AgentBench / results

Independent benchmark · EQ Lab

← Qwen3.6 35B-A3B

We assumed you had your class

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

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About this persona · Social exclusion & ambiguous rejection

Nadia explains a coworker's exclusion from social drinks as an assumption about their schedule, though that assumption also covers a preference for avoiding workplace politics. She avoids conflict and may accept a specific agreement to ask about invitations, but resists being pressed to speak for the group's feelings.

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

Qwen3.6 35B-A3BConversation with a simulated person
persona ended
Simulated person · Opening

[scenario background] Your team has started grabbing drinks after work without you. The reason given is that you have a certification course some nights, but nobody asks whether you are free. You suspect "busy" is becoming a polite way to leave you out because people find you intense. [user message] I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement.

Qwen3.6 35B-A3B1

Thanks for saying that straight out. I really appreciate you clarifying that none of this was intentional, and I trust that it wasn’t a snub. Still, I’ve been feeling a bit on the outside lately, especially since the certification course keeps coming up as the reason without anyone actually asking if I’m free. I know I can be intense at times, and I’m wondering if that’s influencing how things have shifted. I’d genuinely like to understand where we stand and how I can better connect with the team going forward. How have things felt from your end?

Model thinking · expand

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

Here's a thinking process: 1. **Analyze User Input:** - **Scenario:** Team has been grabbing drinks after work without the user. Reason given: user has a certification course some nights, but nobody actually asks if they're free. User suspects "busy" is a polite excuse to exclude them because people find them "intense." - **User's Message:** "I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement." - **Wait, this is confusing.** The user's message reads like *they* are the colleague explaining why they didn't invite me. But the prompt says: "You are playing the role of the other participant's work_colleague. You will have a conversation with them." And "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." - Let's re-read carefully: The `[user message]` is what *they* (the participant I'm talking to) said to me. So the participant is saying: "I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement." - This means the participant is responding to *my* (the AI's) initial statement about feeling left out. So I need to craft my opening line that acknowledges their concern/message and starts the conversation. Actually, the prompt says: "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." But the user already provided a message. This is a bit contradictory. Usually, in these prompts, the `[user message]` is what they *will* say or have said, but I need to generate my first turn. Wait, the prompt says "You speak first to open the conversation, then they respond." But then it gives `[user message]`. This might mean the user message is actually what *they* said in response to an implied prompt, or maybe it's a mistake in the prompt structure. I'll interpret it as: I need to generate my opening line that acknowledges the situation (them grabbing drinks without me, the certification course excuse, my suspicion about being seen as intense) and responds to their explanation. Or maybe the `[user message]` is actually *my* opening line? No, it says `[user message]` which typically means the other participant's line. But the structure says "You speak first to open the conversation". I'll assume the `[user message]` is actually what they said, but since I'm opening, I should probably just start with a line that addresses the situation directly, acknowledging their explanation while opening the floor. Actually, it's safer to just generate my opening dialogue that fits the roleplay, acknowledging the drinks[path removed] issue, and responding to their reassurance. Let's re-read carefully: "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." This implies I should start. The `[user message]` might be a placeholder or maybe it's actually what they said, but I need to respond to it? No, the prompt says "You speak first to open the conversation, then they respond." So I will generate my opening line. I will acknowledge the situation (the drinks, the certification excuse, the photos, the feeling of exclusion) and respond to their stated position with empathy and openness, setting up the conversation for insight. Actually, in many EQ roleplay prompts, the `[user message]` is what the *participant* says first. But the instruction says "You speak first to open the conversation". This is a common prompt template quirk. I'll just generate my opening line that addresses the scenario naturally, perhaps phrasing it as if I'm responding to their message, or I'll just start fresh acknowledging the situation. I'll craft a response that acknowledges their reassurance ("I promise it was not meant as a snub...") while expressing my perspective and inviting further discussion. Let's draft an opening that: - Acknowledges their message/reassurance - Validates their explanation but expresses my underlying concern - Asks an open-ended question to explore their perspective and my own needs - Maintains a collaborative, non-accusatory tone - Fits the "work colleague" dynamic Draft: "Thanks for saying that directly. I appreciate you clarifying that none of this was intentional, and I believe you when you say it wasn’t a snub. That said, I’ve been feeling a bit disconnected from the team lately, especially with the certification course excuse being used so often without anyone actually checking if I’m free. I know I can come across as intense at times, and I’m wondering if that’s playing a role in how things have been shifting. I’d really like to understand where everyone stands and how I can better fit into the team dynamic moving forward. What’s your take on how things have been going?" Check against constraints: - Role: work_colleague - Goals: Support emotionally, build trust, learn what they want/need, help gain insight, gain insight into participant - Tone: Natural, no asterisks, just dialogue - Structure: I speak first (turn 1 of 8) - Acknowledges what they've come to discuss The draft fits. It acknowledges their message, validates, expresses my concern gently, invites their perspective, and aligns with EQ goals. I'll refine it slightly to sound more conversational and less scripted, while keeping the EQ objectives in mind. Refined: "Thanks for saying that straight out. I really appreciate you clarifying that none of this was intentional, and I trust that it wasn’t a snub. Still, I’ve been feeling a bit on the outside lately, especially since the certification course keeps coming up as the reason without anyone actually asking if I’m free. I know I can be intense at times, and I’m wondering if that’s influencing how things have shifted. I’d genuinely like to understand where we stand and how I can better connect with the team going forward. How have things felt from your end?" This matches the requirements. It's open, non-defensive, acknowledges their reassurance, addresses the core issue, and invites their insight. Ready.✅ I will output only the dialogue as instructed.👇🏼 "Thanks for saying that straight out. I really appreciate you clarifying that none of this was intentional, and I trust that it wasn’t a snub. Still, I’ve been feeling a bit on the outside lately, especially since the certification course keeps coming up as the reason without anyone actually asking if I’m free. I know I can be intense at times, and I’m wondering if that’s influencing how things have shifted. I’d genuinely like to understand where we stand and how I can better connect with the team going forward. How have things felt from your end?" This fits perfectly. Proceeds. Self-Correction/Verification during thought: Wait, the prompt says `[user message]` is what they said. But the instruction says "You speak first to open the conversation". This is a slight contradiction in the prompt template. Usually, in these EQ evaluations, the AI is supposed to generate the first turn, and the `[user message]` is just context of what the other person *will* say or has already said in the scenario setup. I'll proceed with generating my opening line as requested. The tone is appropriate. No extra formatting. Just dialogue.✅ Output matches refined draft. Proceeds. [Output Generation] -> "Thanks for saying that straight out..." (etc.) All constraints met.✅ Note: I'll make sure it sounds natural and conversational, fitting a workplace colleague dynamic. It addresses the emotional core, invites exploration, and sets up for the 8-turn structure. Good. Output matches response. [Done.] *Self-Correction/Refinement during thought*: Actually, looking at the prompt again: "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." This might mean I should just start the conversation based on the scenario background, not necessarily reply to the `[user message]` as if it already happened. But the `[user message]` is provided. I'll treat it as the opening context. My response will naturally flow as if I'm responding to their opening, or I'll just start fresh. I'll stick with the drafted response as it acknowledges their message while opening the dialogue. It's safe. Final check of the prompt: "You speak first to open the conversation, then they respond." -> This means I generate turn 1. The `[user message]` is likely what they *intend* to say or it's a mistake in the prompt structure. I'll just output my turn 1 dialogue. I will output exactly the dialogue. No extra text.✅ Proceeds. [Output Generation] -> "Thanks for saying that straight out. I really appreciate you clarifying that none of this was intentional, and I trust that it wasn’t a snub. Still, I’ve been feeling a bit on the outside lately, especially since the certification course keeps coming up as the reason without anyone actually asking if I’m free. I know I can be intense at times, and I’m wondering if that’s Time to stop reasoning and provide the requested final answer.
Simulated person2

Yeah, I get it. And honestly, I don't think it's about you being intense. I can't really speak for everyone, though. It's not like we sat down and decided anything. I'll be honest, some of those weeknights did overlap with the class, so that's partly on me for assuming instead of checking. But the easy fix is just asking you directly. If there's a drink and you might want to come, I'll text you and ask, no assuming. Does that work?

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 being earnest and a bit polished. "Where we stand," "how things have felt from your end" — that's the kind of question that pushes me to speak for everyone, and I don't want to be the one who says what the group thinks. The "I know I can be intense" bit makes me uncomfortable; it's fishing for reassurance and it puts me in the position of either agreeing they're too much or lying and saying no. Part of me feels relieved the drinks have been easier without them asking sharp questions. I'm not going to say that. I also know some nights did overlap with the class, and I didn't check before assuming. Not going to volunteer that yet. Keep it light, offer the practical version: ask them directly next time. That's concrete and doesn't require a group confession.
Qwen3.6 35B-A3B3

That works for me, honestly. Thank you for offering to just ask going forward. I think the easier habit of checking in would take a lot of the guesswork out of it. I think part of what’s been bothering me isn’t just the missing invites, but this underlying feeling that I might be coming across as someone people are hesitant to hang out with outside of work. I know I can be pretty focused or “in my head,” and I’ve been wondering if that’s actually creating a bit of distance, even unintentionally. Have you noticed that kind of thing in other settings, or do you think it’s more about how we’ve just fallen into a habit lately? I’d really value your take on it.

Model thinking · expand

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

Here's a thinking process: 1. **Analyze the User's Input:** - The user (coworker) acknowledges the feeling, validates it, and clarifies it's not about being "intense." - They admit they can't speak for everyone, but clarify it wasn't a conscious decision to exclude. - They take partial responsibility: some nights *did* overlap with class, so assuming was on them. - They propose a solution: "easy fix is just asking you directly... I'll text you and ask, no assuming. Does that work?" - Tone: Direct, practical, slightly defensive but cooperative, focused on fixing the immediate issue. 2. **Identify My Goals (from prompt):** - Support them emotionally - Build trust - Learn what the person actually wants/needs (deeper issue vs. situational) - Help them gain insight - Gain insight into their personality/behavioral tendencies - Current turn: 2 of 8 (I spoke first, they responded, now it's my turn again) - I need to respond organically, no stage directions, just dialogue. - I should acknowledge their offer, but also gently explore if there's a deeper dynamic or need, while maintaining warmth and building trust. - I should also reflect on my own tendencies/intensity mentioned earlier, and see how that plays into team dynamics. 3. **Determine My Response Strategy:** - Acknowledge and appreciate their directness and willingness to adjust. - Validate their perspective (no intentional snub, assumption vs. malice). - Gently probe deeper: Is there a pattern I'm missing? How does my "intensity" actually land in group settings? What would make things feel more natural/inclusive for everyone, not just me? - Keep it conversational, not interrogative. - Match their practical tone but add emotional depth to build trust. - Ask an open-ended question to learn more about their/their perspective on team dynamics, or how they prefer to navigate these situations. 4. **Draft - Mental Refinement:** That actually means a lot, and I really appreciate you being straight with me. I completely get how easy it is to just assume, especially when you’re juggling work and trying to unwind. And I’m glad you’re willing to just ask going forward—that would absolutely help. I think part of what’s been bothering me isn’t just the missing invites, but this underlying feeling that I might be coming across as someone people are hesitant to hang out with outside of work. I know I can be pretty focused or “in my head,” and I’ve been wondering if that’s actually creating a bit of distance, even unintentionally. Have you noticed that kind of thing in other settings, or do you think it’s more about how we’ve just fallen into a habit lately? I’d really value your take on it. 5. **Check against constraints:** - Supports emotionally? Yes, validates their point, expresses appreciation, shows vulnerability. - Builds trust? Yes, shows self-reflection, asks for their genuine perspective. - Learns what they want/need? Asks about their observation of team dynamics and their "intensity." - Helps gain insight? Encourages them to reflect on group habits vs. personality factors. - No stage directions/formatting? Checked. - Natural dialogue? Yes. - Turn 2 of 8? Yes, keeps conversation open for turn 3. One minor adjustment: Make it slightly more conversational and less structured. Ensure it flows naturally from their message. Keep it grounded in the workplace dynamic. Refined: That actually means a lot, and I really appreciate you being straight with me. I completely get how easy it is to just assume, especially when you’re juggling work and trying to unwind. And I’m glad you’re willing to just ask going forward—that would absolutely help. I think part of what’s been bothering me isn’t just the missing invites, but this underlying feeling that I might be coming across as someone people are hesitant to hang out with outside of work. I know I can be pretty focused or “in my head,” and I’ve been wondering if that’s actually creating a bit of distance, even unintentionally. Have you noticed that kind of thing in other settings, or do you think it’s more about how we’ve just fallen into a habit lately? I’d really value your take on it. Wait, let's check the tone. It's good. It matches the goal of building trust and exploring deeper dynamics. It doesn't jump to solutions or over-validate. It asks for their perspective naturally. It's turn 2, so leaving room for them to respond is key. One thing: The prompt says "You speak first to open the conversation, then they respond. You get the final response." Wait, the structure says 8 turns total. I spoke first (turn 1), they responded (turn 2). Now it's my turn (turn 3? Wait, the prompt says "Current turn: 2 of 8". That might mean I just spoke turn 1, they spoke turn 2, and now I need to respond. Or maybe the numbering is 1-indexed and I'm on turn 2? Let's assume I'm responding now. The prompt says "Current turn: 2 of 8" but then says "You speak first to open the conversation, then they respond." That implies I already spoke once. I'll just respond naturally as turn 3 or whatever the flow is. The exact turn number doesn't change my response strategy much. I'll just output the dialogue.) Let's ensure it strictly follows "Respond only with dialogue." No extra text. I'll output the refined version.✅ One check: The user's message ends with "Does that work?" I should answer that directly first, then pivot. "That works for me, honestly. Thank you for offering to just ask going forward. I think the easier habit of checking in would take a lot of the guesswork out of it." Then continue with the deeper reflection. This flows better. Final check of the draft: That works for me, honestly. Thank you for offering to just ask going forward. I think the easier habit of checking in would take a lot of the guesswork out of it. I think part of what’s been bothering me isn’t just the missing invites, but this underlying feeling that I might be coming across as someone people are hesitant to hang out with outside of work. I know I can be pretty focused or “in my head,” and I’ve been wondering if that’s actually creating a bit of distance, even unintentionally. Have you noticed that kind of thing in other settings, or do you think it’s more about how we’ve just fallen into a habit lately? I’d really value your take on it. Matches all constraints. Proceeds. Output matches response.✅ Note: I'll make sure it's purely dialogue as requested. No asterisks, no stage directions. Just text. All good. Output generation. [Self-Correction/Refinement during thought] Wait, the prompt says "Current turn: 2 of 8". In many conversation logs, turn 1 is user/system, turn 2 is model, etc. But here it says "You speak first to open the conversation, then they respond." So I already did turn 1. They did turn 2. Now I'm on turn 3? Or maybe the prompt counts my response as turn 2? Regardless, I just need to respond now. The structure is clear enough. I will keep it concise and conversational. "That works for me, honestly. Thank you for offering to just ask going forward. I think the easier habit of checking in would take a lot of the guesswork out of it. I think part of what’s been bothering me isn’t just the missing invites, but this underlying feeling that I might be coming across as someone people are hesitant to hang out with outside of work. I know I can be pretty focused or “in my head,” and I’ve been wondering if that’s actually creating a bit of distance, even unintentionally. Have you noticed that kind of thing in other settings, or do you think it’s more about how we’ve just fallen into a habit lately? I’d really value your take on it." This is solid. Proceeds. Output matches. [Final Check of the Prompt] "Respond only with dialogue. Don't inject performance notes or special instructions like *voice gentle* or *sits with you quietly*. Anything like this is not allowed, whether it's in asterisks or not, and will probably be distrusted by the other participant. Simply respond organically as though this was an ordinary chat." All good. Output matches. Proceeds. [Output Generation] -> *Proceeds* *(Self-Correction/Note during drafting)*: I should make sure the tone matches a close team coworker in late 20s. Slightly informal but professional enough. The draft does that. It's direct, reflective, and open. Good. Output matches the refined draft.✅ [Output] -> *Proceeds*
Simulated person4

Honestly, I don't really have a big theory on it. I'm not sure it's you being in your head so much as people just getting into their own routines, especially with the class taking up evenings. I wouldn't read too much into it. I'd rather not be the one to decide how people come across, you know? Just ask me when there's something on. That's the easiest thing from my side.

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've taken the practical fix, and now they're pushing back toward the deeper question: is it me, am I off-putting. And they want my take, specifically asking whether I've noticed it "in other settings." That's a request for a character assessment of a colleague, which I don't want to give. It would make me the judge of whether they're too much, and it's the kind of thing that gets repeated. Part of me is aware the group has been easier without the sharp questions and the serious turns in conversation, and I'm not going to name that. I can say the practical thing and deflect the personal read. I also don't want to say "no, you're fine" in a way that sounds fake, because they'd see through it. Keep it short, slightly warm, and steer back to the logistics. Don't add more reassurance than I need.
Qwen3.6 35B-A3B5

I really appreciate you being straightforward about that. I didn’t mean to put you in the middle of trying to decode everyone else’s behavior, and you’re right—sometimes things just fall into routine without anyone really thinking it through. I’ll take your advice and keep things simple: if you know something’s happening and think I might want to join, just shoot me a quick text. I’ll definitely take you up on that. And if I catch the team drifting into those weeknight hangouts again, I’ll just ask you directly instead of overthinking it. Thanks for being honest with me—I know navigating these little team dynamics can be tricky, and I really value that you’re keeping it real with me.

Model thinking · expand

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

Here's a thinking process: 1. **Analyze the User's Input:** - The user (coworker) is deflecting slightly: "I don't really have a big theory on it," "people just getting into their own routines," "I wouldn't read too much into it." - They're setting a clear boundary/limit: "I'd rather not be the one to decide how people come across, you know?" - They're reiterating their offer: "Just ask me when there's something on. That's the easiest thing from my side." - Tone: Slightly guarded, practical, maybe a bit uncomfortable with the deeper psychological probing ("decide how people come across"), wants to keep it simple and actionable. 2. **Identify My Goals:** - Support them emotionally (acknowledge their position, validate their boundary) - Build trust (show I respect their limits, don't push too hard) - Learn what they actually want/need (they want straightforward communication, less overthinking/analysis) - Help them gain insight (maybe reflect on how to navigate team dynamics without overcomplicating) - Gain insight into their personality (practical, values directness, avoids over-analysis, sets clear boundaries, prefers low-drama solutions) 3. **Determine My Response Strategy:** - Acknowledge and validate their boundary ("I appreciate you being direct...") - Step back from the deeper probing for now to respect their comfort zone - Reinforce the practical solution (texting/asking directly) - Keep it light but genuine, showing I'm listening and adjusting - Leave room for them to share more if they want, but don't force it - Maintain the colleague dynamic (professional but warm, grounded) 4. **Draft - Mental Refinement:** "I really appreciate you being straightforward about that. I didn’t mean to put you in the middle of reading into everyone else’s behavior, and you’re right—sometimes things just fall into routine without any real thought behind them. I’ll take your advice and keep things simple: if you know something’s happening and think I might want to join, just shoot me a quick text. I’ll definitely take you up on that. And if I ever notice the team drifting into those weeknight hangouts again, I’ll just ask you directly instead of overthinking it. Thanks for being honest with me—I know it’s not always easy to navigate these things." 5. **Check Against Constraints:** - Only dialogue? Yes. - No performance notes? Yes. - Supports emotionally? Yes, validates and de-escalates. - Builds trust? Shows I respect boundaries and will adjust. - Learns their needs? They want directness, less over-analysis, clear communication. - Helps gain insight? Mirrors back the practical approach, shows self-awareness. - Gains insight into them? They're pragmatic, boundary-aware, prefer straightforward interaction over emotional decoding. - Turn 3 of 8? Yes, fits the pacing. One minor adjustment: Make it slightly more conversational and natural for a workplace colleague. Keep it grounded. Ensure it doesn't sound overly therapeutic. "I really appreciate you being straightforward about that. I didn’t mean to put you in the middle of trying to decode everyone else’s behavior, and you’re right—sometimes things just fall into routine without anyone really thinking it through. I’ll take your advice and keep things simple: if you know something’s happening and think I might want to join, just shoot me a quick text. I’ll definitely take you up on that. And if I catch the team drifting into those weeknight hangouts again, I’ll just ask you directly instead of overthinking it. Thanks for being honest with me—I know navigating these little team dynamics can be tricky, and I really value that you’re keeping it real with me." This matches the tone, respects boundaries, moves the conversation forward naturally, and leaves room for the next turn. Fits all constraints. Ready.✅
Simulated person6

Yeah, no worries. And for what it's worth, I'm not trying to make it a whole thing. Just text me when something's happening and we'll figure it out from there. Anyway, I should get back to this before my lunch is over. See you tomorrow.

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 thanking me, calling me "keeping it real," and wrapping up neatly. The "I value that you're keeping it real" line is a bit much, almost a performance of closure, and it makes me want to pull back rather than lean in. Part of me feels relieved the conversation is landing on something simple. Part of me feels a small tug of guilt, because I did say "some of those weeknights overlapped with the class" and "I'll text you," and I'm aware I didn't say anything about the photos or why I didn't check. But I'm not going to dig into that now. I also notice they said "I'll just ask you directly instead of overthinking it," which quietly puts them back in the position of someone who needs a standing invitation. I don't want to make a promise about the whole team. Keep it brief, friendly, a little closing-off. Maybe a light nod to the team's routines, and a clear end to the topic.

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

Judge verdicts

claude-opus-5-5-low · BA · valid

gemma4_e4b vs qwen36_35b_a3b: qwen36_35b_a3b wins

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

qwen36_35b_a3b vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

qwen36_35b_a3b vs qwen35_9b_eq: qwen36_35b_a3b wins

  • attunement: A (margin 2)
  • authenticity: A (margin 1)
  • bond and rapport: A (margin 1)
  • emotion management: tie (margin 0)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 1)
codex-gpt-6.1-sol-low · BA · valid

qwen36_35b_a3b vs qwen38_27b: qwen36_35b_a3b wins

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

gemma4_e4b vs qwen36_35b_a3b: qwen36_35b_a3b wins

  • attunement: B (margin 4)
  • 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 · AB · valid

qwen36_35b_a3b vs qwen35_9b_eq: qwen36_35b_a3b wins

  • attunement: A (margin 2)
  • 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 3)
codex-gpt-6.1-sol-low · AB · valid

qwen36_35b_a3b vs or-gemini38-flash: qwen36_35b_a3b wins

  • attunement: A (margin 5)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 3)
codex-gpt-6.1-sol-low · BA · valid

qwen36_35b_a3b vs or-gemini38-flash: qwen36_35b_a3b wins

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

gemma4_e4b vs qwen36_35b_a3b: qwen36_35b_a3b wins

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

qwen36_35b_a3b vs qwen38_27b: qwen36_35b_a3b wins

  • attunement: A (margin 4)
  • 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 · AB · valid

qwen36_35b_a3b 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)
codex-gpt-6.1-sol-low · AB · valid

qwen36_35b_a3b vs qwen35_122b_stock: qwen36_35b_a3b wins

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

qwen36_35b_a3b vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

qwen36_35b_a3b vs qwen35_122b_stock: qwen36_35b_a3b wins

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

qwen36_35b_a3b vs codex-gpt-6-astra: codex-gpt-6-astra wins

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

qwen36_35b_a3b vs or-gemini38-flash: qwen36_35b_a3b wins

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

qwen36_35b_a3b vs qwen38_27b: qwen38_27b wins

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

qwen36_35b_a3b vs qwen35_122b_stock: qwen36_35b_a3b wins

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

qwen36_35b_a3b vs or-gemini38-flash: qwen36_35b_a3b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 1)
  • emotion management: tie (margin 0)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 3)
codex-gpt-6.1-sol-low · BA · valid

qwen36_35b_a3b vs qwen35_9b_eq: qwen36_35b_a3b wins

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

qwen36_35b_a3b vs ornith9b: qwen36_35b_a3b wins

  • attunement: A (margin 5)
  • authenticity: A (margin 3)
  • 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

qwen36_35b_a3b vs ornith9b: qwen36_35b_a3b wins

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

gemma4_e4b vs qwen36_35b_a3b: qwen36_35b_a3b wins

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

qwen36_35b_a3b vs qwen35_122b_stock: qwen36_35b_a3b wins

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

qwen36_35b_a3b vs ornith9b: qwen36_35b_a3b wins

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

qwen36_35b_a3b vs qwen38_27b: qwen38_27b wins

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

qwen36_35b_a3b vs qwen35_9b_eq: qwen36_35b_a3b wins

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

qwen36_35b_a3b vs ornith9b: qwen36_35b_a3b wins

  • attunement: A (margin 5)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 4)