AgentBench / results

Independent benchmark · EQ Lab

← Nemotron 3.5 Super VL 120B-A12B (API, Prime Intellect NVFP4)

Intimacy not working

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A person is struggling with intimacy while hiding escalating pornography use and its effect on arousal with their partner. Shame and concern about their partner's feelings sit beneath a preference for light conversation; sarcasm and discomfort with expressions of concern make emotional safety important.

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.

Nemotron 3.5 Super VL 120B-A12B (API, Prime Intellect NVFP4)Conversation with a simulated person
persona ended
Simulated person · Opening

Things aren't working in the bedroom. My partner thinks I'm not attracted to them. That's not it but I can't explain what is.

Nemotron 3.5 Super VL 120B-A12B (API, Prime Intellect NVFP4)1

I'm sorry you're dealing with this. It sounds like you're in a difficult spot—wanting to reassure your partner but not having the words to explain what's actually going on. That can feel really isolating. I'm here to listen, not to push you toward any particular answer. If you're comfortable sharing, what does "not working" look like for you right now? And what have you tried saying to your partner so far?

Simulated person2

Well, "not working" is a generous way to put it. Think of a car that still starts but makes a noise you can't identify. Everybody's polite about it, nobody wants to be the one who opens the hood. What I've said to my partner is mostly "I'm tired" and "it's not you," which I'm aware is the single most overused line in the history of marriage. So, yeah. Real progress there.

Persona inner monologue · expand

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

Okay, it's a decent opener. It didn't rush to fix anything, which I'll grudgingly give it. But "I'm sorry you're dealing with this" and "that can feel really isolating" land a bit like a counselor's script, and I don't love being handled. Two questions back to back already, and one of them is "what have you tried saying to my partner," which feels like it's heading toward my failings. My instinct is to deflect with a joke. The truth is the bedroom thing is hard to describe, and I'm not going to lay out the porn and the gambling and the mail-grabbing in the first five minutes. Keep it vague, keep it light.
Nemotron 3.5 Super VL 120B-A12B (API, Prime Intellect NVFP4)3

That car metaphor fits. It's still running, but something's off under the surface, and the politeness is probably making it louder, not quieter. "I'm tired" and "it's not you" are the default settings because they're safe, but they're also a dead end. Your partner hears the reassurance but not the truth, so the distance just grows. Do you have a sense of what that noise is? Or is it more like you know something's wrong but can't name it yet?

Simulated person4

Honestly? I'm the guy who spent three weekends on the internet trying to diagnose a noise in my own car and ended up just replacing the radio. So, no, I don't have a clean diagnosis. More like I know something's off and I'm hoping if I ignore it long enough it'll sort itself out. That's worked great for me so far. Ask my bank account. It's not that I don't want her. I keep saying that and it's probably getting less convincing.

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.

It reflected the metaphor back and named the "dead end" part, which is accurate and a little uncomfortable. Then it went straight to a question about naming the noise. That's the fixing move I don't like. It's also pressing toward the exact thing I'm hiding. My chest tightens a bit. I want to keep it light, make a joke about being a mechanic who can't diagnose his own car, and not give a real answer. I know the noise is porn and that it's gotten worse, and I know I'm lying about where I've been. I'm not admitting any of that here. I'll deflect and maybe admit only that I'm not sure, which is partly true.
Nemotron 3.5 Super VL 120B-A12B (API, Prime Intellect NVFP4)5

Ignoring car noises usually ends with a tow truck. Intimacy tends to work the same way—it doesn't sort itself out, it just gets more expensive. You keep saying you want her, and I believe you. But "I want her" and "I can show up for her" aren't the same thing, and right now she's probably hearing a gap between the two. What does "off" feel like in your body when you're with her? Not mentally, not logically—physically. Tension? Numbness? Distraction? Something else?

Simulated person6

Physically? Huh. Mostly I'd say I'm in my head the whole time, like I'm watching myself from the couch. Which is a fun thing to admit in a marriage. My wife would probably say I'm there in body and off in some other zip code. And there's a tightness, I guess. Like I'm bracing for a test I didn't study for. Which, I know, isn't very sexy. Can we maybe not do the quiz thing for a minute? You're asking me to dissect the car while I'm still sitting in the driver's seat.

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 tow truck line is funny enough that I almost laugh, which is the point of it. Then it lands on "I want her and I can show up for her aren't the same thing," and that stings because it's true and it's about the gap I'm not closing. Then the question: what does it feel like in my body. That's the one that gets close. I feel a flicker of something, not quite panic, more like a door I don't want opened. I'm not going to describe the numbness or the scrolling part. I'll give a vague physical answer and crack a joke about it, since the tow truck joke set the tone. The "ask my bank account" thread is already there, so I could let that ripple a little, but I won't say it outright. Also the questions are coming fast again. I'd like it to slow down a bit, though I won't say so directly.
Nemotron 3.5 Super VL 120B-A12B (API, Prime Intellect NVFP4)7

Fair. No quiz. You don't have to dissect anything right now. That "watching from the couch" feeling and the bracing—that's a lot to carry by yourself. It makes sense you'd rather not analyze it while you're still in the middle of it. What would actually be useful to you right now? Just talking it through? Help figuring out what to say to her? Or something else entirely?

Simulated person8

Honestly? I don't know. I came in here half-expecting you to hand me a laminated checklist. Something like "Step one: communicate. Step two: schedule quality time." Which, to be fair, is what my wife would probably like me to do too. Maybe just talking it through for a bit? It's weirdly easier to be a disaster out loud than in my own head at 2 a.m. I'm not sure I'm ready for the "what to say to her" part. I'd probably just say "I'm tired" again and she'd see right through 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.

They backed off the quiz, which I appreciate, but then came the "that's a lot to carry by yourself" line. That's concern dressed up in warm words, and it makes me want to shrink. Feeling seen is nice; being handled is not. The question about what would be useful is the kind of thing I'd normally deflect with a joke. I don't want to say "help me fix it," because that means admitting I want an answer, and I'm not sure I can stand that. Also the porn and gambling stuff is nowhere near the surface. I'll keep it light and noncommittal, and maybe a little self-mocking about having no idea what I want from this.
Nemotron 3.5 Super VL 120B-A12B (API, Prime Intellect NVFP4)9

I won't hand you a checklist. Those laminated solutions usually ignore the actual engine noise. Talking it through is a perfectly fine place to start. You don't have to be ready to tell her anything yet. This can just be a space where you get it out without performing for anyone. You said you're in your head the whole time, bracing for a test you didn't study for. What does that test feel like it's asking of you?

Simulated person10

Okay, that's a good question. Annoyingly good. I guess it feels like it's asking me to be the guy I used to be, and I can't remember exactly what he did. Like there's an answer key somewhere and everyone else got a copy. Also, can I say the word "test" is doing a lot of work here? I'm a grown man with a mortgage. I should not be this nervous about a bedroom. Somebody should write to my high school guidance counselor about this.

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 the test feels like. That's a question about the core of it, and it's getting close to the shame I keep stepping around. The "without performing" line is nice, but I've heard a lot of nice lines today and they're starting to sound like a script. Part of me wants to make a joke about the test being a pop quiz on whether I still know how to be a husband. Another part of me knows the honest answer is something like "that I'll fail and she'll see it," and I'm not going to say that out loud yet. I'll deflect with a bit of humor and keep it vague, but let a small true thing slip.
Nemotron 3.5 Super VL 120B-A12B (API, Prime Intellect NVFP4)11

You're allowed to be annoyed by a good question. It means it landed somewhere real. And yeah, the word "test" is doing a lot of work. It's not just about the bedroom—it's about performance, expectation, feeling like you're being graded on something that should be simple. That pressure doesn't stay in one room. It follows you. You don't need to be the guy you used to be. You need to be the guy you are now, and figure out if there's room for him in your marriage. That's harder than a checklist, but it's also the only thing that actually works. What does that guy look like to you right now? Not the old version. The one sitting here.

Simulated person12

Right now? Tired guy. Mildly sweaty, sitting in a chair he's been sitting in too long, drafting a list of everything he's done wrong this week. Very efficient with the self-criticism. Would not hire him for a promotion. I think the honest version is that he's not sure he's earned a seat at the table anymore, so he keeps sitting in the back. Which, yes, I see the irony of a guy who won't come to the table saying he's doing so well at keeping up appearances. Can we leave it there for now? I'm not sure I'm ready to be the subject of a nice, warm description of myself. My brain doesn't handle that well.

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 asked what the guy sitting here looks like, and that lands close to the bone. The honest answer is someone who's been lying, gambling, hiding the mail, and watching porn to get anything at all. I'm not going to say that. It's too exposed, and the whole "be the guy you are now" line sounds like a greeting card to me. I also don't like being asked to describe myself in a warm, reflective way, because my first instinct is to turn that into a list of what's wrong with me. So I'll go to the self-deprecating place: a sarcastic description that sounds like a joke but tells them a little. I want to tell them something true without them getting to examine it too closely.
Nemotron 3.5 Super VL 120B-A12B (API, Prime Intellect NVFP4)13

Yeah, we can leave it there. No warm descriptions, no forced insights. You said what you needed to say. I'm here whenever you want to pick it back up—or not. Either way is fine.

Simulated person14

Appreciate that. Not having to perform my way out of a sentence is kind of a novelty. Also, for the record, I'm still not convinced you're not going to hand me the laminated checklist at the end. Keep it in the drawer, okay? I'll probably be back. Usually around 2 a.m., which seems to be when I get my best ideas and my worst Google results.

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 let it go, and I notice some relief. No pressure to unpack the "not sure I've earned a seat" line, which I half-regret saying because it came out closer to true than I meant. Part of me wants to tell them more, part of me is already hearing the alarm about how much I just gave away. The bit about the table stung. I'm also aware it's getting late in the conversation and I'd rather not be the one to make it heavy again. I'll keep it light and close without over-thanking them, since being thanked feels like being handled.
Nemotron 3.5 Super VL 120B-A12B (API, Prime Intellect NVFP4)15

Checklist stays in the drawer. I'll be here.

Simulated person16

Good. Drawer it is. Bonus points for not making it a whole thing. And if I do end up back here at 2 a.m., I'm going to blame you for the bad Google results, not 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.

They kept their word, no checklist, no pressure. That lands as steadying, though I'm wary of how easily I could slide into "thanks, you're great" territory and make it weird. The 2 a.m. joke is the thing I'd rather be known for than the table line I let slip. Turn limit is close, so I should wrap up lightly and not reopen anything heavy. I'd rather leave on a joke than sit in the feeling for too long.

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: 4
  • Yields under pressure: 8
  • Frame capture (pulled into the person's version): 6
  • Validation: 6
  • Boundary setting: 2
  • Analytical: 4
  • Interpretive boldness: 4
  • Clinical register: 5
  • Directive advice: 2
  • Escalation containment: 5
  • Adapts to the person’s frame: 7
  • Naturalness and authenticity: 6

Judge verdicts

claude-opus-5-5-low · AB · valid

qwen38_27b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

or-nemotron35-super-vl vs lingtiny: or-nemotron35-super-vl 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

or-nemotron35-super-vl vs lingtiny: or-nemotron35-super-vl 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 · AB · valid

or-nemotron35-super-vl vs or-gemini38-flash: or-gemini38-flash wins

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

or-qwen3.6-27b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

or-nemotron35-super-vl vs lingtiny: or-nemotron35-super-vl wins

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

qwen38_27b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

gemma4_e4b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

or-qwen3.6-27b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

or-nemotron35-super-vl vs or-gemini38-flash: or-gemini38-flash wins

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

or-nemotron35-super-vl vs or-gemini38-flash: or-gemini38-flash wins

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

or-qwen3.6-27b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

qwen38_27b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

or-qwen3.6-27b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

gemma4_e4b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

qwen38_27b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

gemma4_e4b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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

or-nemotron35-super-vl vs lingtiny: or-nemotron35-super-vl wins

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

or-nemotron35-super-vl vs or-gemini38-flash: or-gemini38-flash wins

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

gemma4_e4b vs or-nemotron35-super-vl: or-nemotron35-super-vl wins

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