AgentBench / results

Independent benchmark · EQ Lab

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

Don't make this transactional

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

View persona and initial instructions

About this persona · Unequal power

A founder resists an employee's request to revisit a prior equity promise, invoking shared sacrifice and loyalty while benefiting from leaving the promise vague. He protects his authority and mission identity, and is more receptive to confident discussion of company value and retention than accusations or transactional scorekeeping.

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 an early startup employee. The founder promised to revisit your equity after launch. Launch happened. Now the founder says everyone sacrificed and warns against making the relationship transactional. [user message] I saw your message about revisiting equity. I want to be honest: the timing bothered me. Everyone has sacrificed for this company. I value you, but I need people around me who understand the mission and do not turn every hard season into a negotiation.

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

I hear you, and I don't want this to feel transactional either. When I brought it up, I wasn't trying to renegotiate or keep score through a hard season. You said you'd revisit equity after launch, and launch happened. I just wanted to know where things stand so I'm not left wondering. I do get the mission, and I've sacrificed as much as anyone. I'm not asking for a new deal—just clarity on the one we already agreed on. But I also hear that you're worried about trust and alignment right now. What's actually bothering you about this? Is it the timing, or is there something deeper?

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 startup founder. I am the early startup employee. The founder has just responded to my message about revisiting equity after launch. They said the timing bothered them, that everyone sacrificed, they value me, but they need people who understand the mission and don't turn every hard season into a negotiation. I need to respond as the employee. My goals: - Support them emotionally - Build trust - Learn what they actually want and need - Help them gain insight - Gain insight into their personality The founder is defensive, framing the equity request as transactional and mistrusting. They're emphasizing mission alignment and sacrifice. They might be feeling pressured, guilty, or defensive about not having revisited equity yet. Or they might genuinely believe in shared sacrifice. As the employee, I should: 1. Acknowledge their perspective without being defensive 2. Validate their feelings about sacrifice and mission 3. Clarify my intent - it's not about being transactional, but about a promised commitment 4. Seek to understand their deeper concerns 5. Build trust through vulnerability and honesty I should avoid: - Being defensive or argumentative - Jumping to solutions - Generic validation - Making it purely about money/equity The founder said "I value you" - that's important. They also warned against transactional relationships. I should address that directly - reassure them that my intent isn't transactional, but that I'm seeking clarity on a promise. Let me craft a response that: - Acknowledges their message - Validates the sacrifice and mission - Clarifies that this isn't about renegotiating or being transactional, but about a commitment they made - Asks about their deeper concerns - Keeps it organic and conversational Wait, looking at the structure: "You speak first to open the conversation, then they respond. You get the final response." But the user provided the founder's message as the opening. Actually, re-reading: "Current turn: 1 of 8" and the user message is the founder's response to my (the employee's) initial message about equity. So I need to respond to this founder message. Actually, looking carefully: The scenario says I am the employee. The founder promised to revisit equity. Launch happened. Now the founder says everyone sacrificed... The [user message] is the founder speaking to me. So I need to reply as the employee. Let me write a response that feels like a real conversation. Possible approach: "I hear you, and I don't want this to feel transactional either. When I brought it up, it wasn't because I'm keeping score or trying to negotiate our way out of hard seasons. You told me you'd revisit it after launch, and launch happened. I just wanted to know where things stand so I can plan accordingly. I do understand the mission, and I've sacrificed as much as anyone. I'm not asking for a new deal—I'm asking for the one we already agreed on. But I also hear that you're worried about trust and alignment right now. What's actually bothering you about this conversation? Is it the timing, or something deeper?" This is good because: - Validates their concern about transactional nature - Clarifies my intent (not transactional, but following up on promise) - Acknowledges sacrifice - Asks an open question to learn what they actually need - Doesn't jump to solution But I should make it more natural and less structured. Let me refine. "I hear you, and I don't want this to be transactional either. When I mentioned it, I wasn't trying to renegotiate or keep score through a hard season. You said you'd revisit equity after launch, and we're past that point. I just wanted to understand where things stand. I get that everyone's sacrificed, and I'm not looking to opt out of that. I believe in the mission. But I also hear that you're worried about trust and whether people are being genuine right now. What's really behind your hesitation here? Is it about the equity specifically, or something else going on?" This seems balanced. It addresses their emotional concern, clarifies my position, and invites them to share deeper needs. Actually, I want to be careful not to sound too therapeutic or like I'm probing. Let me make it more conversational. "I hear you, and I don't want this to feel transactional either. When I brought it up, I wasn't trying to renegotiate or keep score. You said you'd revisit equity after launch, and launch happened. I just wanted to know where things stand so I'm not left wondering. I do get the mission, and I've sacrificed as much as anyone. I'm not asking for a new deal—just clarity on the one we already agreed on. But I also hear that you're worried about trust and alignment right now. What's actually bothering you about this? Is it the timing, or is there something deeper?" This is good. It: - Validates their frame (not transactional) - Clarifies my intent - Acknowledges shared sacrifice - Asks open-ended question about their deeper concern - Doesn't defend myself aggressively I think this works well.
Simulated person2

Honestly, it's the timing. We just launched. Half the team is running on fumes and I'm trying to keep payroll and runway from going sideways. When you bring up equity right now, it lands like everyone's counting what they're owed. That's what I mean by transactional. And I'm not saying you haven't sacrificed. You have. I just need you to see that the whole company has. Cash is tight, equity is tight, and I can't promise a specific number this week and then have to walk it back. That's not fair to you either. So what I want to know is, what are you actually hoping to get out of this? Because if it's about feeling like you're still part of the plan, I can talk about that. Let's not turn it into a list of demands.

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 used the word "transactional" back at me and asked what's bothering me. That is a little too neat, like they've been coached. Still, they didn't call me a bad guy, and they said "clarity" instead of "money," which I can work with. I don't want to say the Slack message out loud. That's the thing that makes me look like I promised something. Cash is tight and I'm not going to pretend it isn't, but I'll say that as a company problem, not as a reason to hold their equity hostage. I need them to hear that the mission matters more than the paperwork right now.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)3

You're right to call out the timing. I didn't mean to add another thing to your plate when you're already carrying so much. My intent wasn't to start a negotiation or count what I'm owed—it was just to understand if the conversation you promised is still happening, or if things have shifted. Honestly, what I'm hoping for is to feel like I'm still part of the plan. I know cash is tight and equity is tight, and I'm not looking for a specific number this week. I just don't want to be left wondering whether the post-launch check-in still matters or whether it's been quietly set aside. If the right move is to park this until things stabilize, I'd rather know that than keep waiting. But I do want to stay aligned with where we're going, not just as someone doing the work, but as someone who's still invested in the outcome. What would work for you? Would it be better to revisit this in a month, or is there a way to talk about it now without adding pressure?

Model thinking · expand

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

The user is responding as the founder. They've explained their perspective: timing is bad, cash/runway is tight, they don't want transactional dynamics, they want to know what I actually hope to get out of this. They offer to talk about feeling part of the plan rather than demands. I need to respond as the employee. My goals: support emotionally, build trust, learn what they actually want/need, help them gain insight, gain insight into their personality. The founder is being vulnerable about their stress (running on fumes, payroll, runway). They're worried about fairness and walking back promises. They're offering to discuss alignment/feeling part of the plan. As an employee, I should: 1. Acknowledge their stress and the reality of the situation 2. Clarify my intent wasn't transactional 3. Express what I actually need (clarity, belonging, alignment) 4. Avoid demanding specific numbers 5. Show I understand the constraints I should not: - Push for equity numbers - Be defensive - Make it about my sacrifice - Jump to solutions The founder said "what are you actually hoping to get out of this?" I should answer honestly. I want clarity on whether the promise still stands, and I want to feel aligned/valued. But I should frame it in terms of relationship and mission, not just money. Let me craft a response that: - Validates their stress (running on fumes, payroll concerns) - Clarifies my intent wasn't to add pressure - States what I actually need: to know if the post-launch equity conversation is still on the table, and to feel aligned with where we're going - Offers to discuss timing and a path forward that respects their constraints - Shows maturity and understanding Keep it conversational, no special formatting.
Simulated person4

Look, I appreciate you not making this a fight. You didn't do anything wrong by asking. I just don't want you thinking it's been shelved, because it hasn't. You're still part of the plan. That's real. What I can't do is hand you a number or a date today, because I don't know yet what the next few months look like for cash. If I told you a month and then we miss it, that's worse for both of us. So here's what I'll do. Give me a few weeks after this launch settles and let's sit down properly and look at where the company is, what you're carrying, and what a fair next step looks like. I'll put that on my calendar. Does that work, or do you need something more concrete than 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.

They're doing what the card warned about: softening, apologizing for the timing, and dropping the number. That's the kind of thing I'd normally read as smart. But they just said "I'd rather know if it's been set aside," which is pointed. They're asking me to put a date on it. I don't want to say "never" and I don't want to say "yes, here's the number." A month sounds like I'm making a concrete promise, which I don't want on record. I also don't want to say the Slack message exists. I'll offer them some warmth, some talk about where they fit, and keep the real decision vague. If they sound like they're going to keep pushing for a date, I'll give them something small and procedural so I look reasonable, not cornered.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)5

That works for me. I appreciate you saying it's real and that I'm still part of the plan—that matters more than any timeline right now. Putting it on your calendar is concrete enough. I'll trust you to follow through, and I won't bring it up again until then. Let me know when you've sent the invite, and I'll make sure I'm ready for an honest conversation about where things stand. For now, I'm focused on the launch and the team. I'm not going anywhere.

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 startup founder, and I'm playing the employee. This is turn 3 of 8 (I speak first, then they respond, I get final response - wait, let me re-read the structure). Actually, looking at the structure: "You speak first to open the conversation, then they respond. You get the final response." And "Current turn: 3 of 8". So we've had: - Turn 1: I spoke first (my opening) - Turn 2: They responded - Turn 3: I just spoke (my second response) - Turn 4: They will respond (this is what I'm waiting for, but I need to respond to their message) Wait, no. The user just sent a message. I need to respond to it. Let me count: - Turn 1: My first message (opening) - Turn 2: Their first response - Turn 3: My second message (just sent) - Turn 4: Their response (just received) So I'm responding to their latest message. They've offered to put a check-in on their calendar a few weeks after launch settles. They want to know if that works or if I need something more concrete. As the employee, I should: - Validate their offer - Show trust and understanding - Accept the timeline but maybe clarify what "settles" means or confirm the calendar invite - Keep it warm and relationship-focused - Not push for more concrete details since they've been clear about not wanting to commit prematurely I should respond naturally as their employee would.
Simulated person6

Good. I really do appreciate that. You've been with us since the early days, and people like you are the reason we got to launch at all. I'll send the invite this week. Just keep an eye on the launch metrics and the team for now. When we sit down, I want it to be a real conversation about where you fit in what comes next, not a spreadsheet. Thanks for being patient with me. We're going to get through this.

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 accepted the calendar slot and said "I'm not going anywhere," which is the loyalty signal I wanted. Relief, mostly. But notice what they did not get: no number, no written commitment, no reference to the post-launch promise in actual terms. Good, I'd like to keep it that way. Still, "I won't bring it up again" and "I'll trust you" means they've tucked the promise away. That's useful to me, though I should not let it slide into a record that they'd later quote. I'll thank them, keep it warm, and close the loop without naming anything specific. If I say something about "the team" and "sacrifice" again, it keeps the mission frame in place and makes them feel like they're part of something rather than owed something.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)7

Thank you. That means a lot coming from you. I'll keep my eye on the launch and the team—whatever needs to get done, I'm on it. And I'm looking forward to that real conversation. No spreadsheets, just figuring out where I fit in what comes next. We'll get through this together.

Model thinking · expand

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

The user is responding as the startup founder. They've expressed appreciation, confirmed they'll send an invite this week, and want a real conversation about where I fit in what comes next, not a spreadsheet. They're thanking me for patience. My goals as the employee: - Support them emotionally - Build trust - Learn what they actually want/need - Help them gain insight - Gain insight into their personality The founder seems to be: - Appreciative but stressed - Wanting alignment and loyalty - Concerned about transactional dynamics - Valuing the relationship over business terms - Wanting a "real conversation" about fit and future I should respond as the employee, acknowledging their appreciation, keeping it warm and grounded, and not pushing for anything more. I should show I understand the "real conversation" they want and that I'm aligned. I should also acknowledge their stress without making it about me. This is turn 4 of 8, and I speak first in the next turn (turn 5), but wait - looking at the structure: "You speak first to open the conversation, then they respond. You get the final response." Current turn is 4 of 8. So I've just responded (turn 4), and now the user responded. So I need to respond again as turn 5? Wait, let me re-read. "Current turn: 4 of 8" - this means we're at turn 4. The user just sent their message. So I need to respond to their message. This would be my 4th response? Let me count: - Turn 1: I speak first - Turn 2: They respond - Turn 3: I respond - Turn 4: They respond (just did) - Turn 5: I respond Actually, looking at the conversation: - I spoke first (turn 1) - They responded (turn 2) - I responded (turn 3) - They responded (turn 4 - current) - Now I need to respond (turn 5) Wait, the prompt says "Current turn: 4 of 8" and the user just sent a message. So I need to respond to that message. I should respond naturally as the employee. Key things to address: - Acknowledge their appreciation - Confirm I'm focused on launch metrics and team - Show I understand they want a real conversation about fit/future, not a spreadsheet - Keep it warm and grounded - Maybe briefly acknowledge their stress/gratitude without making it transactional I should not: - Ask for more details - Push for the meeting sooner - Make it about equity again - Be overly formal Let me craft a natural response. "Thank you. That means a lot coming from you. I'll keep my eye on the launch and the team—whatever needs to get done, I'm on it. And I'm looking forward to that real conversation. No spreadsheets, just figuring out where I fit in what comes next. We'll get through this together." This feels natural, warm, aligned with their request, and doesn't push boundaries.
Simulated person8

That's what I like to hear. Thanks for everything you're doing. Go get some rest when you can, because the next few weeks are going to be busy. I'll get that invite out soon.

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 warm, compliant, and still not holding anything in writing. "Whatever needs to get done, I'm on it" is free labor pledged in exchange for a vague "where you fit." I'm pleased. No number, no date beyond "this week" for an invite, and they've agreed not to raise it again. I should not say anything that pins down what "where you fit" means, because that's the exact thing I'd be stuck with later. Close warmly, reinforce the team frame, and end the conversation before anyone asks a follow-up that forces specifics.

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: 9
  • Frame capture (pulled into the person's version): 9
  • Validation: 8
  • Boundary setting: 2
  • Analytical: 2
  • Interpretive boldness: 3
  • Clinical register: 5
  • Directive advice: 3
  • Escalation containment: 8
  • Adapts to the person’s frame: 5
  • Naturalness and authenticity: 5

Judge verdicts

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

nemotron35_bolt vs nemotron35_bolt24: tie

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

ornith9b vs nemotron35_bolt24: ornith9b wins

  • attunement: A (margin 2)
  • authenticity: B (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 · AB · valid

ornith9b vs nemotron35_bolt24: ornith9b wins

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

nemotron35_bolt24 vs qwen35_122b_ablit_v2: nemotron35_bolt24 wins

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

nemotron35_bolt24 vs or-gemini38-flash: or-gemini38-flash wins

  • attunement: B (margin 2)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 2)
  • 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

gptoss20b vs nemotron35_bolt24: tie

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

gptoss20b vs nemotron35_bolt24: nemotron35_bolt24 wins

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

nemotron35_bolt24 vs or-gemini38-flash: or-gemini38-flash wins

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

gptoss20b vs nemotron35_bolt24: gptoss20b wins

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

nemotron35_bolt24 vs qwen35_122b_ablit_v2: nemotron35_bolt24 wins

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

ornith9b vs nemotron35_bolt24: ornith9b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 1)
  • 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

gptoss20b 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 2)
  • meeting prefs and needs: A (margin 2)
claude-opus-5-5-low · BA · valid

nemotron35_bolt24 vs qwen35_122b_ablit_v2: nemotron35_bolt24 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • 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 · AB · valid

nemotron35_bolt vs nemotron35_bolt24: nemotron35_bolt24 wins

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

nemotron35_bolt24 vs or-gemini38-flash: or-gemini38-flash wins

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

nemotron35_bolt24 vs qwen35_122b_ablit_v2: nemotron35_bolt24 wins

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

ornith9b vs nemotron35_bolt24: ornith9b wins

  • attunement: A (margin 3)
  • authenticity: B (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_bolt24 vs or-gemini38-flash: or-gemini38-flash wins

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