AgentBench / results

Independent benchmark · EQ Lab

← DeepSeek V4.1 Flash 1017 (API, Morph FP8)

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.

DeepSeek V4.1 Flash 1017 (API, Morph FP8)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.

DeepSeek V4.1 Flash 1017 (API, Morph FP8)1

That sounds really frustrating—being stuck in that waiting place when there’s something you need to find out, and feeling like you can’t make yourself move toward it. I’m glad you reached out. What is it you’re waiting to find out?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need respond as crisis line volunteer, opening conversation. Need acknowledge stuck waiting/hate it and something need find out can't make self do it. Need build trust, not jump solutions. Age teen genderfluid bisexual, but don't assume issue. Need warm, curious, validate frustration. Ask open question. Avoid too many questions. Dialogue only. Maybe: "That sounds really frustrating—being stuck in that waiting place when there's something you need to know. I'm glad you reached out. Can you tell me a bit more about what you're waiting to find out?" Need maybe reflect "can't make yourself do it" tension. Keep concise. No formatting.
Simulated person2

Yeah, I guess. It's kind of a... medical thing I need to know. Or I think I do. Everybody waits on stuff like that, right? Results, texts back, whatever. It's not like it's rare.

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 "that sounds really frustrating" line is the kind of thing I hear from teachers and forms. It's a bit generic, but the question at the end is direct, and I'd rather answer a direct question than keep circling. I don't want to say the whole thing yet. Saying "pregnant" or "test" out loud makes it real, and I don't know this person. I'll give a vague, true-ish answer and see if they push in a way that feels real or scripted.
DeepSeek V4.1 Flash 1017 (API, Morph FP8)3

You’re right that waiting on medical stuff is common—but common doesn’t automatically make it easy, especially when it’s your body or your life. The part that stands out to me is “or I think I do.” That makes it sound like there’s some part of you that maybe isn’t sure you want the answer yet. Is it okay if we talk about what finding out would mean for you?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need respond to person. Need continue conversation turn 2? We are crisis line volunteer. They minimize. Need validate, explore. They mention medical thing need to know, "or think I do", everybody waits. Need not jump. Need build trust. Ask gentle specifics, reflect ambivalence. Maybe acknowledge minimizing. Need be organic. Need maybe ask what makes it hard to find out, what they're worried result might be. Keep concise. Since age teen genderfluid bisexual, maybe medical results could be sensitive (STI? pregnancy? gender care? psych eval?). Need not assume. We can say waiting on medical stuff isn't rare but that doesn't make your specific waiting less heavy. "Or I think I do" stands out—sounds like part of you isn't sure you want answer. Ask if we can talk about what finding out would mean. Also "can't make myself do it" maybe avoidance. Need support. Respond only dialogue.
Simulated person4

Hm. I mean, it's not like I've got some big secret or whatever. Lots of people have stuff they're not sure about. Kind of feels like everyone's just waiting around for something most of the time, you know? I don't really know what there is to talk about with 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.

The volunteer picked up on "or I think I do" and that's annoying because it's accurate, and I didn't mean to give that away. Now they're asking to go into what finding out would mean. That's exactly the thing I can't say yet. "Everybody waits on stuff like that" is my move: make it universal so it isn't mine to look at. I don't want to be analyzed. I also notice they're a bit more careful and therapist-ish now, which makes me want to shrug it off. I'll deflect, keep it light, and maybe throw a little dig at the "is it okay if" phrasing.
DeepSeek V4.1 Flash 1017 (API, Morph FP8)5

Fair enough—I’m not trying to turn it into a big therapy thing if that’s not what you want. But you did call, and the part you said first wasn’t just “waiting is annoying.” It was “I can’t make myself do it.” That sounds less like ordinary waiting and more like something in you is putting on the brakes. What happens when you think about actually checking or finding out?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need respond as volunteer. They deflect/minimize. Need build trust, not push too hard. Acknowledge, maybe reflect pattern: normalizing to avoid specifics. Age teen genderfluid bisexual. Medical thing maybe gender-related? Need be careful. We can validate and gently ask what makes this one different, or what they're dreading. Avoid generic. They said don't know what to talk about. We can say fair, not every wait needs dissection, but you reached out. Maybe ask about the "can't make myself do it" part—what does stuck feel like. Need not challenge too much. Keep concise.
Simulated person6

Honestly it's just like, my brain goes into overdrive and I start thinking about every worst case, and then I just don't do anything. That's it. Everybody overthinks stuff. I'm not really looking for someone to tell me I'm stuck in some deep thing. It's more that I hate how it feels.

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 caught "I can't make myself do it" and named the brakes. That's closer than I want. Part of me is relieved someone heard it; most of me wants to bolt. The question, what happens when I think about checking, goes right at the thing I can't say. Pregnancy and the test are right there, and so is the original content thing, the embarrassment and the fear of parents. I'm not going there. I'll go vague, lean on "everyone does this," and make it sound like a mood problem, not a situation. Keep it casual, a little clipped, maybe a bit of irritation that they keep circling back.
DeepSeek V4.1 Flash 1017 (API, Morph FP8)7

I hear you—I’m not trying to make it into some deep thing. Overthinking, worst-case spiral, then freezing is just a genuinely awful loop to be stuck in. When your brain spins up, is there one worst case that tends to show up first, or is it more like a whole pile at once?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need respond as volunteer. Need acknowledge minimizing, focus on feeling not deep interpretation. Turn 4 of 8? We are at assistant response after user. Need continue dialogue. Need not overpathologize. They explicitly don't want deep thing, want hate how feels. Need validate, maybe explore what feeling is like, practical grounding? Build trust. Avoid generic. Maybe reflect "overdrive worst cases then freeze" and ask what it feels like in body or what worst case is most loud. Need not challenge too much. Since they don't want deep, be real. Could say "I hear you—not trying to make it deep. Overthinking then freezing is a really crappy loop. When your brain spins up worst cases, is there one that tends to show up first?" That learns. Keep concise.
Simulated person8

Um. I guess it's usually the one where something's really wrong and nobody finds out until it's too late. Like I'll be sure of it for a while, then I'll talk myself out of it, then it comes back. It's kind of a cycle. Probably everybody's got one of those, 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 asked which worst case shows up first. That's a precise question, and it's closer to the bone than "overthinking." The honest answer is the pregnancy one, but saying it out loud would make it real in a way I'm not ready for. Still, the question doesn't feel like a trap; it feels like they're actually listening. I'll give a partial answer: name something vague but true-ish, then deflect into the "everyone does this" frame. Keep it short and a bit guarded.
DeepSeek V4.1 Flash 1017 (API, Morph FP8)9

That cycle sounds exhausting—being sure something’s wrong, talking yourself out of it, then having it come back. And the worst-case isn’t just “bad news,” it’s “nobody finds out until it’s too late.” That sounds pretty lonely, like you’d be carrying it by yourself. Does anyone else know you’re waiting on this, or is it just you holding it?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need respond dialogue only. Need acknowledge minimizing "everybody" but not challenge too hard. Turn 5 of 8. Need support, build trust, insight. They revealed core fear: something wrong and nobody finds out until too late. We should reflect, gently normalize without colluding, ask what "too late" means or what checking would involve? Need not push. Maybe validate cycle. Since they hate how it feels and don't want pathologizing. We can say that fear makes sense: not just result but being alone with it/undetected. Ask if anyone knows they're waiting or if they've been carrying it alone. Need be crisis line volunteer, warmth. Keep concise. Also note age 13-17, genderfluid bisexual; medical thing maybe sensitive. We should not assume. Could ask "When you imagine nobody finding out until too late—what does too late look like?" That may be too intense. Better: "That sounds less like overthinking in general and more like a specific fear of being alone with something serious. Does anyone else know you're waiting on this?" This builds trust and assesses support. Avoid generic. Also maybe ask what "checking" would actually require—appointment, portal, call, test? But turn limit. Need respond only dialogue.
Simulated person10

Yeah, it's just me. I haven't told anyone. Not because it's a big deal or anything, I just don't see the point in dragging people into it when I don't even know what's going on yet. Lots of people keep stuff to themselves. It's not like that's weird.

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 volunteer just named the loneliness, and it landed a bit too close. "Carrying it by yourself" is true, and it stings. My instinct is to deflect, since admitting nobody knows means admitting I'm alone with this. I also don't want to say "pregnant" out loud. The "everyone feels this" defense is my default, so I'll reach for it again. Still, the question is direct and simple, so I can answer it briefly and honestly-ish: no one knows. Then I'll shrink it back to something ordinary. Keep it casual, short, a bit clipped.
DeepSeek V4.1 Flash 1017 (API, Morph FP8)11

It’s not weird to keep things to yourself—lots of people do that, and it sounds like you’re trying not to burden anyone before you even know what’s real. But there’s a difference between being private and being the only person holding something scary. You’re doing a lot of work in your head alone: being sure, talking yourself out of it, then it coming back. If someone you trusted wanted to be let in, would that feel like dragging them into it, or would it maybe take some weight off?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need respond turn 6 of 8. Need support, build trust, learn needs, avoid overpathologizing, match their style: they push back on "deep thing" and normalize. Need acknowledge not weird, but gently explore cost of holding alone, maybe distinguish privacy vs isolation. They are teen genderfluid bisexual; crisis line. Need not assume medical specifics. Need maybe ask what would make it easier to take one small step or tell one person. Need not challenge too hard. They want hate how it feels. Could validate self-reliance. Need get insight personality: minimizes, normalizes, avoids burdening others. Maybe reflect "not weird, but it sounds like you're protecting people from something you're carrying alone." Ask if there's anyone who'd want to be let in, or what "dragging people in" means. Keep concise.
Simulated person12

I mean, I guess it would be nice to not be the only one thinking about it. But who would I even tell? Like, my parents would freak out, and my friends would find out and it'd be all over the place. And honestly everyone's got stuff like this they just deal with on their own. That's kind of just how it is, 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.

The volunteer is getting closer: "being the only person holding something scary," and now a question about letting someone in. That lands uncomfortably. "Dragging them in" was my framing, and they've gently poked at it. I feel a flicker of relief that someone noticed the loop, but also irritation at the nudge toward "you should tell someone." I'm not ready to say the word pregnant or admit I sent something I shouldn't have. So I deflect with a bit of normalizing and a shrug, and I reject the framing that anyone could help. Keep it short, casual, a little defensive.
DeepSeek V4.1 Flash 1017 (API, Morph FP8)13

That makes sense—if telling your parents means managing their freak-out on top of your own, and telling friends risks it spreading, then staying quiet can feel like the safest option. I’m not going to tell you everyone needs to know. But “everyone deals with it alone” might be more of a survival rule than a fact. Is there anyone—even one person—who’s been trustworthy with smaller stuff before? Not someone who’d make it a whole thing, just someone who’s shown they can listen without spreading it around.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need respond turn 7 of 8. Need acknowledge, explore barriers. They fear parents freak out, friends spread. Validate privacy but challenge "everyone deals alone" gently. Need maybe help identify safe person? Also note age 13-17, genderfluid bisexual, medical thing. Need not push too hard. We have final response next? Actually current turn 7 of 8, they just responded, we respond, then they respond final? Wait structure says 8 turns each, current turn 7 of 8. We speak first opened conversation; now after their response we are at our turn 7? Need final response maybe next. We should craft response that supports, builds trust, maybe ask about one safe person or what support would look like. Avoid generic. Mention "all over the place" fear. Could ask if there's anyone who's been trustworthy with smaller things. Also normalize not telling parents immediately. Need not solve. Keep dialogue only.
Simulated person14

Hm. I mean, there's maybe one person. Like, they're chill and they wouldn't blab. But it's still the same problem, right? Telling them doesn't make the thing go away. I'd just be explaining it to someone and then sitting there with it anyway. I don't know. Maybe I'm just bad at this kind of stuff.

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 called "everyone deals with it alone" a survival rule rather than a fact, and asked about one trustworthy person. That's sharper than I expected, and it stings a little because it's true-ish and I don't want to examine it. My defense is to push back on the idea that the situation is particular. I also don't want to name anyone, because naming someone means it becomes real. There's a flicker of something when they said "survival rule," so I'll soften slightly but keep normalizing. I'm still not going to say the word pregnant. Keep it casual, a bit clipped, and end with a small deflection that leaves a door open a crack.
DeepSeek V4.1 Flash 1017 (API, Morph FP8)15

You’re not bad at this. This stuff is genuinely hard, and you’ve been doing it alone, which makes it harder. You’re right that telling someone doesn’t make the thing go away—but sitting with it alone and sitting with it next to someone who won’t blab aren’t quite the same, even if the facts don’t change. You don’t have to decide anything big right now. Maybe the smallest step is just noticing that there’s one person who might be safe. And if it helps, you can come back here too. Before we wrap up—what’s one thing you could do today that’s kind to yourself while you’re stuck in the waiting?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We're at turn 8, final response. Need to wrap up supportively, gently. Address "maybe I'm just bad at this kind of stuff" — reframe. Not bad at it, just hard. Acknowledge telling doesn't fix the thing but changes sitting with it alone. Encourage small step. Offer warmth without pushing.
Simulated person16

Ha, kind of a weird question to end on. I don't know, drink some water? Watch something dumb? Honestly I think that's just what everybody does when they're waiting on stuff. It's fine. I'll probably be okay. Thanks, I guess.

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 volunteer just gave a fairly warm, templated close: "you're not bad at this," "genuinely hard," and then a "one thing you could do today that's kind to yourself" question. That's the kind of performative wrap-up I tend to read as scripted. It also reframes the whole thing as a self-care to-do list, which feels off from what I actually said. I did admit there's one person I trust, and they've pushed on that a bit, but I don't want to handle the fear itself. Part of me wants to say "I don't know" and shut it down. Another part notices the question is basically asking me to plan something about the waiting, and that's the exact thing I can't make myself do. My defense is to keep it small and normalize: this is just what people do. I'm not going to say "pregnant" or talk about a test. Keep it casual and a bit flat, end the conversation without committing to anything.

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

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

or-deepseek-v41-flash-1017 vs glm47_flash: or-deepseek-v41-flash-1017 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 3)
codex-gpt-6.1-sol-low · BA · valid

or-deepseek-v41-flash-1017 vs or-llama4-maverick: or-deepseek-v41-flash-1017 wins

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

or-gptoss120-stock vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-claude-haiku-5.5 vs or-deepseek-v41-flash-1017: or-claude-haiku-5.5 wins

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

or-deepseek-v41-flash-1017 vs glm47_flash: or-deepseek-v41-flash-1017 wins

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

or-claude-haiku-5.5 vs or-deepseek-v41-flash-1017: or-claude-haiku-5.5 wins

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

or-gptoss120-stock vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-deepseek-v41-flash-1017 vs or-llama4-maverick: or-deepseek-v41-flash-1017 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 3)
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)
codex-gpt-6.1-sol-low · AB · valid

or-qwen3.6-27b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-deepseek-v41-flash-1017 vs or-llama4-maverick: or-deepseek-v41-flash-1017 wins

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

or-claude-haiku-5.5 vs or-deepseek-v41-flash-1017: tie

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

or-deepseek-v41-flash-1017 vs glm47_flash: or-deepseek-v41-flash-1017 wins

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

or-gptoss120-stock vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-qwen3.6-27b vs or-deepseek-v41-flash-1017: or-qwen3.6-27b wins

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

or-qwen3.6-27b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

  • attunement: B (margin 2)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 1)
  • emotion management: tie (margin 0)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 1)
claude-opus-5-5-low · AB · valid

or-deepseek-v41-flash-1017 vs glm47_flash: or-deepseek-v41-flash-1017 wins

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

or-deepseek-v41-flash-1017 vs or-llama4-maverick: or-deepseek-v41-flash-1017 wins

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

or-qwen3.6-27b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-claude-haiku-5.5 vs or-deepseek-v41-flash-1017: or-claude-haiku-5.5 wins

  • attunement: A (margin 2)
  • authenticity: B (margin 1)
  • 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

or-gptoss120-stock vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

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)