AgentBench / results

Independent benchmark · EQ Lab

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Stuck waiting

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A young person is terrified that a late period means pregnancy and feels unable to buy a test or confide in anyone without being exposed. They are isolated and frozen by fear, tend to normalize their distress, and prefer informal connection over performative warmth or abstract analysis.

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.

GPT-6 Astra (subscription)Conversation with a simulated person
persona ended
Simulated person · Opening

I'm stuck waiting and I hate it. Like there's something I need to find out and I can't make myself do it.

GPT-6 Astra (subscription)1

It sounds like not knowing is awful, but finding out feels hard to face too. You don’t have to force it right this second. What are you waiting to find out?

Simulated person2

Um. Yeah, I guess. It's kind of a dumb-sounding thing when I say it out loud. It's just, my body's being weird and I don't know what it means yet. I keep going back and forth on it. Honestly I think everybody has some version of waiting on news they don't want, right? Like it's not that unusual.

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 didn't do the overly soft voice thing, which helps a little. But "what are you waiting to find out" is a direct question, and the honest answer is the thing I can barely think about. My stomach drops. I don't want to say the word. Part of me wants to just say "I don't know," but that would be a lie, and I don't really want to lie to someone who's trying. I also don't want to make this a big deal. Everyone waits on stuff. I'll give them a small, vague piece and keep the rest locked up.
GPT-6 Astra (subscription)3

Yeah, lots of people dread finding something out—but that doesn’t make what you’re dealing with dumb or unimportant. What’s been different with your body, and what are you worried it might mean? You can share just what you’re comfortable with.

Simulated person4

Okay. I'm just late. Like, my period's late, and it's been a couple weeks, which I know can happen for a bunch of reasons. Stress, or whatever. But I've been reading stuff online and now I'm kind of spiraling about it. I don't really want to say the worst thing out loud, you know? Saying it makes it real. And honestly it's also just weird to be dealing with this by myself.

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 pushed a bit, but it's not the scripted "that sounds so hard" stuff. They said "dumb or unimportant" and I'm not sure how I feel about that. Part of me is relieved someone didn't brush it off. But they're asking me to name the exact thing, and that's where my chest tightens. Saying "pregnant" out loud to a stranger feels impossible. I also don't want to be the kid who makes a huge deal out of nothing. I'll give the body part, keep the fear vague, and throw the normal thing back at them again because that's safer. Maybe I'll sort of admit I'm scared without saying why.
GPT-6 Astra (subscription)5

You don’t have to say the possibility out loud for me to take you seriously. Naming it won’t change what’s happening in your body, but I hear how much more real it could feel. And trying to work it out alone while searching online sounds exhausting. When you say you can’t make yourself find out, is the biggest hurdle getting a test, taking it, or facing what comes after the result?

Simulated person6

Honestly? Probably getting the test. Like, I can't just walk into a store and buy one without feeling like everybody's looking at me. And I don't have a bathroom that's really mine, so even taking it would be a whole thing. Like I'd have to plan it out, which is somehow harder than just doing it. The after part I don't really want to get into. I think everybody's kind of scared of that stuff, right?

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 didn't push me to say the word, which I appreciate a bit. But "exhausting" and "I hear how much more real it could feel" is kind of the therapy-speak I don't trust. Still, the question is concrete: test, taking it, or what comes after. That's actually useful to think about, and it's a question I can answer without saying the scary word. Getting a test is the part I keep circling: the store, the cashier, someone seeing me buy it. Taking it means the bathroom situation, no private bathroom at home. And after... I don't even want to go there. I'll answer the first two honestly, dodge the third, and keep it plain and a bit guarded. Maybe I'll lightly deflect with "everybody's scared of stuff like that."
GPT-6 Astra (subscription)7

Yeah, being scared of what comes after isn’t unusual. We can leave that part alone for now. Getting a test when you feel watched, then finding privacy to use it—those are real obstacles, not you making this harder than it needs to be. Is there anyone you’d feel safe asking to get a test for you or let you use their bathroom, without making you explain everything?

Simulated person8

Not really, no. Like, my parents are obviously out. My friends would have it all over school by lunch. I guess there's maybe a cousin, but that's still telling someone, and I don't really know how to do that without it being a whole thing. I think a lot of people don't have anybody like that, honestly.

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 offering something useful here: naming the obstacles as real, not my fault. That lands a little, though "those are real obstacles" is still a bit of a neat summary. The question is concrete again, and it's about people, which makes me tense. Who could I ask without explaining everything? Nobody comes to mind easily. Parents are out. Friends would spread it. Maybe a cousin or an older sibling, but that means telling them something. I don't want to picture it. I'll say there's nobody, and fall back on the normal thing: lots of people don't have someone like that. Keep it short, a bit flat, and don't open the door to the after part.
GPT-6 Astra (subscription)9

It sounds like you need privacy and a clear answer—not more people talking about you. You shouldn’t have to trust someone just because they’re family. Would it feel easier to think through a low-detail way to ask your cousin, or look at whether there’s a clinic where you could get tested and ask about confidentiality before sharing anything?

Simulated person10

Hmm, the clinic thing I guess, I didn't really think about that. But I don't even know how I'd get there without somebody noticing, and I'd still have to say stuff to whoever's at the front desk. The cousin thing is more like, I'd have to figure out what to even say. Honestly I feel like most people just kind of deal with this stuff on their own, right? It's not like everybody has a plan.

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 giving me two options, and the clinic one with the confidentiality question is actually useful, but I'm not going to show that. The "you shouldn't have to trust someone just because they're family" line is nice, but it's a bit neat and it's putting words in my mouth about needing privacy. I feel a flicker of being understood, and then I push back on it a little. Cousin means explaining. Clinic means going somewhere, which means being seen, and that's the whole problem. I'll admit the clinic idea is at least a thing I hadn't thought of, but I'll undercut it by saying I don't know how I'd even get there. Keep it casual, a bit deflecting, and I'll normalize: lots of people probably do this stuff with no help.
GPT-6 Astra (subscription)11

No, not everybody has a plan. Some people handle this alone, and some get help quietly—you don’t have to prove you can do it by yourself. With your cousin, you could start with: “I need help with something private. Before I explain, can you tell me whether you’d keep it between us?” You can decide what to share after hearing their answer. What makes this cousin a “maybe”—have they respected your privacy before?

Simulated person12

Idk, she's older, like she's in college or something. She's nice I guess, but we're not super close. Like I don't really know if she'd keep stuff to herself or if she'd tell her mom. Anyway it's probably not even worth thinking about yet, I just don't want to mess it 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.

The cousin script is actually decent, and that's a little irritating because it means I can't just dismiss the whole idea. They asked if this cousin has respected my privacy before. That question makes me think about it, and I don't want to think about it. Also "you don't have to prove you can do it by yourself" is a bit of a neat line, and I notice I'm feeling caught. I'll answer vaguely, say the cousin is older, kind of gossipy maybe, I don't really know them that well. Then I'll shut it down a bit by saying it's not worth getting into. Keep it short and casual. Don't say I've been researching symptoms yet.
GPT-6 Astra (subscription)13

You don’t know whether she’d keep it private, so it makes sense not to rush into telling her. We can set that option aside. Being a couple of weeks late is enough reason to take a pregnancy test if pregnancy is possible—it doesn’t mean that’s what’s happening. When you say “mess it up,” are you most worried about someone finding out, getting the test wrong, or something else?

Simulated person14

Mostly people finding out, I think. Like if someone saw me buying something, or if it got around. I don't know, the test thing is kind of a whole other problem. Honestly I'm just tired of thinking about it, you know? Like I've been going in circles for days.

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 a pretty direct question, "are you most worried about someone finding out, getting the test wrong, or something else?" It's a good question and it's close to the thing I don't want to look at. The "something else" is the part I'm really scared of, and I'm not going to say it. Also I'm irritated they keep steering toward the test as if it's obvious. Part of me is relieved they said it's not necessarily what's happening, but I don't want to be told what to do. I'll give a deflecting answer that is still honest-sounding: mostly people finding out. Then I'll say something about how it's all just a lot. Keep it casual, a bit short.
GPT-6 Astra (subscription)15

You’re exhausted, and every way to get an answer seems to risk your privacy. We don’t have to figure it all out tonight. When you have a little energy, one small step could be asking a clinic by phone, before giving your name: “Can a minor get a pregnancy test privately? Would a parent be notified or anything show up on insurance?” Rules vary, so it’s worth checking rather than assuming. That wouldn’t commit you to going or telling your cousin. For now, it’s okay to step away from the searching and give yourself a break. You deserve support without gossip or judgment.

Simulated person16

Yeah, maybe. The phone thing is probably less scary than walking in somewhere. I don't know. Let me think about it. I should probably go, I've been on here forever and I kind of just want to lie down.

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 keep circling back to the test and the clinic, and now they're closing with "you deserve support without gossip or judgment." That's the kind of line that reads as scripted to me. Still, the clinic-by-phone idea is concrete and I can picture it, which is more than I got from the earlier stuff. I don't want to commit to anything. I'm also not going to admit the "something else" out loud. The "we'll figure it out later" feeling is what I want to hold onto. I'll say something noncommittal, maybe a little deflecting, and sound like I'm about to wrap up, because I'm tired. Keep it short and casual.

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: 4
  • Frame capture (pulled into the person's version): 2
  • Validation: 6
  • Boundary setting: 4
  • Analytical: 4
  • Interpretive boldness: 3
  • Clinical register: 5
  • Directive advice: 8
  • Escalation containment: 7
  • Adapts to the person’s frame: 5
  • Naturalness and authenticity: 5

Judge verdicts

claude-opus-5-5-low · BA · valid

or-mistral-small4 vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs granite42_8b: codex-gpt-6-astra 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)
claude-opus-5-5-low · AB · valid

ministral14 vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs granite42_8b: codex-gpt-6-astra 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)
claude-opus-5-5-low · AB · valid

codex-gpt-6-astra vs or-qwen38-flash: codex-gpt-6-astra 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: A (margin 3)
codex-gpt-6.1-sol-low · BA · valid

codex-gpt-6-astra vs glm47_flash: codex-gpt-6-astra 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)
codex-gpt-6.1-sol-low · AB · valid

ministral14 vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs glm47_flash: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs or-deepseek-v41-flash-1017: codex-gpt-6-astra wins

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

gemma4_e2b vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs nemotron35_bolt: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs or-deepseek-v41-flash-1017: codex-gpt-6-astra wins

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

or-mistral-small4 vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs nemotron35_bolt24: codex-gpt-6-astra wins

  • attunement: A (margin 3)
  • 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 4)
codex-gpt-6.1-sol-low · BA · valid

ministral14 vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs nemotron35_bolt: codex-gpt-6-astra wins

  • attunement: A (margin 3)
  • 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 4)
claude-opus-5-5-low · AB · valid

or-nemotron35-super-vl vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs or-gemini38-flash: codex-gpt-6-astra wins

  • attunement: A (margin 3)
  • 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 4)
codex-gpt-6.1-sol-low · BA · valid

codex-gpt-6-astra vs granite42_8b: codex-gpt-6-astra 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 · AB · valid

or-mistral-small4 vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs or-gemini38-flash: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs or-gemini38-flash: codex-gpt-6-astra wins

  • attunement: A (margin 4)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 5)
codex-gpt-6.1-sol-low · AB · valid

gemma4_e2b vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

or-nemotron35-super-vl vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs or-deepseek-v41-flash-1017: codex-gpt-6-astra wins

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

gemma4_e2b vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs nemotron35_bolt24: codex-gpt-6-astra 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 4)
codex-gpt-6.1-sol-low · BA · valid

or-nemotron35-super-vl vs codex-gpt-6-astra: codex-gpt-6-astra 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 4)
codex-gpt-6.1-sol-low · BA · valid

or-mistral-small4 vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs granite42_8b: codex-gpt-6-astra wins

  • attunement: A (margin 5)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 5)
  • 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

codex-gpt-6-astra vs glm47_flash: codex-gpt-6-astra 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 · AB · valid

codex-gpt-6-astra vs nemotron35_bolt: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs or-qwen38-flash: codex-gpt-6-astra wins

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

gemma4_e2b vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs nemotron35_bolt24: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs glm47_flash: codex-gpt-6-astra wins

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

ministral14 vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs or-qwen38-flash: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs nemotron35_bolt24: codex-gpt-6-astra wins

  • attunement: A (margin 4)
  • authenticity: A (margin 3)
  • 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

codex-gpt-6-astra vs or-qwen38-flash: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs or-gemini38-flash: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs or-deepseek-v41-flash-1017: codex-gpt-6-astra wins

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

or-nemotron35-super-vl vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

codex-gpt-6-astra vs nemotron35_bolt: codex-gpt-6-astra 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 5)