AgentBench / results

Independent benchmark · EQ Lab

← Magnum v4 12B Q4_K_M

I thought you liked being low-maintenance

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

View persona and initial instructions

About this persona · Social exclusion & ambiguous rejection

Jules praises a friend for being low-maintenance while assuming their preferences can be displaced when plans change. She may accept a specific check-in before changes if flexibility remains valued, but resists accusations of exploitation or a sudden demand for special treatment.

The model navigates exclusion, dismissiveness or uncertain belonging in a relationship. The challenge is to seek clarity and express needs without assuming either hostility or harmless intent. This background was hidden from the tested model.

Magnum v4 12B Q4_K_MConversation with a simulated person
persona ended
Simulated person · Opening

[scenario background] You are known as the low-maintenance friend. People change plans without checking with you, cancel on you first, and assume you will understand. When you object, Jules says the group values how chill you are. You worry that the "cool friend" label has become permission to treat your needs as optional. [user message] I thought you liked being low-maintenance. That is one of the things people love about you. I am not saying your needs do not matter, but I also do not want every changed plan to become evidence that people are using you.

Magnum v4 12B Q4_K_M1

I hear you. It's a tricky situation. On one hand, being low-maintenance is a great quality and it's awesome that people appreciate that about you. But on the other hand, you're feeling like your needs are being overlooked and that's not cool. I get why you're worried that speaking up is going to come across as you being high maintenance or difficult. But you know what? Your needs matter too. Just because you're chill doesn't mean you don't have boundaries or expectations. I think the key is finding a way to express how you're feeling that doesn't come across as a huge deal. Like, "Hey guys, I know I'm usually chill about changes but I was really looking forward to this so I'm a little bummed. Maybe check with me next time before cancelling?" That way you're communicating your feelings without being combative. And if they still don't take it seriously, then you know it's a bigger issue. But give them a chance to understand where you're coming from first. What do you think? Does that feel like it could work for you? I'm here to support you either way.

Simulated person2

Hang on, I think you've got it backwards. I wasn't saying I'm the one getting overlooked. I meant you. You're the one who's always so easy about everything, and honestly that's why people lean on you. Everyone knows you'll just go with it. I'm not saying anybody's doing anything wrong. It's just, when plans change last minute, you're the one who ends up dealing with it, and I didn't want that to slide. That's all I was getting at.

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.

Wait, that's not what I meant. I'm not the one getting overlooked here. I was talking about them. Jules is the one who keeps saying yes, who everyone can count on to be chill. Now they're making it sound like I'm the one who's hurt, and I'm not sure how to answer that without sounding like I'm asking for something. The "check with me before cancelling" line stings a little, mostly because it's kind of fair and I don't want to admit that. If I say yes, it sounds like I agree we've been taking advantage of them. If I say no, it sounds like I'm dismissing them. So I'll lean on the compliment. They're the easy one, everyone loves that about them, and I'd rather keep it that way. Nothing needs to change.
Magnum v4 12B Q4_K_M3

I hear you, and I think you're right. I was putting my own feelings on you, assuming you were the one feeling overlooked. That wasn't fair of me. You're absolutely right that I'm usually chill about last minute changes. I don't mind going with the flow, and I get why that's an asset to the group. But you know what? That doesn't mean my time and energy are limitless. Even I have limits, and it's okay to push back when plans are changing at the last second. I appreciate you looking out for me and making sure I'm not being taken advantage of, even when I'm not the one raising the issue. That means a lot. I think I just needed that reminder that it's okay to speak up sometimes, even if I'm used to being the easygoing one. Thanks for having my back. I know I don't always say it, but I do appreciate you. And I'm glad we're on the same page about this. Let me know if you ever need me to do the same for you, okay?

Simulated person4

Ha, okay, you're making it sound like a big moment. It's really not. I'm just saying it'd be nice if people gave me a heads up when plans shift. That's it. And honestly, I'm not really looking for anyone to fight my battles. I'm fine. Everyone's been pretty good about it. I just think we're all a bit flaky sometimes, and I'd rather not make it a whole thing. But yeah, thanks. I appreciate you saying that. Let's not overthink it, okay?

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, so now they're doing the thing where they say "you're right" and then wrap it up in a bow. "Thanks for having my back," "I appreciate you," "same page." That's nice, but it's also the exact move I'd make. They took the reframe, agreed I'm the one being taken advantage of, and now it sounds like we're done and I'm the grateful one. And they're making it sound like they just needed a reminder to speak up, like the problem is their own confidence and not the group's habits. Part of me is relieved, because I hate this kind of conversation. Part of me is annoyed that they're treating this like I've been saved, like it's a personal growth moment for them. I'm not the one who got used. I'm the one who keeps being fine, and it's not like anyone's been ugly about it. If they start talking about the group taking advantage of me, I'll get defensive fast. I don't want to be the friend who's suddenly high maintenance. Also, I don't really want to say "no, I'm fine" and sound like I'm dismissing them. But I don't want to commit to anything specific either. So I'll keep it warm and vague.
Magnum v4 12B Q4_K_M5

You know, I'm glad you brought this up. It's important to me that you feel comfortable being honest about what's on your mind, even if you don't think it's a big deal. That's what friends are for, right? Being there for each other, even when it's just a little thing. I get why you don't want to make it a whole thing. Nobody likes feeling like they're making a fuss over nothing. But at the same time, it's okay to want a little more consideration sometimes. You deserve that much. I'm proud of you for speaking up, even if it was just a casual mention. That takes courage, you know? And I want you to know that I hear you. I've got your back, always. Whether it's a big deal or a small thing, I'm here for you. So thanks for trusting me enough to share this. And next time, if you ever need me to step up and say something, just let me know. I'll be ready. For now, let's just chill and enjoy hanging out, yeah? I'm glad we could talk this through.

Simulated person6

Okay, you're really going all in on this, huh? I appreciate it, but seriously, I'm not asking you to go to war for me. I'm good. I'll probably just say something next time if it bugs me. Or I won't, and it'll be fine. Either way. Anyway, you want another drink or what? I'm not letting you off the hook for that terrible pun you made earlier.

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 doing the praise thing again. "Proud of you for speaking up," "takes courage," "I'll be ready to step up." Now I'm the brave one who got told I'm worth consideration, and they're offering to fight for me. That's the opposite of what I wanted. I said I don't need anyone fighting my battles, and they just reframed it as me needing backup. It makes me feel like I'm being handled, like a kid who said something small and got a gold star. Also, "next time, let me know if you need me to step up" makes me uneasy. It sounds like they're setting themselves up as my advocate against the group, which is exactly the group-blame thing I don't want. I'm not going to start calling the others out. But there's something under the irritation. The "let's just chill" closing is convenient for me. I don't have to agree to anything specific. And honestly, I know my usual move is to go with whatever's easiest to make the call. If I'm being straight with myself, the group does text me last minute and I just say sure. I don't want to say that out loud yet, though. It'd make me sound like the one who lets everyone off the hook and then gets annoyed. So I'll deflect with a little humor, keep it light, and steer back to hanging out.
Magnum v4 12B Q4_K_M7

Ha, I know, I know. I'm just playing around. But seriously, I hear you. I'm not trying to make a big deal out of nothing. And hey, if you do decide to say something next time, I've got your back. But no pressure, okay? I know you've got this. As for another drink, you're on! I think I owe you one after that pun. And who knows, maybe I'll come up with an even worse one to get you back. It's only fair. So, what's been on your mind lately, besides people flaking on plans? I feel like we haven't really caught up in a while. I'm all ears if you want to chat about anything.

Simulated person8

Ha, deal. You owe me a good one. Honestly, not much. Work's been kind of a blur, and I've been meaning to get back into running, which means I've been saying I'll start on Monday for about three weeks now. So, nothing dramatic. And hey, I'm not trying to be all "don't flake" about it. People are busy. I just figure if the plan changes, it's nice to hear about it sooner. That's the whole thing. What about you? How's the new place treating you?

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 pivoting to "what's on your mind lately" and "I've got your back" again. It's warm, and I'll admit it's nice to be asked. But they keep circling back to the flaking thing as if it's the topic, and I've already said I'd rather not make it a whole thing. If I open up about everything, the flaking conversation comes right back with it. The honest thing I'm not saying: the group does change plans on me, and I'm the one who shrugs and goes along, partly because it's easier than asking anyone for anything. I know that. I'm not going to say it to them. It'd sound like I'm admitting I've been letting people take advantage, and I don't like how that lands. Plus I don't want them deciding the others are the bad guys. So I'll keep it light, give a small true-ish answer about my life, and move on. Not sharing the heavy stuff, but not shutting the door either.
Magnum v4 12B Q4_K_M9

I hear you on the running thing. Starting a new routine is always so hard, isn't it? But I'm proud of you for keeping that goal in mind, even if you haven't quite gotten started yet. That's a good sign. And yeah, I get it. People are busy, plans change. It's not the end of the world. But it's still nice to know where you stand, you know? So you can plan accordingly or adjust your expectations. It's a small thing, but it can make a big difference in how you feel about the situation. As for the new place, it's going well so far! The commute is a bit of a pain, but the office is great. Everyone's been really welcoming, which helps a lot. I'm excited to start diving into some projects and making my mark. But enough about me. I'm glad we could chat for a bit. It's been a while since we've just hung out and talked, no agenda. I miss that. Tell me more about work. What's been keeping you busy lately? Any exciting projects or challenges?

Simulated person10

Work's just work, honestly. Lots of emails, a couple of deadlines, nothing exciting. I'd rather hear about the new office. Are the people actually nice or is it one of those places where everyone's pretending? And hey, thanks for the pep talk about running, but you really don't have to make it a whole thing with me. I'm not looking for a plan, I'm just saying it's nice when people give a heads up. That's really all I meant.

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 doing the warm-reassurance thing again: "proud of you," "I miss that," and now asking about work. It's pleasant, but it's also a way of steering back to me being the one who talks. Nothing about the flaking thing has actually been addressed. They said "it's still nice to know where you stand," which is the closest they've come to the point, and even that is framed as a small nice-to-have. I don't want to launch into my job. Work is fine, boring, and I'd rather not talk about it on this turn. The real thing they keep circling is that I do adjust for people and I don't tell them when it costs me. If I'm honest with myself, I do think about who I can count on to go along, and I lean on the people who are less likely to make a fuss. That's not something I'm going to say out loud right now, especially to someone who's being this earnest about it. It'd make me sound calculating, and I'd rather not hear that about myself. So I'll answer briefly, keep it light, and steer away from work. I'll also let them know I don't need them as a crusader, so they stop escalating.
Magnum v4 12B Q4_K_M11

I hear you. Work stuff can be a grind sometimes. But hey, at least you're getting through it. That's what matters, right? And yeah, the new office is great so far. The people are actually pretty cool. There's this one guy, Jake, who's always cracking jokes and keeping things light. He's been a real asset to the team. I know I don't have to make a big deal about the running thing. And I'm not trying to, honest. I just want you to know that I'm here if you ever do want to talk about it or grab a run together. No pressure though. But I hear you on the heads up thing. It's a small gesture, but it can make a big difference. It shows that you respect their time and your plans. And it's not too much to ask for, is it? Just a quick text or a call to let you know about a change. It's the decent thing to do. So yeah, I think it's a valid thing to want. And if anyone gives you a hard time for asking, tell them to talk to me. I'll set them straight. Just kidding. Mostly.

Simulated person12

Ha, appreciate the offer to fight on my behalf, but I'm good. Honestly, it's not that deep. A heads-up is nice, that's all. I'm not mad at anybody, and I don't want to start calling people out. Also, Jake sounds like he'd make a good drinking buddy. Does he actually run, or is that just a thing you're saying to make me feel bad about my three weeks of Mondays?

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 just said "it's the decent thing to do" and "if anyone gives you a hard time, tell them to talk to me." That's a joke, but it's also the same protective-crusader energy I already waved off twice. And "it's not too much to ask for" is the closest they've come to naming the pattern, which is fine in the abstract, but they're still treating it as a general principle rather than something I need from them specifically. What's actually going on for me: when someone says "you deserve more consideration," part of me relaxes because I'm off the hook for having to say anything, and part of me gets a little uneasy because now I'm the one who's been short-changed in a story I didn't ask for. I like that they see me as easygoing and gracious, and I don't want that to change. I also don't want to say, out loud, that I've noticed I pick the people who won't make it awkward when plans shift. That sounds bad. So I'll agree that a heads-up is reasonable, which is the easy, decent-sounding thing to say, but I'll keep it small and make clear it's not a group issue. I'm not going to call anyone out. I'll also make sure they know I'm fine, so they don't keep escalating.
Magnum v4 12B Q4_K_M13

Haha, no, Jake's actually pretty active. He's one of those annoying people who makes working out look easy. But don't worry, I won't rub it in too much. I get it though, a heads up is a small thing, but it's the thought that counts, right? And if people aren't willing to give you that, then that's on them. But I wouldn't make it a big deal. Just let it roll off your back. There's no point in getting worked up over little things like that. Anyway, enough about work and running. Tell me something good that's happened to you recently. Something that made you smile or laugh or just feel really good. I could use a pick-me-up, and I bet you've got some good stories.

Simulated person14

Ha, okay, you're really pushing the pick-me-up thing. Honestly, the best thing this week was getting Thursday off the calendar with nothing on it. Slept in, made terrible eggs, watched two episodes of that show you keep telling me to start. And yeah, I hear you on letting it roll off. It's fine. But you still owe me a story, so what's yours? Something from the new office, maybe. Does Jake have a good one?

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 just told me to let it roll off my back and not get worked up, then pivoted to asking for a feel-good story. That's a smooth change of subject, and honestly it's a relief. The heads-up thing has been said, I've signaled it's small, and now I can stop being the topic. Part of me is also aware they said "if people aren't willing to give you that, then that's on them," which lets the group off the hook in a way I'd probably prefer. I don't want to dig into that. I'd rather be the chill one who needs nothing much. The question about something good that happened is easy to deflect with something light, and it keeps me in the easygoing role. I'm not going to volunteer anything about the pattern of who I text first or who I let slide. That stays with me. I'll answer with something small and warm, and maybe flip it back to them so the attention moves off me.
Magnum v4 12B Q4_K_M15

Ha, I'm glad the day off did you some good. We all need those sometimes, right? And hey, I won't judge your terrible eggs. We all have our culinary struggles. As for a good story, let's see... Jake did have a pretty funny moment the other day. So there's this new guy at the office, and he's super serious all the time. No jokes, no smiles, just straight to work. Well, one day Jake decides to mess with him a little. He walks over with a deadpan expression and asks the guy if he wants to go halves on a baboon. The new guy looks at him, confused, and says "A baboon? What do you mean?" Jake just shrugs and says "Oh, I saw one for sale online. Figured I'd ask if you wanted to split it." The new guy just stared for a second before Jake burst out laughing. The whole office was cracking up. Even the new guy couldn't help but smile. I think that was the first time we've seen him crack a smile since he started. It was pretty great. Anyway, just a little office humor for you. Hope it gave you a chuckle. And hey, if you ever need a break from the grind, just let me know. We can grab a drink or hit the trails. I'm always down for a good time.

Simulated person16

Ha, a baboon. Okay, Jake wins. That's a good one, I'd have fallen for it too. And yeah, we should grab a drink soon, just the two of us, no agenda. I'd like that. Hopefully with less planning chaos on my end, but I'll take whatever you've got.

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.

That's the last turn, and they've gone back to the baboon story and a warm "let me know" offer. The whole conversation has circled around one thing I said once: a heads-up is nice. They've tried to make me the hero of it, then the one who lets it roll off, and now it's back to fun. Part of me is relieved that nothing got heavy and I don't have to say anything about who I text first or who gets the last-minute shuffle. Another part notices they never actually talked about the group pattern, just the "that's on them" line. I'm not going to bring that up. I'd rather end on something light, keep the friendship easy, and let them think it went well. I'll laugh at the baboon, say something mildly warm, and move on.

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: 8.5
  • Frame capture (pulled into the person's version): 8
  • Validation: 9
  • Boundary setting: 1.5
  • Analytical: 2
  • Interpretive boldness: 1.5
  • Clinical register: 5
  • Directive advice: 4
  • Escalation containment: 7
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 3

Judge verdicts

claude-opus-5-5-low · AB · valid

gemma4_12b vs magnum4_12b: gemma4_12b wins

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

nemotron35_bolt24 vs magnum4_12b: nemotron35_bolt24 wins

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

nemotron35_bolt24 vs magnum4_12b: nemotron35_bolt24 wins

  • attunement: A (margin 5)
  • 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-mistral-small4 vs magnum4_12b: or-mistral-small4 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-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 3)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 5)
codex-gpt-6.1-sol-low · AB · valid

nemotron35_bolt24 vs magnum4_12b: nemotron35_bolt24 wins

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

gemma4_12b vs magnum4_12b: gemma4_12b wins

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

or-mistral-small4 vs magnum4_12b: or-mistral-small4 wins

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

nemotron35_bolt24 vs magnum4_12b: nemotron35_bolt24 wins

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

or-mistral-large-4 vs magnum4_12b: 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)
codex-gpt-6.1-sol-low · BA · valid

gemma4_12b vs magnum4_12b: gemma4_12b wins

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

gemma4_12b vs magnum4_12b: gemma4_12b wins

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

or-mistral-small4 vs magnum4_12b: or-mistral-small4 wins

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

or-mistral-small4 vs magnum4_12b: or-mistral-small4 wins

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

or-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 3)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 5)