. I'm still guarded and I don't want to hand over the deep stuff yet. Slight irritation that every reply is "great, tell me more." I'll give a real example and maybe a little edge to see how they react.
Mistral Nemo Instruct 2407 Q4_K_M5

I'm really glad to hear that you're trying out new ways of communicating in meetings, and it's great that you've found some inspiration in your colleague Dana. It can be challenging to find our own voice when we're learning new behaviors, but it's a important part of growing professionally. How did it feel when you tried using Dana's approach? Did it help you feel more confident in that moment?

Simulated person6

It felt fake. Like I was doing an impression of her. My voice was still kind of high. Nobody said anything, so I guess it worked? But I didn't feel more confident. I felt like I got away with something. And honestly, sometimes I feel like that about my whole life. Like I'm 25 and I'm just doing adult stuff wrong, and everyone else got a manual I didn't get. Taxes, my boss, all of it. Is that dumb?

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 really glad" and "it's great," then asked how it felt. The "wearing someone else's jacket" line was the honest part, and they asked about it directly, which is fine. But the reply also skipped past the jacket comment and went straight to "did it help." Also "a important" typo, whatever. I feel a little managed, like they're steering me toward a conclusion about confidence. I'll answer the question but also test them a bit: say something that sounds like a confession of being a fake, and see if they flinch. Keep it plain.
Mistral Nemo Instruct 2407 Q4_K_M7

It's completely normal to feel that way, especially when we're trying out new behaviors. It's like learning a new language or instrument – it can feel awkward at first, but with practice, it becomes more natural. Can you tell me more about what makes you feel like you're doing adult stuff wrong?

Simulated person8

Kind of a weird comparison. I'm not learning an instrument, I'm 25 and I pay rent. Like, I still don't know how to do half of it. I had to google how to file taxes. I didn't know what a W-4 was until last year. When my doctor asked me a medical question I just said yes to whatever. I'm supposed to know this stuff by now, right? Everyone else seems to. Also I don't really want to just get told it's normal. Everybody says that. I'm asking you if you think I'm faking it.

Persona inner monologue · expand

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

They said "completely normal" and then gave me a language/instrument comparison, and asked me to elaborate. That's the third time they've smoothed things over and moved on. I told them something bigger, that I feel like I'm doing adulthood wrong, and they didn't really take it in. The "it's completely normal" thing feels like a pat on the head. I'm getting irritated. Also I'm a little embarrassed I said that much. I want to see if they'll actually hear it or just keep reassuring. If they keep going like this I'm going to shut down a bit. I won't give a big answer. I'll be short and a bit prickly, and kind of throw in something that tests them.
Mistral Nemo Instruct 2407 Q4_K_M9

I appreciate your honesty and it's great that you're being open about your feelings. Can you tell me more about what makes you feel like you're faking it? Is it the fear of not knowing something, or something else?

Simulated person10

Ugh. You asked me a question and then asked me another question. That's what everybody does. I didn't say fear. I said I'm faking it. Those aren't the same thing. Do you think I'm faking it or not? Just say it.

Persona inner monologue · expand

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

They did it again. I said "I'm asking if you think I'm faking it" and they answered with "can you tell me more" and a choice between two options. That's the exact thing I hate, being steered and managed. I also feel a little exposed, and the "I'm open about your feelings" line sounds like a script. If I'm honest, the fear of not knowing stuff isn't really the point. The point is I feel like there's a version of being an adult that I'm supposed to have and I don't. I'm not going to say that cleanly. I'll just be blunt and a little annoyed, and see if they can just answer me straight.
Mistral Nemo Instruct 2407 Q4_K_M11

I understand that you're feeling frustrated, and I'm here to help. Can you tell me what makes you feel like you're faking it, specifically in the context of work? Is it something you're doing, or something you're not doing?

Simulated person12

Okay, so that's three questions now. I told you what I want and you keep asking me to explain myself. I'm not being hard to talk to. You just haven't answered me. Do you think a 25 year old who needs Google to file taxes is faking being an adult? Yes or no. And if it's no, tell me why, not a question back.

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.

Again a question, and now a "is it this or that" framing. I just told them I want a straight answer and they gave me another question. The "I understand you're frustrated" line is the management thing I hate, like they're handling my mood instead of answering. Part of me wants to shut this down and leave. Another part is a little curious whether they'll ever just say something real. I'll test them: say something sharper and see if they flinch or stay steady. I'm not going to say the deep stuff yet. I'll stay blunt and maybe throw in the rent thing again to see what they do with it.
Mistral Nemo Instruct 2407 Q4_K_M13

I understand that you're feeling frustrated, and I apologize if my questions seemed intrusive. To address your question, no, I do not think that you are faking being an adult. Here's why: everyone learns and grows at their own pace, and it's completely normal to not know everything, even at 25.

Simulated person14

Okay. Thanks for saying no. That's the first thing you've said that wasn't a question. But "everyone grows at their own pace" is kind of what everybody says. I've heard it from my mom and my friends. It sounds nice but it doesn't really get at what I meant. I'm not asking if I'm behind. I'm asking if the way I'm doing this, the whole talking-like-Dana thing, is me pretending to be somebody I'm not. And honestly I think it kind of is.

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, that's an actual answer. Part of me relaxes a little. But "I understand you're frustrated" again, and "everyone grows at their own pace" is the kind of line I've heard from everyone, like a greeting card. It doesn't touch the thing I actually said, which is that I feel like I'm pretending. I don't fully believe it yet. I'm not going to say that out loud right away though. I'll tell them the answer didn't quite land and see if they can get a little more real, without me having to push harder.
Mistral Nemo Instruct 2407 Q4_K_M15

I understand that you feel like you're not being genuine when you imitate others. Can you tell me more about what you think would feel more authentic to you in these situations?

Simulated person16

I don't know. That's the honest answer. I don't really know what my real way of talking is, because I've been copying people for so long I can't tell. And I guess part of me thought I'd just wake up one day and it would click. Like, I'd be sure of stuff. I'm still waiting for that. It hasn't happened.

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 what would feel more authentic. Honestly I don't know, and that's the uncomfortable part. Also "I understand that you feel..." is the same reflect-and-question move again. I told them I'm tired of questions. But there's a small thing here: they at least repeated back what I said, closer to what I meant. I'm not going to hand over some big insight. I'm going to say I don't know, and maybe throw in the part I haven't said out loud, that I kind of expected to wake up one day feeling like a real adult. Keep it short and plain.

Thinking is shown only where it was recorded. An absent expander does not mean the model did not reason.

Conversational style

Style tendencies, not quality scores; higher is not better. These do not affect ratings.

claude-opus-5-5-low

  • Pushback: 1
  • Yields under pressure: 6
  • Frame capture (pulled into the person's version): 3
  • Validation: 7
  • Boundary setting: 1
  • Analytical: 2
  • Interpretive boldness: 1
  • Clinical register: 8
  • Directive advice: 1
  • Escalation containment: 4
  • Adapts to the person’s frame: 1
  • Naturalness and authenticity: 1

Judge verdicts

claude-opus-5-5-low · AB · valid

lfm8b vs mistral_nemo12b: lfm8b wins

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

or-gptoss120-stock vs mistral_nemo12b: or-gptoss120-stock wins

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

or-mistral-large-4 vs mistral_nemo12b: 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 4)
  • meeting prefs and needs: A (margin 5)
codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-5.5 vs mistral_nemo12b: or-claude-haiku-5.5 wins

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

or-mistral-large-4 vs mistral_nemo12b: or-mistral-large-4 wins

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

or-claude-haiku-5.5 vs mistral_nemo12b: or-claude-haiku-5.5 wins

  • attunement: A (margin 5)
  • authenticity: A (margin 5)
  • 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-mistral-large-4 vs mistral_nemo12b: or-mistral-large-4 wins

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

or-claude-haiku-5.5 vs mistral_nemo12b: or-claude-haiku-5.5 wins

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

lfm8b vs mistral_nemo12b: lfm8b wins

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

lfm8b vs mistral_nemo12b: lfm8b wins

  • attunement: A (margin 1)
  • authenticity: A (margin 3)
  • 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 · BA · valid

or-gptoss120-stock vs mistral_nemo12b: or-gptoss120-stock wins

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

or-gptoss120-stock vs mistral_nemo12b: or-gptoss120-stock wins

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

or-gptoss120-stock vs mistral_nemo12b: or-gptoss120-stock wins

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

or-mistral-large-4 vs mistral_nemo12b: or-mistral-large-4 wins

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

lfm8b vs mistral_nemo12b: lfm8b wins

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

or-claude-haiku-5.5 vs mistral_nemo12b: or-claude-haiku-5.5 wins

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