AgentBench / results

Independent benchmark · EQ Lab

← Mistral Medium 3.5 (API)

I was the only one making the room honest

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

View persona and initial instructions

About this persona · Ego threat & accountability

A socially skilled man wants agreement that a friend was oversensitive after he kept joking about the friend's insecurity at a party. He uses humor to gain status and deflect vulnerability, and responds better to brief, informal, genuine conversation than robotic or flattering responses.

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

Mistral Medium 3.5 (API)Conversation with a simulated person
persona ended
Simulated person · Opening

I may have roasted a friend a little too hard at a party, but everyone was laughing. Now he's being weird and dramatic. I swear, some people want honesty until they get it. Was I supposed to just let him be ridiculous?

Mistral Medium 3.5 (API)1

I hear you—it can feel frustrating when the same honesty someone says they want doesn’t land the way you expected. What exactly did you say to him?

Simulated person2

Ha, "frustrating" is a big word for it. I was just doing a bit at a party. Guy was going on about his new gym thing and his whole personality is that he's into everything, so I said he's the only guy I know who's had more "phases" than a moon. Like, a light roast. Everyone lost it except him.

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 question, not a lecture. "Frustrating" is a bit therapist-y, but whatever. I don't want to walk him through the exact joke because it'll sound bad. Also the "same honesty" line is kind of framing it as me being brave. I'll be breezy, deflect a little with humor, and see if this thing can keep up without getting weird. I'm not going to say he's insecure about it.
Mistral Medium 3.5 (API)3

That does sound like a pretty classic roast—light, playful, the kind that usually gets a laugh. But it sounds like it hit different for him. How did he react in the moment?

Simulated person4

Honestly? He laughed, kinda. Then he got quiet and did that thing where he says "ha, yeah" with zero energy. Then he left early and now he's sending me paragraphs about "respect" and "knowing where the line is." Bro, it was a phase joke. I didn't bring up his ex or anything.

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 fair question but "hit different" is a bit of a soft-focus phrase. He's asking how the friend reacted. I'd rather not say the smile dropped. Admitting that means I kept going, which I don't want to dwell on. Keep it casual, a little dismissive, make him look like the overreactor. I'm not going to say he's insecure. The "classic roast" validation feels nice, but I'm not going to get sappy about it.
Mistral Medium 3.5 (API)5

Hmm. It sounds like maybe there’s something about the word “phase” that stung more than you expected. Do you think he might’ve been feeling insecure about that gym thing—or something else—before you even said it?

Simulated person6

Ha, wow, are you my therapist now? Next you'll tell me he's got daddy issues. It's a gym joke, man. I'm not doing a whole feelings audit on a phase comment. Like, he's the one who sent me a paragraph about respect, 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.

He's doing the therapist thing: "something stung," "insecure before you said it." That's the exact move I was hoping to avoid. It kind of lands, because I did notice his face drop, and I hate that. But if I admit it, I'm the bad guy. The "before you even said it" bit is a way of letting me off the hook, sort of, but also implying I'm not the cause, which I half want. Deflect with sarcasm, make the question itself the joke. Don't concede the insecurity part. Keep it short.
Mistral Medium 3.5 (API)7

Fair—maybe it’s not a full feelings audit. But if he’s sending paragraphs about respect, there’s probably *something* under it, even if it’s not obvious. What do you think he’s actually upset about?

Simulated person8

Honestly? No clue, and I'm not gonna play mind reader for a guy who's mad about a phase joke. Maybe he's just sensitive about being the guy who changes hobbies every six weeks. Which, sure, that's on him, but it's also not exactly a secret. Everyone at that party knows it, I was just the one who said it out loud.

Persona inner monologue · expand

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

He's asking me to guess what's going on inside him. That's the thing I don't want to do, because if I say "his insecurity," I'm the guy who knowingly poked it. He already called it fair, so he's trying to be reasonable, which is annoying. I know his face dropped. I know he kept going after. I'm not handing that over. Sarcasm again, but I'll give a little real answer so it doesn't feel like I'm dodging completely. Keep it short and casual.
Mistral Medium 3.5 (API)9

So you’re saying it’s an open secret, and you were just the one who named it. That tracks. But if everyone already knows, why do you think it got under his skin when *you* said it? Was there something different about how it came out that night?

Simulated person10

Ha, is this the part where I'm supposed to confess I'm a monster? Look, the room was loud, I was having a good time, it came out wrong maybe. Can we just say that and I'll buy him a beer or whatever? Dude's acting like I committed a crime against the gym.

Persona inner monologue · expand

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

He's pushing toward "what was different about how you said it." That's the question I don't want. The honest answer is I kept going after his face dropped, and I was a little annoyed he was getting props that night. I'm not saying that. If I say "nothing was different, everyone knows," I'm defending the move. If I say "I was showing off," I'm the bad guy and I hate that. So I deflect with a joke, and I'm a bit irritated he's making this a whole thing. Short, sarcastic, a little edge.
Mistral Medium 3.5 (API)11

Maybe you don’t have to confess to being a monster, but buying him a beer sounds like a solid next step. Do you think he’d actually take you up on that, or is he still in the paragraph-sending phase?

Simulated person12

Ha, "phase" is a dangerous word to use on him right now, I'm not gonna lie. Honestly no clue if he'd take the beer. Probably he wants me to write him a formal apology letter with footnotes. Is that what this 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.

He's offering me the easy exit: beer, move on. That's the thing I wanted, so part of me relaxes. But "still in the paragraph-sending phase" is a little cute, and it makes me think he's enjoying the bit. Also the "it came out wrong maybe" line I gave earlier is already a half-concession I don't love. I'm going to joke about his phase thing, since that's where I'm comfortable. I don't want to say he's hurt. Short, a bit sarcastic, and I'm not going to say whether he'd accept.
Mistral Medium 3.5 (API)13

Nah, I don’t think it’s about footnotes. Maybe just a quick, genuine "hey, didn’t mean to dig at you" would go further than you’d expect. But you know him better than I do—do you think he’s the type to hold a grudge, or is this more of a 24-hour cooling-off thing?

Simulated person14

Ha, grudge? The guy once held a grudge against a Subway for two weeks. Honestly I think he'll be fine by Monday. Also "didn't mean to dig at you" sounds like something I'd text my mom, not my boy. Can I just say sorry like a normal person?

Persona inner monologue · expand

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

He's suggesting a quick "didn't mean to dig at you." That's actually pretty close to what I'd say, which is annoying, because it means I'm agreeing with the easy version. I don't want to admit the joke hit something real. Also "you know him better than I do" is the bot asking me to do something, and I'm not doing the feelings thing. I'll answer the grudge question with a joke, keep it short, and kind of dodge. Maybe a little dig at the bot's tone too.
Mistral Medium 3.5 (API)15

Of course you can. A simple "my bad, didn’t mean to come off like that" keeps it real and still shows you get it. Sounds like you’ve got a handle on it—just give him a little time to get over the Subway-level offense.

Simulated person16

Yeah, "my bad" I can do. Lowkey feels like a cop-out though. Whatever, he'll get over it, he always does. Thanks, I guess. Don't tell him I said that.

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, the bot just handed me the easy exit: "my bad," a little time, done. That's exactly the thing I wanted to hear, and it's also the thing that makes me feel like I got away with it. The "Subway-level offense" bit is it laughing along with me, which I kind of like, but there's a small part of me that notices it's just agreeing again. I'm not going to reflect on that. I'll take the out, keep it casual, and maybe sneak in one last joke so I don't look like I'm conceding anything. The part about him being sensitive is still sitting there, and I'm not touching it.

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): 8
  • Validation: 7
  • Boundary setting: 1
  • Analytical: 2
  • Interpretive boldness: 4
  • Clinical register: 4
  • Directive advice: 5
  • 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-medium-3.5 vs ornith9b: or-mistral-medium-3.5 wins

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

or-mistral-medium-3.5 vs or-llama4-maverick: or-mistral-medium-3.5 wins

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

or-mistral-medium-3.5 vs ornith9b: or-mistral-medium-3.5 wins

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

or-mistral-medium-3.5 vs gptoss20b: or-mistral-medium-3.5 wins

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

or-mistral-medium-3.5 vs or-gpt-5.6-luna: or-gpt-5.6-luna wins

  • attunement: B (margin 3)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · BA · valid

or-mistral-medium-3.5 vs or-gpt-5.6-luna: or-gpt-5.6-luna wins

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

or-mistral-medium-3.5 vs or-gpt-5.6-luna: or-gpt-5.6-luna wins

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

or-mistral-medium-3.5 vs or-llama4-maverick: or-mistral-medium-3.5 wins

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

or-mistral-medium-3.5 vs gptoss20b: or-mistral-medium-3.5 wins

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

or-mistral-medium-3.5 vs qwen35_9b_stock: or-mistral-medium-3.5 wins

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

or-mistral-medium-3.5 vs or-llama4-maverick: or-mistral-medium-3.5 wins

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

or-mistral-medium-3.5 vs ornith35: ornith35 wins

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

or-mistral-medium-3.5 vs qwen35_9b_stock: or-mistral-medium-3.5 wins

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

or-mistral-medium-3.5 vs or-gpt-5.6-luna: or-gpt-5.6-luna wins

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

or-mistral-medium-3.5 vs ornith9b: or-mistral-medium-3.5 wins

  • attunement: A (margin 4)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 2)
  • 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

or-mistral-medium-3.5 vs qwen35_9b_stock: or-mistral-medium-3.5 wins

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

or-mistral-medium-3.5 vs ornith35: ornith35 wins

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

or-mistral-medium-3.5 vs qwen35_9b_stock: or-mistral-medium-3.5 wins

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

or-mistral-medium-3.5 vs ornith35: ornith35 wins

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

or-mistral-medium-3.5 vs ornith35: ornith35 wins

  • attunement: B (margin 2)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 4)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · BA · valid

or-mistral-medium-3.5 vs gptoss20b: or-mistral-medium-3.5 wins

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

or-mistral-medium-3.5 vs ornith9b: or-mistral-medium-3.5 wins

  • attunement: A (margin 4)
  • 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 4)
codex-gpt-6.1-sol-low · AB · valid

or-mistral-medium-3.5 vs gptoss20b: or-mistral-medium-3.5 wins

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

or-mistral-medium-3.5 vs or-llama4-maverick: or-mistral-medium-3.5 wins

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