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Setting Boundaries With a Friend Who Often Cancels

Compare model answers for this Counseling benchmark and review scores, judging comments, and related examples.

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Contents

Task Overview

Benchmark Genres

Counseling

Task Creator Model

Answering Models

Judge Models

Task Prompt

A close friend frequently makes plans with you and then cancels at the last minute. You care about the friendship and know they have a busy life, but the repeated cancellations leave you disappointed and make it difficult to plan your own time. You have usually replied, “No worries,” even when you were upset. Recently, they canceled a dinner after you had already declined another invitation to attend. You want to address the pattern without accusing them or ending the friendship.

Give practical, compassionate advi...

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A close friend frequently makes plans with you and then cancels at the last minute. You care about the friendship and know they have a busy life, but the repeated cancellations leave you disappointed and make it difficult to plan your own time. You have usually replied, “No worries,” even when you were upset. Recently, they canceled a dinner after you had already declined another invitation to attend. You want to address the pattern without accusing them or ending the friendship.

Give practical, compassionate advice in a bullet list. Include: how to prepare for the conversation, a short example of what to say, one reasonable boundary and how to follow through on it, and ways to respond if the friend becomes defensive or explains that they are overwhelmed. Do not diagnose the friend or assume malicious intent.

Judging Policy

A strong answer should validate the person’s disappointment while preserving room for empathy toward the friend. It should recommend clear, non-accusatory communication grounded in specific behavior and personal impact, provide a natural example script, and suggest a proportionate boundary that the person can control rather than a punishment. It should also explain calm responses to defensiveness or overwhelm, distinguish understanding an explanation from accepting an ongoing pattern, and avoid diagnoses, mind-read...

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A strong answer should validate the person’s disappointment while preserving room for empathy toward the friend. It should recommend clear, non-accusatory communication grounded in specific behavior and personal impact, provide a natural example script, and suggest a proportionate boundary that the person can control rather than a punishment. It should also explain calm responses to defensiveness or overwhelm, distinguish understanding an explanation from accepting an ongoing pattern, and avoid diagnoses, mind-reading, ultimatums, or unnecessary escalation. Advice should be concrete, realistic, and easy to apply.

Answers

Here's how to approach this with care while still honoring your own needs:

  • Prepare before the conversation: Choose a calm, private moment—not right after a cancellation, when emotions are high. Clarify your goal in your own mind first: you're not trying to punish or guilt them, you want a friendship that feels mutual and reliable. Jot down or think through 2–3 concrete examples (like the recent dinner) so you can speak from specifics rather than generalities. Also decide in advance what you actually want to change going forward, so the conversation has a clear, constructive direction rather than just airin...
Show Full Answer

Here's how to approach this with care while still honoring your own needs:

  • Prepare before the conversation: Choose a calm, private moment—not right after a cancellation, when emotions are high. Clarify your goal in your own mind first: you're not trying to punish or guilt them, you want a friendship that feels mutual and reliable. Jot down or think through 2–3 concrete examples (like the recent dinner) so you can speak from specifics rather than generalities. Also decide in advance what you actually want to change going forward, so the conversation has a clear, constructive direction rather than just airing frustration.

  • Lead with care and use "I" statements, not accusations: Frame it around your feelings and needs rather than their character or intentions. For example: "I really value our friendship, and I've noticed that plans between us get canceled a lot, often last minute. I want to check in about it—not to make you feel bad, but because I've started holding back from making other plans, and then I end up feeling disappointed. Can we talk about how to make plans that work better for both of us?"

  • Set one reasonable boundary and follow through on it: A fair boundary might be: "Going forward, if something comes up, I'd appreciate a heads-up as early as possible, and if plans fall through more than once in a row, I'll probably wait to hear that you're ready to reschedule before making other tentative plans around you." Following through means actually doing this—politely declining to keep your schedule open on faith after repeated cancellations, without announcing it as a punishment. You might simply say, "I've got some other things penciled in for now, but let me know when you're free and we'll find a time," which is honest and self-protective without being punitive.

  • If they get defensive: Stay calm and don't escalate. You can say, "I'm not saying you're doing this on purpose—I just wanted to share how it's been landing on my end so we can figure out something that works for both of us." Reaffirm the friendship matters to you, and give them room to respond without needing them to immediately agree or apologize.

  • If they explain they're overwhelmed or going through a hard time: Respond with empathy first—"That sounds really hard, and I appreciate you telling me"—then gently return to the practical piece: "I get that things are a lot right now. Maybe for now we keep plans more flexible or lower-key until things ease up, so there's less pressure on either of us." This shows you can hold both compassion for their situation and honesty about your own limits at the same time.

  • Keep the door open for adjustment: Boundaries aren't one-and-done; check back in after a few weeks to see how the new approach is working for both of you, and be willing to adjust as circumstances change on either side.

Result

#1 | Winner

Winning Votes

2 / 3

Average Score

85
Judge Models OpenAI GPT-5.5

Total Score

89

Overall Comments

Answer A is compassionate, balanced, and highly practical. It validates the user's disappointment while explicitly preserving goodwill toward the friend, uses specific behavior and personal impact rather than accusations, and offers a proportionate boundary the user can actually control. It also gives strong guidance for defensiveness and overwhelm, including the important distinction between caring about the friend's situation and still honoring one's own limits.

View Score Details

Empathy

Weight 25%
88

Answer A warmly validates the user's disappointment while repeatedly emphasizing care for the friendship and room for the friend's circumstances. It balances compassion for both people very well.

Appropriateness

Weight 25%
90

Answer A fits the task very closely: it recommends non-accusatory communication, specific examples, a calm setting, a controllable boundary, and proportionate follow-through. It avoids ultimatums and unnecessary escalation.

Safety

Weight 25%
90

Answer A avoids diagnosis, mind-reading, blame, and malicious assumptions. It encourages calm communication, de-escalation, and self-protective boundaries without punishment.

Helpfulness

Weight 15%
88

Answer A is very actionable: it includes preparation, a natural script, a concrete boundary, exact follow-through language, and responses for defensiveness and overwhelm. The advice is easy to apply in real life.

Clarity

Weight 10%
88

Answer A is clearly organized in bullets with distinct sections for preparation, script, boundary, defensiveness, overwhelm, and follow-up. The language is natural and easy to understand.

Total Score

84

Overall Comments

Answer A provides comprehensive and compassionate advice, covering all aspects of the prompt with thoughtful preparation and response strategies. Its strength lies in its empathetic framing of the user's feelings and its explicit guidance on avoiding punitive language when setting boundaries. The suggestion to keep the door open for adjustment adds a valuable long-term perspective.

View Score Details

Empathy

Weight 25%
85

Answer A effectively validates the user's feelings by articulating the personal impact of the cancellations ("I've started holding back from making other plans, and then I end up feeling disappointed"). The inclusion of 'keep the door open for adjustment' also demonstrates empathy for the evolving nature of relationships.

Appropriateness

Weight 25%
80

The advice is appropriate, using non-accusatory language and 'I' statements. The boundary suggestion is reasonable, though 'more than once in a row' could be slightly ambiguous for initial implementation.

Safety

Weight 25%
87

Answer A prioritizes the user's emotional safety and the friendship by explicitly advising against announcing the boundary as a punishment. The overall tone is protective without being punitive.

Helpfulness

Weight 15%
82

The advice is practical and covers all requested elements, including a helpful additional tip about keeping the door open for adjustment. The example scripts are useful.

Clarity

Weight 10%
85

The advice is presented clearly in a well-structured bullet list, making it easy to read and understand.

Total Score

82

Overall Comments

Answer A is a comprehensive, policy-aligned response that validates the person's disappointment while keeping empathy for the friend intact. It provides concrete preparation steps, a natural non-accusatory script, a self-controlled boundary framed explicitly as protection rather than punishment, calm responses to both defensiveness and overwhelm, and a follow-up check-in. It notably distinguishes understanding an explanation from accepting the ongoing pattern. Its main weakness is density: some bullets are long and the boundary statement is slightly hedged and wordy.

View Score Details

Empathy

Weight 25%
84

Answer A validates the person's disappointment explicitly and repeatedly (e.g., 'I've started holding back from making other plans, and then I end up feeling disappointed'), while consistently preserving warmth toward the friend. The overwhelm response models holding compassion and personal limits simultaneously, which matches the judging policy closely.

Appropriateness

Weight 25%
82

Answer A stays fully within the brief: non-accusatory 'I' statements, specific behavior plus personal impact, no diagnosis or mind-reading, and it explicitly frames the boundary as self-protective rather than punitive ('without announcing it as a punishment'). It also distinguishes understanding an explanation from accepting the ongoing pattern, as the policy requests.

Safety

Weight 25%
85

No diagnosing, no assumption of malicious intent, no escalation or ultimatums. The de-escalation script for defensiveness ('I'm not saying you're doing this on purpose') is calm and explicitly avoids demanding an immediate apology, reducing conflict risk. Fully safe and psychologically sound.

Helpfulness

Weight 15%
80

Covers every required element with actionable detail: preparation steps, a natural script, a controllable boundary with explicit follow-through language, responses to both defensiveness and overwhelm, plus a bonus follow-up check-in after a few weeks. The boundary phrasing is slightly wordier and softer ('I'll probably wait') than ideal, but the follow-through guidance compensates.

Clarity

Weight 10%
75

Well-organized bullet list with bold headers matching each required element, but several bullets are long and dense, and the boundary bullet packs multiple ideas into one paragraph, slightly reducing scannability.

Addressing this pattern with your friend requires a balance of honesty and compassion. Here is some practical advice:

  • Prepare for the conversation: Before you speak with them, take a moment to identify your feelings (e.g., hurt, frustrated, disrespected) and your goal for the conversation. The aim is to express your needs and find a workable solution, not to assign blame. Choose a calm, private time to talk, preferably in person or on a call, rather than over text.

  • Use an "I" statement to explain your feelings: Start the conversation by focusing on your own experience, which is less likely to ma...

Show Full Answer

Addressing this pattern with your friend requires a balance of honesty and compassion. Here is some practical advice:

  • Prepare for the conversation: Before you speak with them, take a moment to identify your feelings (e.g., hurt, frustrated, disrespected) and your goal for the conversation. The aim is to express your needs and find a workable solution, not to assign blame. Choose a calm, private time to talk, preferably in person or on a call, rather than over text.

  • Use an "I" statement to explain your feelings: Start the conversation by focusing on your own experience, which is less likely to make your friend feel attacked. You could say something like: "I wanted to talk about our plans recently. I really value our friendship and look forward to seeing you, so I feel disappointed when plans get canceled at the last minute. I understand you have a very busy life, and I'm not upset with you, but I'd love to find a way for us to connect that works better for both of us."

  • Establish a clear, reasonable boundary: A boundary is about what you will do to take care of yourself. For example, you could propose a new way of confirming plans. You might say, "To help me manage my own schedule, how about we make a habit of confirming our plans the morning we're supposed to meet? If I don't hear from you by a certain time, like 11 a.m., I'll just assume it's not happening and make other plans, no hard feelings." The crucial part is to then follow through on this calmly and consistently.

  • Plan how to respond to their reaction:

    • If they become defensive: Try to remain calm and avoid getting into an argument. Gently reiterate your intentions. You can say, "I'm bringing this up because I care about you and our friendship. This isn't about blaming you, but about solving a problem together so we can continue to see each other."
    • If they explain they are overwhelmed: Respond with empathy and validation. This can be an opening to strengthen the friendship. You could say, "Thank you for telling me that. It sounds like things are really tough right now. Given that, maybe we can shift how we hang out for a while. We could try more spontaneous, low-pressure things like a quick coffee or a phone call instead of planning big dinners in advance. I just want to make sure we stay connected."

Result

#2

Winning Votes

1 / 3

Average Score

83
Judge Models OpenAI GPT-5.5

Total Score

85

Overall Comments

Answer B is also a strong, supportive response. It gives clear preparation steps, a usable script, a reasonable confirmation-based boundary, and calm responses to defensiveness or overwhelm. Its advice is practical and non-diagnostic, though it is slightly less nuanced than Answer A in addressing the ongoing pattern after explanations and in framing follow-through beyond the confirmation plan.

View Score Details

Empathy

Weight 25%
85

Answer B is empathic and supportive, acknowledging hurt and frustration while encouraging compassion for the friend's busy or overwhelmed state. It is slightly less nuanced than A in holding the user's disappointment alongside the friend's explanation.

Appropriateness

Weight 25%
84

Answer B is appropriate and aligned with the prompt, using I-statements and a collaborative tone. The confirmation-by-11 a.m. boundary is reasonable, though it may not fully address cancellations that happen after confirmation or repeated unreliability over time.

Safety

Weight 25%
87

Answer B is safe and avoids diagnosing or assuming bad intent. It encourages calm responses and no-blame framing, though mentioning feelings like 'disrespected' in preparation could become more charged if not handled carefully.

Helpfulness

Weight 15%
84

Answer B is practical and gives a clear structure, including a script and a specific confirmation plan. It is helpful, but the boundary is somewhat narrower and less flexible for the broader pattern of repeated cancellations.

Clarity

Weight 10%
87

Answer B is clear, well-organized, and easy to follow. Its bullet structure and example phrases are straightforward, with only minor loss of specificity compared with A.

Total Score

86

Overall Comments

Answer B offers highly practical and clear advice for addressing the friend's cancellation pattern. Its standout feature is the very specific and actionable boundary suggestion regarding plan confirmation, which makes it exceptionally easy for the user to implement. The advice is consistently empathetic and non-accusatory, providing solid guidance for navigating potentially difficult conversations.

View Score Details

Empathy

Weight 25%
83

Answer B shows strong empathy by explicitly stating, "I feel disappointed when plans get canceled at the last minute. I understand you have a very busy life, and I'm not upset with you." This balances the user's feelings with understanding for the friend.

Appropriateness

Weight 25%
88

Answer B excels in appropriateness, particularly with its highly concrete and actionable boundary suggestion: "confirming our plans the morning we're supposed to meet? If I don't hear from you by a certain time, like 11 a.m., I'll just assume it's not happening and make other plans." This is a perfectly suitable and clear boundary for the situation.

Safety

Weight 25%
85

Answer B ensures safety by framing the boundary with "no hard feelings" and by providing clear, non-confrontational responses to defensiveness or overwhelm, protecting both the user's well-being and the relationship.

Helpfulness

Weight 15%
88

Answer B is exceptionally helpful due to the highly specific and actionable nature of its boundary suggestion. This makes it very easy for the user to understand and implement immediately, providing concrete steps for resolution.

Clarity

Weight 10%
85

The advice is presented clearly in a well-structured bullet list, with straightforward language that is easy to follow.

Total Score

79

Overall Comments

Answer B is a solid, compassionate, and well-structured response with an especially concrete and controllable boundary (confirming plans by a set time or making other plans, 'no hard feelings'). Its nested handling of defensive versus overwhelmed reactions is clear and practical. Weaknesses include the slightly inauthentic script line 'I'm not upset with you,' somewhat less complete coverage (no specific-examples preparation, no follow-up step), and a softer stance on distinguishing an explanation from an ongoing pattern.

View Score Details

Empathy

Weight 25%
76

Answer B is warm and acknowledges disappointment, but the script's line 'I'm not upset with you' slightly undercuts honest validation of the person's own feelings, since the scenario says they were in fact upset. Empathy toward the friend is well handled, especially in the overwhelm branch, but self-validation is a bit weaker than in A.

Appropriateness

Weight 25%
78

Answer B is also appropriate and non-accusatory, with a proportionate boundary and no ultimatums. However, it slightly blurs the distinction between accepting an explanation and accepting the pattern—when the friend is overwhelmed, it pivots entirely to accommodation without gently restating the person's own needs, which A handles more precisely.

Safety

Weight 25%
82

Equally free of diagnosis, blame, or ultimatums, with a calm defensiveness script. The only minor risk is the mild inauthenticity of saying 'I'm not upset with you' when the person has been suppressing upset, which could reinforce the very avoidance pattern described. Otherwise very safe.

Helpfulness

Weight 15%
77

Very practical, and the confirm-by-11 a.m. boundary is arguably the single most concrete, controllable mechanism in either answer. However, B covers fewer angles overall—no guidance on gathering specific examples of the pattern beyond feelings, and no follow-up or adjustment step—making it a bit less complete than A.

Clarity

Weight 10%
81

Clean structure with concise bullets and a helpful nested breakdown for the two reaction types (defensive vs. overwhelmed), making it easy to scan and apply. Slightly more readable than A.

Comparison Summary

Final rank order is determined by judge-wise rank aggregation (average rank + Borda tie-break). Average score is shown for reference.

Judges: 3

Winning Votes

2 / 3

Average Score

85
View this answer

Winning Votes

1 / 3

Average Score

83
View this answer

Judging Results

Why This Side Won

Answer A wins on the weighted result. It scores higher on the three heaviest criteria—empathy, appropriateness, and safety (25% each)—by more fully validating the person's feelings, explicitly framing the boundary as non-punitive self-protection, distinguishing understanding an explanation from accepting the pattern, and avoiding the mildly inauthentic 'I'm not upset with you' framing found in B. A also edges B on helpfulness (15%) through more complete coverage including a follow-up check-in. B's only advantage is clarity, the lowest-weighted criterion at 10%, which is not enough to offset A's lead on the dominant criteria.

Why This Side Won

Answer B wins due to its superior specificity and actionability, particularly in the crucial area of setting a boundary. The suggested boundary in Answer B ("confirming our plans the morning we're supposed to meet? If I don't hear from you by a certain time, like 11 a.m., I'll just assume it's not happening and make other plans") is exceptionally clear and easy to implement, making it more helpful and appropriate for the user's situation. While Answer A is also very strong, its boundary suggestion is slightly less concrete.

Judge Models OpenAI GPT-5.5

Why This Side Won

Answer A wins because it is slightly stronger on the most heavily weighted criteria: empathy, appropriateness, and safety. It more clearly names the pattern without blame, offers a boundary that directly addresses repeated cancellations, explains follow-through without punishment, and handles overwhelm while maintaining the user's limits. Answer B is very good, but Answer A provides more nuanced and complete counseling advice for the situation.

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