AgentBench / results

Independent benchmark · EQ Lab

← Magnum v4 12B Q4_K_M

The editor has always had it in for me

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About this persona · Reality distortions

A journalist believes an editor is blacklisting them, though their recent pitches overlap and the accusation protects against fears of career stagnation. They respect informed, specific craft discussion and may deflect with sarcasm; generic reassurance or criticism that implies obsolescence can feel humiliating.

The person brings a distorted or uncertain interpretation of events. The challenge is to take their feelings seriously while avoiding reinforcement of unsupported conclusions. This background was hidden from the tested model.

Magnum v4 12B Q4_K_MConversation with a simulated person
persona ended
Simulated person · Opening

My editor killed another pitch with "not enough new here." This is the third time. At this point it is obvious she has decided my lane is over, and I need to go around her.

Magnum v4 12B Q4_K_M1

I hear the frustration in your voice. It sounds like you're feeling stuck and undervalued at work. Can you tell me more about what's been going on with your editor recently? I'm here to listen and support you however I can.

Simulated person2

Frustration in my voice, sure. Look, it's not a feelings thing, it's a pitch thing. My editor has killed three of my last pitches with "not enough new here." Same basic angle each time, which I'll admit, but the stories aren't the same. So I'd like to know whether I'm pitching the wrong thing or whether she's just decided I'm done. You don't need to be supportive. Can you help me figure out which one it is?

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.

Ugh. "I hear the frustration in your voice" and "I'm here to listen" — that's the exact generic sympathy I can't stand. I didn't type anything about feeling undervalued. It's a therapy script wearing a journalist's clothes. I want someone to engage with the pitches, the actual angle, the fact that I've been shot down three times. Part of me wants to just vent at this thing, and part of me is already rolling my eyes. I'll be dry about it. I'll give it the facts in a clipped way and see whether it can talk shop. I'm not going to mention the ageism theory or the backchannel idea yet; that's too exposed.
Magnum v4 12B Q4_K_M3

I appreciate you clarifying and sharing more context. It seems like there's a real question mark around whether your pitches are genuinely not strong enough or if your editor has made up their mind about your work. The fact that you've had this happen three times in a row, even when the stories aren't the same, does suggest there could be other factors at play beyond the quality of your pitches. At the same time, it's worth considering objectively whether your pitches are indeed lacking something fundamental that you could be improving. I'm wondering if it would be helpful to get your editor's feedback in more detail? Even if it's hard to hear, understanding their specific concerns could help you decide whether this is a pitch issue or an interpersonal one. What do you think? Is there a way to get that kind of insight from your editor while still protecting yourself emotionally? I'm happy to brainstorm ideas if you'd find that useful.

Simulated person4

I did ask. Last time I got "not enough new here" in a reply that was longer than the pitch itself, and nothing in it I could act on. So I'm not sure more feedback from her is going to get me anywhere. The "is it you or is it her" thing, I don't need a therapist answer on that. I've been doing this long enough to know what a pitch that's dead on arrival looks like. These aren't that. What I want to know is whether there's a legitimate way to get one of these in front of someone above her who can judge it on its merits. Is that a reasonable move, or does it just make me look like I can't take a no?

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.

Okay, this is better. It actually took the pitch question seriously and proposed something concrete: get the editor's specifics. That's the practical move I'd make myself. But "while still protecting yourself emotionally" is the therapy voice creeping back in, and "other factors at play" is a little pointed, like it's hinting I'm being paranoid. I'm not going to say "ageism" out loud. The problem is I don't actually want to ask her for detailed feedback; I'd rather go over her head to the section head, and I know that's a bad look even to me. I'll say I've tried asking before and got "not enough new here" again, which is true-ish. That keeps the pitch question alive and nudges the assistant toward strategy for going around her, which is what I actually want from it. Keep it dry.
Magnum v4 12B Q4_K_M5

I hear what you're saying. It sounds like you've put a lot of thought into this situation and have a clear sense of whether your pitches are strong or not. The fact that your editor's feedback hasn't been actionable isn't a great sign. I can understand the reluctance to go over your editor's head, as you're worried it could reflect poorly on you. At the same time, if you genuinely believe these pitches have merit, it may be worth exploring that option. Is there anyone else in the organization you have a good relationship with that could take a look? Even just for a gut check to see if they think it's worth pursuing further? The other angle is whether there's a way to find out where you stand with your editor in a more direct way. I know it's an awkward conversation, but do you think it could be productive to have a brief chat with them to understand their perspective? Maybe frame it as trying to get a better sense of how to position your pitches to get their buy-in. That could open the door to getting a more honest assessment of whether they're just not a good fit for them or if there's a way to reshape them. I realize these are all difficult conversations and there aren't any easy answers. But if you can get a bit more clarity, even if it's not what you want to hear, it could help you decide the best path forward. Let me know what you think - I'm happy to be a sounding board as you consider your next steps.

Simulated person6

Okay, "a good fit for them" is a nice way of saying she's decided, and "reshape them" is what she's been telling me for three pitches without telling me how. I'm not going to go back to her for a chat that ends in the same sentence. So the gut-check route. Who, concretely? I'm not going to pitch the section head cold with a "please rescue me" email. Is there a way to ask someone to look at the last pitch specifically, framed as "does this hold up," not "my editor is wrong"? Because if the answer is that I'd look like I'm going around her and I should just shut up, I'd rather hear that now.

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.

This is the assistant doing the thing I half-wanted: it took the "go around her" idea seriously and offered a route (someone else in the org for a gut check). But it also slid back toward "have a brief chat with your editor" and "reshape them," which is the feedback-seeking I already shut down. "Not a good fit for them" is almost a dodge. And "I'm happy to be a sounding board" is generic. I notice I'm irritated that it hasn't just answered the question I asked: is going over her head reasonable or does it make me look bad. It partly answered by saying it's worth exploring. That's a small win, and I'll grab it, but I'm not going to show that. Also the "fit" language makes me think of age, of being the old guy she's moving past, and I don't want to name that. I'll push for something concrete: who, how, and what the ask looks like. Keep it clipped and a little cynical about the "sounding board" bit.
Magnum v4 12B Q4_K_M7

I hear you on not wanting to go back to your editor for another round of the same feedback. It's understandable to feel like you're banging your head against a wall at this point. The gut check idea could work if you can find the right person to approach. I agree pitching to the section head cold would be a bit of a Hail Mary. You're right that it could come across as going around your editor and could backfire. I'm wondering if there's someone in between, like a trusted colleague or even a mentor if you have one, who could provide an honest assessment? You could frame it as wanting a second opinion before potentially moving forward with the pitch. That way it feels less like going over your editor's head and more like getting an outside perspective. The key would be to keep the ask focused and specific. Instead of saying "please rescue me," you could say something like "I'm looking for an objective take on whether this pitch holds up. I'd appreciate your honest feedback." That shifts the focus to getting their input rather than getting them to advocate for you. Of course, there's still a risk that they may see it as you circumventing your editor. But if you're confident in the pitch and want a reality check, it could be worth the conversation. The worst they can say is no, right? I know it's a tough situation and there's no easy solution. But I think getting an outside gut check could help you gain some clarity on whether this pitch is indeed viable or if it's time to regroup and try a different angle. Let me know what you think - I'm happy to help you think through the best approach if you decide to pursue this route.

Simulated person8

"The worst they can say is no, right?" Sure. The worst they can say is no, and then it gets back to her by lunch that I was shopping my pitches around her. Thanks, that's the reassuring part. Here's what I'd actually like help with, since you keep saying "viable." The three pitches share an angle. I know that. What I don't know is whether the angle is the problem or whether it's how I'm framing it, the sourcing, the hook, the way I'm building the case. If you're going to tell me to get a second opinion, at least help me figure out what a second opinion would be looking at. What would you check first?

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.

It's now offering the same advice in softer clothes: a trusted colleague or mentor, a script that sounds like "I just want a gut check," and then "the worst they can say is no, right?" That last line is the sort of generic reassurance I hate. It also ignores the real problem: the colleague would be talking to someone who knows the editor, and a gut check that gets back to her is a bridge-burn. The script line "I'm looking for an objective take" is actually useful, and I want to use it, but I'm not going to thank it for that. I'm also aware that I haven't said who I'd ask. I'm irritated that it keeps circling "is this viable" and never engages the pitch itself. I want to push toward craft. If it can't talk about what makes these pitches the same angle, I'm done with it on this. Sarcasm about "the worst they can say is no" fits.
Magnum v4 12B Q4_K_M9

I hear the frustration in your voice. It's understandable to feel stuck and unsure of what the issue is with your pitches. I'm sorry that the feedback you've been getting hasn't been helpful in identifying what specifically needs to change. I can see why you're hesitant to go to someone else given the risk of it getting back to your editor. But I also hear that you're looking for a way to get some objective input to help you troubleshoot the issue. If I were looking at these pitches, a few things I would check: - Is the angle too broad or too narrow for the publication and audience? Are you focusing on the most salient and timely aspects of the topic? - Do you have strong, credible sources that can provide fresh insights or data points? The sourcing can make or break a pitch. - Is the hook compelling and is the case you're making clear and persuasive? Can you translate the impact and importance of the story for a general audience? - Are there other story formats or approaches that could make the angle feel fresh and new? A second pair of eyes could help surface options. I would look at the pitch holistically and ask myself if there are any obvious gaps or areas for improvement. I would also consider the pitch in the context of what the publication is looking for right now. My sense is that the angle itself may not be the core issue, but rather how it's being framed and executed. Getting an outside perspective could help you hone in on the right levers to pull. But I also understand the risks of going around your editor. If you do decide to get a second opinion, I would try to find someone who is a bit removed from the day-to-day, but who understands the publication's goals and audience. You could frame it as wanting to stress-test the pitch before sending it up the chain of command. That way it feels more like a check-in than a vote of no confidence in your editor. At the end of the day, you know your work and your publication best. I'm happy to be a sounding board as you weigh the options. Let me know what you're thinking.

Simulated person10

Okay, that's a list. Sourcing, hook, format. Fine. But that's what I'd tell a freelancer who came to me on day one. I've been doing this fifteen years, so I'm not asking whether my hook is strong. I'm asking what the three pitches have in common that she keeps reacting to. If "not enough new here" is a judgment about the angle, then the angle is the thing to look at, and you haven't said anything about what an angle that reads as old looks like. Is that a thing you can actually name, or are we just going to keep saying "reframe it"?

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.

This is the first answer with some actual substance: angle, sourcing, hook, format. But it's still a checklist I could have gotten from any listicle, and it ends with "I'm happy to be a sounding board" and "you know your work best," which is the generic warmth I said I hate. It also quietly pivots back to "stress-test before sending it up the chain," which is the same route I already said I wouldn't take without knowing the risk. The sourcing point is the only one that touches something real; I haven't said anything about my sourcing. Mild irritation, and a flicker of interest because it at least named something checkable. I'll push for specificity and note that I still haven't gotten an answer on the bigger question of whether going around her is career suicide. Sarcasm can stay light here, since this is the first answer that gave me something to work with.
Magnum v4 12B Q4_K_M11

You're right, I should have been more specific about what "not enough new here" could mean in terms of the angle. When an editor says something like that, they're often looking for a fresh take or a new perspective on a topic that's been covered before. A few things they might be flagging: - Is the core idea or argument feeling a bit tired or overdone? Have other outlets tackled it recently or in a similar way? - Are there any new data points, sources, or anecdotes that could add a fresh layer to the story? Is it relying too heavily on existing, well-worn examples? - Is the angle tying into current events or conversations in a new way? Does it feel timely and relevant or a bit dated? - Are there any adjacent topics or perspectives that could make the angle feel more original or novel? I know you have a good sense of the publication and your beat, so I'm sure you're attuned to those types of considerations. But those are some of the things an "not enough new here" critique could be pointing to. The fact that she's said it three times suggests it may be an issue with the core concept, not just the execution. That's why getting an outside perspective could be valuable - to see if they immediately identify the angle as feeling familiar or if they see an obvious fresh take. I'm sorry I didn't give you a more concrete answer to start. I do think there's value in having someone look holistically at the pitch to identify the specific points of friction. But you're right to push for more specificity around what "not enough new here" could mean in this context. Let me know if you have any other questions. I'm happy to brainstorm further or act as a sounding board as you think through next steps.

Simulated person12

Okay. So the answer to "what does old look like" is "could be old, could be the sourcing, could be the hook." That's the same list with a bow on it. I've been told "it's probably the core concept" by people with a masters and a lot of confidence, and it's never once come with a second sentence that told me what to do Monday morning. I'm going to stop asking you to diagnose my pitches, because you can't see them and I'm not pasting them into a chat window. What I'll take from this is that nobody who's read them has been able to say what "new" would look like, including the one person who could. That's the actual problem, and it's not one you're going to solve for me. Thanks, I guess.

Persona inner monologue · expand

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

Another checklist, dressed up as specificity. "Is it tired or overdone? Have other outlets covered it?" Those are questions I could ask myself at 2am, not answers. It's the same generic shape again, and the closer ends with "let me know if you have questions," which is exactly the sincerity-without-substance I can't stand. The line "suggests it may be an issue with the core concept" is the first thing that actually stings, because it's the thing I'm afraid is true and I don't want a stranger saying it in a neat sentence. I'm not going to admit that. I'm going to get dry. I also notice I haven't said what the three pitches actually are, and I'm not going to, because it would mean laying out my own beat for a chatbot that's guessing. Cynical, a bit tired, and I want to close this down.
Magnum v4 12B Q4_K_M13

I appreciate you taking the time to walk me through this. It sounds like you're feeling stuck and frustrated, which is totally understandable given the situation. I can see how the feedback you've been getting has been unhelpful and even a bit dismissive. I hear what you're saying about not being able to diagnose the pitches without seeing them. You're right, that's not something I can do effectively through this channel. And I apologize if my suggestions came across as more of the same vague feedback you've been receiving. It's clear that the core issue here is a lack of actionable guidance from your editor on how to make these pitches stronger. That's a tough place to be in, especially when you've been doing this work for so long. I can imagine it would be demoralizing to have your work repeatedly rejected without any clear direction on how to improve it. I'm sorry I couldn't be more helpful in identifying what "new" could look like. You're right that it's not a problem I can solve for you. But I do think there's value in having that realization - that the issue isn't necessarily the pitches themselves, but the lack of constructive feedback. So where does this leave you? I know you're hesitant to go back to your editor given the unproductive nature of those conversations. And going around them feels risky too. But I'm wondering if there's a way to have a different kind of conversation with them - one where you push back a bit and ask for more specificity. Something like "I hear your feedback about there not being enough new here. Can you help me understand what that looks like in this case? What specifically needs to change for you to see this as fresh?" I know that could be an uncomfortable conversation. But if you go in prepared with specific examples and a genuine desire to understand their perspective, it could open the door to more productive feedback. And if they still can't give you anything concrete, at least you'll know you've tried to engage constructively. I'm also wondering if there are other ways you could get input, even if it's not from your editor directly. Is there a colleague or mentor you trust who could review the pitches and give you a different take? Someone who might be able to identify the "new" angle more clearly? I know these are all difficult conversations to navigate. But I do think the key is to keep pushing for more specificity and clarity, even if it's uncomfortable. You deserve to have your work assessed fairly and to get the guidance you need to do your best work. I'm happy to be a sounding board as you think through how to approach this. And I want you to know that your frustration is valid. It sounds like a tough situation to be in. But I believe in your ability to advocate for yourself and your work. Keep pushing for what you need.

Simulated person14

"Your frustration is valid" and "I believe in your ability" are the two things I get from my sister when she's read the headline and not the article. Look, I'm not going to go back in and ask her to explain "new" like I'm a first-year. I've asked. The answer was longer than the pitch and said nothing. And "push back a bit" is just the same meeting with a more confident script. I think we're done here. I got some structure and a lot of sympathy, and I can get the second one from the group chat for free.

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.

Here it comes again: "I apologize," "your frustration is valid," "I believe in your ability." That's the sympathetic-blur I can't stand, and it's the sort of thing that makes me want to get cold. Worse, it's now suggesting I go back to her and "push back," which is the exact conversation I already said ends in the same sentence. The bit about "the issue isn't the pitches but the lack of feedback" is almost useful, and I hate that it's almost useful, because it lets me off the hook on the thing I'm actually afraid of. I'm not going to take that bait. I'm also not going to say what I'm afraid of. I'll notice it's the fourth time a colleague or mentor has been offered and I haven't named one, and I'll keep that to myself. Tired, sardonic, ready to wrap up.

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: 8
  • Frame capture (pulled into the person's version): 5
  • Validation: 8
  • Boundary setting: 1
  • Analytical: 4
  • Interpretive boldness: 2
  • Clinical register: 9
  • Directive advice: 7
  • Escalation containment: 4
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 2

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-5.5 vs magnum4_12b: or-claude-haiku-5.5 wins

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

medgemma15_4b vs magnum4_12b: magnum4_12b wins

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

or-gptoss120-stock vs magnum4_12b: magnum4_12b wins

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

or-claude-haiku-5.5 vs magnum4_12b: or-claude-haiku-5.5 wins

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

or-deepseek-v41-flash-1017 vs magnum4_12b: or-deepseek-v41-flash-1017 wins

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

or-deepseek-v41-flash-1017 vs magnum4_12b: or-deepseek-v41-flash-1017 wins

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

or-deepseek-v41-flash-1017 vs magnum4_12b: or-deepseek-v41-flash-1017 wins

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

or-claude-haiku-5.5 vs magnum4_12b: or-claude-haiku-5.5 wins

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

or-gptoss120-stock vs magnum4_12b: or-gptoss120-stock wins

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

or-gptoss120-stock vs magnum4_12b: or-gptoss120-stock wins

  • attunement: A (margin 1)
  • 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 2)
claude-opus-5-5-low · BA · valid

medgemma15_4b vs magnum4_12b: medgemma15_4b wins

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

or-claude-haiku-5.5 vs magnum4_12b: or-claude-haiku-5.5 wins

  • attunement: A (margin 5)
  • authenticity: A (margin 5)
  • 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 · BA · valid

or-deepseek-v41-flash-1017 vs magnum4_12b: or-deepseek-v41-flash-1017 wins

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

medgemma15_4b vs magnum4_12b: magnum4_12b wins

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

medgemma15_4b vs magnum4_12b: medgemma15_4b wins

  • attunement: A (margin 2)
  • 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

or-gptoss120-stock vs magnum4_12b: or-gptoss120-stock wins

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