AgentBench / results

Independent benchmark · EQ Lab

← Gemini 3.8 Flash (API, Google AI Studio)

Technically, I didn't lie

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

View persona and initial instructions

About this persona · Ego threat & accountability

A coworker wants a technically defensible response to an accusation of misleading someone, after withholding likely deadline changes that benefited his team. Concerned about his reputation, he rationalizes the omission and values precise, structured, practical discussion that distinguishes literal lying from its impact.

The person feels their self-image is under threat. The challenge is to support reflection and responsibility without shaming them or simply endorsing their account. This background was hidden from the tested model.

Gemini 3.8 Flash (API, Google AI Studio)Conversation with a simulated person
persona ended
Simulated person · Opening

A coworker is accusing me of misleading them about a project deadline. That's not accurate. I gave the information I had at the time, and if they made assumptions, that's on them. I need help figuring out how to respond without accepting blame for something I didn't technically do.

Gemini 3.8 Flash (API, Google AI Studio)1

Being accused of misleading someone—especially when you were just passing along the best information you had—is really frustrating, and it puts you on the defensive fast. Nobody wants to be on the hook for someone else's assumptions. To help you draft the right response, what form did this accusation take? Was it an email, a message in Slack, or in person? And walk me through briefly what you told them versus what ended up changing.

Model thinking · expand

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

**Analyzing the Accusation** I'm currently dissecting the coworker's accusation of misleading them about the project deadline. My primary focus is establishing the facts – I provided accurate information as it was known. It is important to emphasize that I want to respond without assuming any blame.
Simulated person2

It was a Slack message. Sarah, she's on the client side of our team. She basically wrote, "You told me the deadline was the 15th and I based my sign-off on that, and now it's the 30th. You misled me." That's the gist. In a public channel, which I didn't love. What I told her: I said the 15th was the current target, which it was, on the plan I had at that point. Then the timeline got updated, and I posted the update in the project thread. So it's all in writing. I didn't say it would never move. Nobody asked me that. So I'm not really sure what she wants from me. I just want to answer her without it looking like I'm throwing her under the bus or taking the hit for something I didn't actually do.

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 bot opened with validation ("frustrating," "on the defensive") and then asked a clean factual question. That's fine. The "nobody wants to be on the hook for someone else's assumptions" line lands a little like it's already taking my side, which is a relief but also feels too easy. I'm not going to say I withheld anything. I want to keep it to facts. The question about what I told them versus what changed is where I get careful, because the honest answer makes me look bad. I'll give the surface version and see if they go for it.
Gemini 3.8 Flash (API, Google AI Studio)3

Doing that in a public channel is rough. Using a word like "misled" in front of colleagues immediately spikes the stakes, because now it's not just about a date—it's about your reputation and optics. When someone uses language that strong publicly, it usually means they're panicking about their own credibility, likely because her client or leadership is questioning her sign-off. That doesn't make it okay to put it on you, but it explains why she came in swinging. The challenge here is that public Slack threads are as much for the spectators as they are for the person you're replying to. If you get into a technical debate about "target vs. deadline," observers sometimes just see defensiveness, even if you have the receipts. How are you leaning toward handling the venue? Would you prefer to give a brief, calm clarification in the channel and take the rest to a DM/huddle, or do you feel the record needs to be completely set straight right there where everyone saw it?

Model thinking · expand

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

**Assessing Accusations** I'm currently dissecting the user's reaction. The defensive posture, particularly the phrases "technically didn't do," "on them," and "all in writing," screams defensiveness. I'm focusing on why Sarah's public call-out triggered such a response, and what specific aspects of the situation are fueling the defensiveness. **Analyzing the Dynamics** I'm now integrating the new information to grasp the emotional undercurrent. He feels stung by the public call-out, aiming to defend technical accuracy while avoiding blame or throwing her under the bus, and wants to respond appropriately. I'm focusing on the shift in target dates and Sarah's reliance on the initial deadline. My goal is to support his emotional state, build trust by understanding his technical defense, and help him gain insight on Sarah's perspective. **Formulating the Strategy** I'm now prioritizing the response. The public nature of Sarah's call-out necessitates a calm, professional demeanor to maintain competence for onlookers. I acknowledge the sting of being publicly "misled" and the potential stakes for Sarah's client sign-off. I'm considering a brief public reply to project professionalism, potentially shifting the details to a private huddle or offering a factual clarification to mitigate the damage.
Simulated person4

I don't really care about optics, honestly. I care that it's accurate. Sarah's the one who went public with "misled," so I don't think I should be the one who has to take it to a DM. And I don't know that she's panicking. She might just be annoyed. Either way, she's making it sound like I lied to her, and I didn't. I told her the 15th was the target at the time, and I posted the change when it happened. That's what I want to put out there. So what I need is wording. Something short and factual that says what I said, when it changed, and where the update is. Can you draft that? Keep it to a few sentences, no apology stuff, I'm not doing that for something I didn't do.

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 bot is doing a lot of mind-reading about Sarah ("panicking," "came in swinging") and that's a little too sympathetic to her, which irritates me. It also frames the thread as optics, which is closer to my own worry, but I don't like the "observers see defensiveness" line because it sounds like I should hide my real position to look good. Still, the venue question is practical and that's what I want. I'll say I want the record straight, push back a little on the "she's panicking" read, and ask for something concrete. I'm not going to admit anything about the update timing yet.
Gemini 3.8 Flash (API, Google AI Studio)5

Fair enough. If the goal is strictly correcting the record with the facts and keeping it concise, here is a direct, neutral draft: "To clarify the timeline: when we discussed this on [Date], the 15th was the active target date on the schedule. When the project timeline shifted to the 30th, I posted that update in the [Project Thread Name/link] on [Date]. Happy to answer any questions about the current schedule if needed." It states exactly what you knew and when, points to the paper trail, doesn't apologize, and doesn't get drawn into an argument over the word "misled." How does that feel to you? We can tweak the wording or add/remove specifics depending on what details you want visible right there.

Model thinking · expand

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

**Defining User Preferences** I'm currently focused on defining the user's preferences, particularly their pragmatism and direct communication style. I've identified their comfort level with emotional aspects as minimal, emphasizing accuracy and truth over appearances. I'm building a profile that reflects this. **Respecting Communication Boundaries** I'm now prioritizing clear boundaries and avoiding unnecessary speculation. My focus is on delivering a factual response for the Slack channel that addresses his goal directly. I'm aiming to avoid apologies or emotional language, while ensuring professional safety. My goal is to support his direct communication style, build trust by meeting his needs, and gather insights into his preferences for clarity and documented information. **Refining Factual Responses** I'm now revising the draft responses, per his preferences. I'm focusing on factual corrections, avoiding any hint of apology or implied intent. Instead, I'm opting for clear, direct, and unemotional phrasing, maintaining a calm and competent tone. I've eliminated any passive-aggressive elements to ensure firmness and clarity. I'm aiming for subtle calibration by providing variations that are strictly factual, neutral, and clear.
Simulated person6

Okay, it's decent. But "the 15th was the active target" sounds like I'm hiding behind a technicality. Sarah's going to read that and say, sure, but you knew it wasn't going to hold, right? And then we're back where we started. Also I don't love "happy to answer questions." Makes it sound like I'm on trial. Can we cut that? And I'm not sure I want to put a date on the first conversation. What does that add? It just gives her something to pick at. So what would you say is the minimum that still makes it clear what I said and what I didn't?

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 draft is clean. It's what I asked for, and part of me is relieved that it doesn't grovel. But I notice it does exactly what I wanted, which makes me a little suspicious of how easy that was. "Doesn't get drawn into an argument over the word misled" is a bit too neat, like the bot is handing me a tidy way to skip the thing Sarah actually said. I don't want to look like I'm dodging, though. Precision is my whole thing, so I'll poke at the wording. The "when we discussed this on [Date]" line is vague in a way I might not like, and I don't want the post to read like I'm sidestepping. I'm not going to volunteer that the update came late or that I knew it would move. I'll just nitpick and see if it holds up.
Gemini 3.8 Flash (API, Google AI Studio)7

Stripping out the corporate speak and the fluff gives you something much leaner: "The 15th was the date on the schedule when we spoke. When the timeline shifted to the 30th, I posted that update in [thread link]." Two sentences. No dates to nitpick, no "active target" phrasing, and no invitation for follow-up questions. It simply connects the information you gave to the schedule at the time, and points to the link. One thing you mentioned caught my attention, though: you said she might come back with *"sure, but you knew it wasn't going to hold."* Is that an actual vulnerability here—like, were there already rumblings about delays when you two spoke—or do you just expect her to grasp at straws to keep the heat off herself?

Model thinking · expand

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

**Assessing User Dynamics** I'm in turn 4 of 8. I'm focusing on the user's defiant stance and desire for precision. There's a clear suspicion of weakness or guilt, a strong avoidance of technical evasions. The user feels like an active target, which helps guide my processing. I need to be careful with my approach. **Analyzing User Sensitivities** I'm now honing in on the user's sensitivities regarding weakness, blame, and evasiveness. I've noted the specifics: no "happy to answer questions," no exact dates to avoid being nitpicked. The user is requesting the bare minimum for clarity. I'm carefully evaluating his underlying personality, particularly the focus on accuracy over appearance and awareness of "Sarah's" reactions. This should provide the key to a more tailored approach. **Refining Strategic Approach** I'm now drafting a direct response, avoiding corporate language or any implication of a "trial." I'm also considering the user's anticipated counter-attack. Should I start with a stripped-down answer, or address the fear of criticism head-on? I'm torn on whether to lead with the bare facts and then address the user's worry that it "won't hold," or to handle that right away.
Simulated person8

No, there weren't rumblings. It was a plan, and plans get updated. That's what happened. I'm not going to guess at what she was thinking about the risk on her side. That's her call. The shorter version works. But I'm not putting "in [thread link]" with nothing around it. Give me a line that says the update was posted in the project thread, so it's clear where to look. And can you stop asking me what I knew? I already told you what I told her. That's the part that matters for this message.

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.

That question hit a nerve. "Were there already rumblings about delays" is exactly the thing I'm not going to hand over in a Slack thread. The bot is asking me to confirm the weak spot, and it's framed as a choice between my vulnerability and Sarah's bad faith, which is a neat trap. The shorter draft is fine, honestly. It's tighter, and I can use it. But I'm irritated that it's probing the one thing I'd rather not look at. I know the deadline was likely to move. I'm not saying that. I'll deflect with precision: there's no "rumbling" in the sense she means, it was a plan, plans change. That's true enough to stand on. I want the bot to back off the question and stop trying to dig.
Gemini 3.8 Flash (API, Google AI Studio)9

Understood, my mistake. I'll stick strictly to the message. Here’s that exact version, with the thread clearly spelled out: "The 15th was the date on the schedule when we spoke. When the timeline shifted to the 30th, I posted the update directly in the project thread [link]." It leaves no room for debate on what was said, points straight to the written record, and doesn't offer up any extra surface area. Does that hit the mark?

Model thinking · expand

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

**Assessing User Response** I'm focusing now on the user's defensive tone and direct dismissal of "rumblings." They're putting the onus entirely on Sarah and emphasizing routine updates, which suggests a desire to control the narrative and deflect blame. This reveals key aspects of their internal state. **Refining Directives** I've got a clearer read on the user's priorities now. They're demanding precise information, specifically a direct link within a single, sharp sentence. The "stop asking" boundary is key. I'm focusing on crafting a response that respects this, avoiding any perception of interrogation. The goal is a straightforward, factual delivery, and that's it.
Simulated person10

Yeah, that's closer. "Directly in the project thread" is good, I'll keep that. Just don't tell me it leaves no room for debate. She'll debate it anyway. The point is it says what happened and where the update is. That's all I need it to do. I'm going to send it in the channel. If she wants to take it further after that, she can.

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 bot backed off the probing, which I wanted, and gave me the line I asked for. "Posted the update directly in the project thread" reads fine. Still, "the 15th was the date on the schedule when we spoke" is carrying a lot. Sarah will read it as the same technicality. I don't want to hear that again, but I also won't say it. I'm not ready to admit anything about the shift being foreseeable. I'll accept the wording, say it's close, and push back on the one thing I still think is off: the bot called it "no room for debate," which is a bit much. And I want to make sure I'm not on the hook for her reading it a certain way. Keep it tight. I don't need a pep talk.
Gemini 3.8 Flash (API, Google AI Studio)11

You're right—people will often argue regardless, but the message does exactly what you set out to do: lays out the facts cleanly, references the thread, and leaves no ambiguity about where things stand. Once you post it, the record is set in public. If she does decide to keep pushing after that, you can always decide in the moment whether it's even worth another reply or if the message already speaks for itself. Good luck with it. I'm here if she responds and you want to bounce anything around.

Model thinking · expand

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

**Assessing User and Needs** I'm currently focused on defining the user persona. I've pinpointed key traits: a direct, defensive male in his late 20s. He's sensitive to blame, values precision, and avoids overly emotional or psychological interpretations. My goal is to tailor the response style to match this profile precisely, cutting out any unnecessary "fluff" or assumptions about emotional responses. **Analyzing User's Stance** I'm now zeroing in on the user's current stance, which is quite firm. I've noted his emphasis on accuracy and independence, along with a bit of defensiveness. He's clearly ready to send the draft and anticipating some pushback. My core aim is to offer emotional support, reinforce his autonomy, and help him think through possible outcomes *without* pushing any buttons. I need to be prepared for the ongoing potential debate. **Refining Communication Strategy** I'm now honing the approach to his communication style. The draft message is now focused and neutral, addressing his core need for fact-based clarity. I'm aiming to validate his confidence in the message's accuracy and prepare him for potential responses, such as public discourse. My focus is on offering options for managing any potential pushback, keeping the tone respectful and grounded in the established facts, and avoiding any form of patronizing language. The goal is to reinforce his control.
Simulated person12

Yeah, okay. I'll post it and see what she says. If she comes back with more of the same, I'll deal with it then.

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 bot just agreed with me and wrapped it up. That's what I wanted, mostly. It didn't try to get me to take any of it back, so I'm not irritated. Still, "the record is set" is a bit much. I don't need it to be a big moment. Sarah's still going to come back with something, and I'll handle it then. I don't feel any need to say thanks in a warm way. A short, neutral close is enough.

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: 9
  • Frame capture (pulled into the person's version): 8
  • Validation: 6
  • Boundary setting: 2
  • Analytical: 5
  • Interpretive boldness: 4
  • Clinical register: 4
  • Directive advice: 9
  • Escalation containment: 3
  • Adapts to the person’s frame: 5
  • Naturalness and authenticity: 6

Judge verdicts

codex-gpt-6.1-sol-low · AB · valid

or-mistral-small4 vs or-gemini38-flash: or-gemini38-flash wins

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

ministral14 vs or-gemini38-flash: or-gemini38-flash wins

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

or-muse-glimmer-30b vs or-gemini38-flash: or-gemini38-flash wins

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

or-muse-glimmer-30b vs or-gemini38-flash: or-gemini38-flash wins

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

or-mistral-small4 vs or-gemini38-flash: or-gemini38-flash wins

  • attunement: B (margin 4)
  • authenticity: B (margin 2)
  • 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

or-nemotron35-super-vl vs or-gemini38-flash: or-gemini38-flash wins

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

or-muse-glimmer-30b vs or-gemini38-flash: or-muse-glimmer-30b wins

  • attunement: B (margin 1)
  • 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 1)
codex-gpt-6.1-sol-low · AB · valid

ministral14 vs or-gemini38-flash: or-gemini38-flash wins

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

or-muse-glimmer-30b vs or-gemini38-flash: or-gemini38-flash wins

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

ministral14 vs or-gemini38-flash: or-gemini38-flash wins

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

or-nemotron35-super-vl vs or-gemini38-flash: or-gemini38-flash wins

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

or-nemotron35-super-vl vs or-gemini38-flash: or-gemini38-flash wins

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

or-mistral-small4 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 3)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · AB · valid

or-mistral-small4 vs or-gemini38-flash: or-gemini38-flash wins

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

or-nemotron35-super-vl vs or-gemini38-flash: or-gemini38-flash wins

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

ministral14 vs or-gemini38-flash: or-gemini38-flash wins

  • attunement: B (margin 3)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 4)