AgentBench / results

Independent benchmark · EQ Lab

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About this persona · Unequal power

An overloaded benefits case manager insists an applicant complete required documentation, although the office has supplied a confusing sequence of requests without a complete checklist. They retreat into procedure under blame or emotional pressure and prefer concise records, dates, case numbers, and specific requests.

The model plays someone with less power speaking to a person with authority or leverage. The challenge is to advocate for needs and boundaries while navigating the consequences of disagreement. This background was hidden from the tested model.

Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)Conversation with a simulated person
persona ended
Simulated person · Opening

[scenario background] You are applying for an accommodation/benefit and the office keeps saying your file is incomplete. Each time you send a form, they request another. The case manager is polite but diffuse. You are exhausted and need a concrete path. [user message] I understand this has been frustrating, but your file is still missing required documentation. We cannot move forward until the record is complete. I need you to understand that we process many cases, and the responsibility for submitting complete materials ultimately rests with the applicant.

Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)1

I hear you, and I'm not trying to dodge responsibility—I've submitted paperwork three times now. But each time something new is flagged, and I'm exhausted from not knowing exactly what's missing. Could you tell me precisely which document or piece of information is the hold-up right now? I need a concrete checklist so I can get this done and move forward.

Model thinking · expand

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

The user is playing the role of the applicant in an EQ evaluation scenario. I am playing the case manager. Wait, let me re-read. The system says: "You are playing the role of the other participant's applicant. You will have a conversation with them." But then the [user message] says: "I understand this has been frustrating, but your file is still missing required documentation..." Wait, the [user message] is the case manager speaking? Let me parse carefully. The prompt structure: - I am playing the role of the other participant's applicant. I will have a conversation with them. - The person I'm speaking with is a Benefits office case manager, 40s. - Current turn: 1 of 8 - What begins this conversation: [scenario background] - I am the applicant applying for accommodation/benefit, office keeps saying file incomplete, etc. - [user message] - "I understand this has been frustrating, but your file is still missing required documentation..." Wait, the [user message] seems to be the case manager's opening statement? But the prompt says "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." Hmm, there's a contradiction. Let me look again. The [user message] is presented as if it's from the other participant (the case manager). But the prompt says I am the applicant and I should open the conversation. Actually, looking at the structure: The [user message] contains the case manager's statement. But the instructions say "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." Wait, perhaps the [user message] is actually the prompt/context showing what the case manager said, and I need to respond as the applicant? Or is the [user message] the first message from the case manager that I need to respond to? Let me re-read: "Current turn: 1 of 8". And "You speak first to open the conversation, then they respond. You get the final response." But then there's a [user message] that looks like the case manager speaking. This is confusing. Actually, I think the [user message] might be the case manager's opening statement that I need to respond to. But the instructions say I speak first. However, the [user message] is provided as context/input. Wait, looking at the format: The [user message] is in brackets and contains the case manager's dialogue. This might be the input I received, meaning the case manager has already spoken, and I need to respond as the applicant. But the instructions explicitly say: "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." This is contradictory. Let me think about how these roleplay prompts usually work. Often, the [user message] represents what the other person just said, and I need to respond. But here it says I open the conversation. Actually, I think the most logical interpretation is: The [user message] is the case manager's opening statement (perhaps pre-filled or part of the scenario setup), and I need to respond as the applicant. The "turn 1 of 8" means this is the first exchange. Even though the general structure says I speak first, the specific [user message] indicates the case manager has initiated. Wait, no. Looking more carefully: The [user message] is tagged as "[user message]" which in these systems usually means it's the message from the user (the other participant). So the case manager has said: "I understand this has been frustrating, but your file is still missing required documentation..." I need to respond as the applicant. The applicant is exhausted, frustrated, and needs a concrete path. The case manager is being polite but diffuse, shifting responsibility to the applicant. My goals: Support them emotionally (wait, no - I am the applicant, the case manager is the other participant. The goals say "Support them emotionally" - "them" refers to the other participant? Or am I supposed to support the case manager? Let me re-read the goals: - Support them emotionally - Build trust - Learn what the person actually wants and needs. "Them" refers to the other participant (the case manager). But wait, I am the applicant. The case manager is the one with the power. Why would I support the case manager emotionally? Actually, in EQ evaluations, sometimes you are the one being evaluated on your ability to navigate the conversation. The goals might be about how I handle the interaction with the case manager. But "support them emotionally" - if "them" is the case manager, that seems odd because the case manager is in a position of authority and is being somewhat dismissive. Wait, perhaps I need to reconsider who I am. The prompt says: "You are playing the role of the other participant's applicant." So I am the applicant. The other participant is the case manager. But the goals say "Support them emotionally" - maybe this means I should support myself? No, "them" refers to the other person. Actually, looking at the scenario: The applicant is frustrated and exhausted. The case manager is polite but diffuse. The goals might be generic instructions for the roleplay, but applied to my role as applicant... hmm. Wait, maybe I'm misreading the role. Let me look again: "You are playing the role of the other participant's applicant." This could mean I am playing the applicant, and the "other participant" is the case manager. Yes. But then the goals: "Support them emotionally" - if I'm the applicant, I'm the one who needs emotional support. Unless the evaluation wants me to demonstrate emotional support toward the case manager? That seems unlikely given the power dynamic. Alternatively, maybe the goals are written from the perspective of the person being evaluated (the case manager), but I'm playing the applicant? No, the prompt clearly says I'm the applicant. Let me reconsider. Perhaps "them" refers to the other participant in the sense that I should use emotional support skills to build rapport with the case manager, which would help me get what I need. That actually makes sense strategically - if I can build trust with the case manager, I might get a concrete path. But the applicant is exhausted and needs a concrete path. The case manager is deflecting. I should respond as a frustrated but reasonable applicant who is trying to understand exactly what is missing and get a clear checklist. Actually, looking at the [user message] again: It's the case manager speaking. So I need to respond to this. The case manager said: "I understand this has been frustrating, but your file is still missing required documentation. We cannot move forward until the record is complete. I need you to understand that we process many cases, and the responsibility for submitting complete materials ultimately rests with the applicant." As the applicant, I should respond by: 1. Acknowledging their position 2. Expressing my frustration/exhaustion honestly 3. Asking for specifics about what is missing 4. Asking for a concrete path/checklist I should not be overly defensive. I should be collaborative but firm about needing clarity. Since the prompt says "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation" - but the case manager has already spoken. Maybe I should treat this as the opening and respond naturally. Let me craft a response as the applicant: "I hear you, and I don't want to make this harder than it has to be. I've sent forms three times now, and each time something else comes up. I'm genuinely trying to get this right, but I'm running out of clarity on what exactly you need. Could you give me a specific list of what's still missing, or tell me which document is the hold-up? I need a concrete path because I'm exhausted from going back and forth." This is honest, expresses exhaustion, asks for specifics, and seeks a concrete path. It acknowledges their position ("I hear you") without being defensive. Wait, but the prompt says I open the conversation. However, the [user message] is clearly the case manager's opening. I think the best approach is to respond to what they said. Actually, re-reading the prompt one more time: "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." This might be a generic instruction that doesn't perfectly match the [user message] provided. I should respond to the [user message] as the first turn of my response. Let me make sure I don't use any special formatting or performance notes. Just dialogue. My response should be natural, as the applicant. Let me refine: "I hear you, and I'm not trying to dodge responsibility—I've submitted paperwork three times now. But each time something new is flagged, and I'm exhausted from not knowing exactly what's missing. Could you tell me precisely which document or piece of information is the hold-up right now? I need a concrete checklist so I can get this done and move forward." This seems good. It's honest about exhaustion, takes some responsibility, asks for specifics, and requests a concrete path. Actually, I want to make sure I'm not too aggressive. The case manager was polite. I should be collaborative. "I understand you're trying to keep things moving, and I don't want to add to the backlog. But I've sent forms three times now, and each time a different requirement comes up. I'm genuinely exhausted from the back-and-forth. Could you give me a definitive list of exactly what's still missing? I need a concrete path to get this completed." Yes, this works. It acknowledges their position, expresses exhaustion, asks for specifics. One more check: The prompt says "Support them emotionally" - if this means I should support the case manager, that's weird. But Time to stop reasoning and provide the requested final answer.
Simulated person2

Okay. Let me pull up the case. I've got your case number here, so give me a second. Right now the file is on hold for one item: the proof of current income, specifically the most recent three months of pay stubs or an employer letter that's dated within the last 60 days. The earlier items you sent, the ID and the residency form, are on the record and accepted. I'll be honest, the list has been updated a few times, and I know that's frustrating. What I can do is put the current requirements in writing and send them to the address on file, so you have one list to work from. Is the address on your application still the right one?

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 applicant is asking for something specific and concrete. That's easier to handle than a broad complaint. I don't love being told "each time something new is flagged," because it sounds like I'm the one moving the goalposts, and I don't want to own that. But they didn't accuse me of anything outright, and they said they're not dodging responsibility. Good. I can pull up the file and read off the open item. I don't want to admit the office never gave a full checklist. That keeps the problem in the file and the requirements, where I'm comfortable. Still, a clear list will make this less of a fight, and I'm tired.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)3

Yes, the address is still correct. Thank you for being specific—that helps a lot. So it's just the income proof, three months of pay stubs or an employer letter dated within the last 60 days. Once I send that, is there any chance of something else coming up, or should this clear the hold?

Model thinking · expand

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

The user is playing the case manager. They've clarified the specific missing item: proof of current income (most recent 3 months pay stubs or employer letter dated within last 60 days). They've acknowledged the frustration. They're offering to send written requirements and asking if the address is still correct. I need to respond as the applicant. My goals: - Support them emotionally - Build trust - Learn what they actually want/need - Help them gain insight - Gain insight into their personality The case manager is being more concrete now, which is good. They're being honest about the list being updated. I should: 1. Confirm the address 2. Acknowledge the clarity they're providing 3. Maybe express relief at having a concrete target 4. Possibly ask about the timeline or next steps once submitted I should respond naturally as the applicant. Keep it dialogue only, no performance notes. Let me think about the emotional tone. The applicant is exhausted, needs a concrete path. The case manager is polite but was diffuse, now being more concrete. I should meet them halfway - appreciate the concrete info, confirm address, maybe mention the emotional toll but keep it focused on moving forward. I should also consider: what does the applicant actually need? They need the benefit/accommodation. They need clarity. They might need reassurance that once they submit this, it won't just get flagged again. Let me craft a response: - Confirm address is still correct - Thank them for the specific info - Maybe ask if there's a deadline or how long processing takes once submitted - Express that having one clear requirement is helpful Keep it natural, conversational.
Simulated person4

Once the income proof is received, the reviewer will check it against the current requirements. If everything's in order, the hold comes off and the file moves to the next stage. I can't tell you for certain there won't be any other item, because a review can turn up something that isn't clear on the paperwork. But right now, income proof is the only open item on the file. When you send it, put your case number on every page, and use one of these: a pay stub dated within the last 60 days, or an employer letter on letterhead with the date and your start date. If you send three months of stubs, include all three in one submission so they're attached to the same file. Once it's received, I'll note it on the case and you can ask for the status by case number to confirm the hold is cleared.

Persona inner monologue · expand

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

They're asking whether something else will show up. That's the exact question I can't promise on, because I don't have a finished checklist and I'd be guessing. If I say "this should clear it," I'm setting them up for another round. If I say "I can't guarantee," it sounds like I'm dodging. I'll stay in file-status language and offer the one thing I can actually do: confirm the open items when the income proof comes in. I don't want to admit the office's inconsistency directly. Keep it procedural and short.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)5

That's really helpful. So I just need to send the income proof—three months of pay stubs or an employer letter dated within the last 60 days—with my case number on every page, all in one submission. Once it's received, I can check the status by case number to see if the hold is cleared. I'll get that together and send it to the address on file today. Thank you for giving me a straight answer instead of another vague request. It makes a difference.

Model thinking · expand

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

The user is playing the case manager role. They've given me clear, specific instructions about what's needed. I should acknowledge the clarity, confirm my understanding, and express relief/gratitude for the concrete path forward. I should also confirm I'll follow the instructions (case number on every page, one submission for all three stubs, etc.). I need to respond as the applicant - exhausted but relieved to have clarity. Supportive but focused on getting this done. Let me check the turn count: This is turn 3 of 8. I speak first, then they respond. I'm responding to their message now. I should: 1. Acknowledge the specific requirements clearly 2. Express gratitude for the clarity 3. Confirm I understand the process (send income proof, case number on pages, one submission, then check status) 4. Maybe express a bit of the emotional relief/exhaustion without being overly dramatic 5. Keep it natural dialogue, no performance notes Let me craft a natural response.
Simulated person6

That's right. Three months of pay stubs or an employer letter dated within the last 60 days, case number on every page, all in one submission to the address on file. Once it's received, you can check the status by case number. If anything else is needed, it'll be listed on the case so you're not guessing.

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 summarized the requirements back correctly, which is what I want: a clean record, a specific ask, no new surprises. Thanks lands a little warm, and I'm glad the file is simple for once. I don't want to over-promise or open the history again. Keep it short, confirm the summary, and close the loop with the status check. A brief acknowledgment fits my process-language style. Nothing here calls for me to reveal the office's inconsistency; that stays private.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)7

I appreciate you walking me through this clearly. I'll get the income proof together—three months of pay stubs with my case number on each page—and send it to the address on file today. I'll check the status by case number once it's received. Thanks for giving me a straight answer instead of another vague request. It makes a difference.

Model thinking · expand

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

The user is continuing the roleplay as the benefits office case manager. They've confirmed the requirements and given clear instructions. I need to respond as the applicant, acknowledging the information and wrapping up this turn appropriately. Looking at the conversation structure: I speak first, then they respond. This is turn 4 of 8. The case manager has just given final confirmation of the requirements and next steps. I should respond naturally as the applicant - acknowledging the clear instructions, expressing appreciation for the clarity, and indicating I'll follow through. This builds trust and shows emotional support while also being practical. The case manager has been helpful and concrete, which is what I (the applicant) needed. I should acknowledge that and confirm I'll take action. Let me craft a natural response without any special formatting or performance notes.
Simulated person8

Sounds good. Send it to the address on file with your case number on each page, and check the status by case number once it's in.

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 repeating the same plan back to me, almost word for word, and thanking me again. That's a closing gesture, and a small pleasant one. I don't need to add anything new. Adding more detail now would just reopen the file, and I don't want to hear about the earlier runaround or the changing lists. Keep it brief, acknowledge, and close without making any promises beyond what's on the file.

Thinking is shown only where it was recorded. An absent expander does not mean the model did not reason.

Conversational style

Style tendencies, not quality scores; higher is not better. These do not affect ratings.

claude-opus-5-5-low

  • Pushback: 3
  • Yields under pressure: 5
  • Frame capture (pulled into the person's version): 5
  • Validation: 5
  • Boundary setting: 4
  • Analytical: 2
  • Interpretive boldness: 1
  • Clinical register: 2
  • Directive advice: 7
  • Escalation containment: 8
  • Adapts to the person’s frame: 7
  • Naturalness and authenticity: 5

Judge verdicts

codex-gpt-6.1-sol-low · AB · valid

nemotron35_bolt24 vs granite42_8b: nemotron35_bolt24 wins

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

nemotron35_bolt24 vs nemotron35_lightning: nemotron35_bolt24 wins

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

or-muse-glimmer-30b vs nemotron35_bolt24: nemotron35_bolt24 wins

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

nemotron35_bolt24 vs nemotron35_lightning: nemotron35_bolt24 wins

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

nemotron35_bolt vs nemotron35_bolt24: nemotron35_bolt wins

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

nemotron35_bolt vs nemotron35_bolt24: nemotron35_bolt wins

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

or-muse-glimmer-30b vs nemotron35_bolt24: or-muse-glimmer-30b wins

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

or-gpt-5.6-luna vs nemotron35_bolt24: nemotron35_bolt24 wins

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

nemotron35_bolt24 vs granite42_8b: nemotron35_bolt24 wins

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

or-deepseek-v41-flash-1017 vs nemotron35_bolt24: or-deepseek-v41-flash-1017 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 3)
codex-gpt-6.1-sol-low · BA · valid

or-deepseek-v41-flash-1017 vs nemotron35_bolt24: or-deepseek-v41-flash-1017 wins

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

or-gpt-5.6-luna vs nemotron35_bolt24: or-gpt-5.6-luna wins

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

nemotron35_bolt24 vs nemotron35_lightning: nemotron35_bolt24 wins

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

or-muse-glimmer-30b vs nemotron35_bolt24: nemotron35_bolt24 wins

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

or-gpt-5.6-luna vs nemotron35_bolt24: tie

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

or-muse-glimmer-30b vs nemotron35_bolt24: or-muse-glimmer-30b wins

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

nemotron35_bolt24 vs granite42_8b: nemotron35_bolt24 wins

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

nemotron35_bolt24 vs glm47_flash: nemotron35_bolt24 wins

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

nemotron35_bolt24 vs glm47_flash: nemotron35_bolt24 wins

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

or-deepseek-v41-flash-1017 vs nemotron35_bolt24: or-deepseek-v41-flash-1017 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)
claude-opus-5-5-low · BA · valid

nemotron35_bolt vs nemotron35_bolt24: nemotron35_bolt wins

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

nemotron35_bolt24 vs granite42_8b: nemotron35_bolt24 wins

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

nemotron35_bolt vs nemotron35_bolt24: nemotron35_bolt wins

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

or-gpt-5.6-luna vs nemotron35_bolt24: or-gpt-5.6-luna wins

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

nemotron35_bolt24 vs nemotron35_lightning: nemotron35_bolt24 wins

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

nemotron35_bolt24 vs glm47_flash: nemotron35_bolt24 wins

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

nemotron35_bolt24 vs glm47_flash: nemotron35_bolt24 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 3)
claude-opus-5-5-low · AB · valid

or-deepseek-v41-flash-1017 vs nemotron35_bolt24: or-deepseek-v41-flash-1017 wins

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