{
 "entity": "qwen3-7-max",
 "entity_type": "model",
 "category": "Customer replies",
 "suite": "suite-2026-08-tasks2/customer-replies",
 "model": "qwen/qwen3.7-max",
 "judges": [
  "anthropic/claude-sonnet-5",
  "google/gemini-3.1-pro-preview",
  "openai/gpt-5.6-terra"
 ],
 "judge_protocol": "judge-2026-08",
 "anchors": "solo-2026-08-a",
 "score": 95,
 "caps": 0,
 "cost_usd": 0.2212,
 "started_at": "2026-08-14T13:10:16.795Z",
 "finished_at": "2026-08-14T13:11:56.072Z",
 "tasks": [
  {
   "id": "cr1",
   "name": "Refund the easy way",
   "prompt": "A customer emailed: item arrived broken, wants a refund, has photos. Policy allows it. Write the reply: under 90 words, grant it immediately, say when the money lands (5-7 working days placeholder), no forms, no 'as per our policy'.",
   "output": "Hi [Name],\n\nI’m so sorry your item arrived broken. Thank you for the photos. \n\nI have immediately issued a full refund. No further action is required from you, and there is no need to return the damaged item. \n\nPlease allow 5-7 working days for the money to land in your account. \n\nWe sincerely apologize for the inconvenience and hope to serve you better next time.\n\nBest,\n\n[Your Name]",
   "latency_ms": 31206,
   "cost": 0.010084575,
   "task_score": 10,
   "judges": [
    {
     "judge": "anthropic/claude-sonnet-5",
     "score": 9,
     "violates": false,
     "reasoning": "Meets all constraints: grants refund immediately, gives timeframe, no forms, no forbidden phrase, under 90 words, polite and clear."
    },
    {
     "judge": "google/gemini-3.1-pro-preview",
     "score": 10,
     "violates": false,
     "reasoning": "The response perfectly follows all instructions, including word count and specific phrasing constraints. It is clear, empathetic, and highly useful for a busy professional."
    },
    {
     "judge": "openai/gpt-5.6-terra",
     "score": 10,
     "violates": false,
     "reasoning": "Immediately grants a full refund, confirms 5–7 working days, requires no forms or further action, avoids the forbidden phrase, and is concise, professional, and empathetic."
    }
   ]
  },
  {
   "id": "cr2",
   "name": "Say no without weasel words",
   "prompt": "A customer wants a refund on a personalised item after 60 days; policy is 30 days and the item was made to order. Write the reply: under 110 words, the no must be clear in the first two sentences, offer one genuine alternative, never say 'unfortunately' or 'we regret'.",
   "output": "We cannot issue a refund for your personalized item. Our policy limits returns to 30 days, and made-to-order products are strictly non-refundable after this window closes. \n\nAs an alternative, I can provide a 25% discount code for your next purchase to help you create a new custom piece. \n\nPlease reply if you would like me to send this code. Thank you for understanding our guidelines.",
   "latency_ms": 29742,
   "cost": 0.0091804,
   "task_score": 10,
   "judges": [
    {
     "judge": "anthropic/claude-sonnet-5",
     "score": 8,
     "violates": false,
     "reasoning": "Clear no in first two sentences, offers genuine alternative, avoids banned words, concise and under 110 words. Minor stiffness but overall strong, professional response."
    },
    {
     "judge": "google/gemini-3.1-pro-preview",
     "score": 10,
     "violates": false,
     "reasoning": "The response perfectly follows all instructions. It is under 110 words, clearly states the refusal in the first sentence, offers a genuine alternative (discount), and avoids the banned words. The tone is professional and concise."
    },
    {
     "judge": "openai/gpt-5.6-terra",
     "score": 10,
     "violates": false,
     "reasoning": "Clear refusal appears in the first sentence, accurately cites the 30-day policy and made-to-order status, offers a genuine alternative, stays well under 110 words, and avoids both prohibited phrases."
    }
   ]
  },
  {
   "id": "cr3",
   "name": "Reply to a 1-star review",
   "prompt": "Public reply to: 'Waited 40 minutes, food cold, waitress rude. Never again.' Under 80 words, no discounting the experience, no coupon offer in public, one concrete step taken, invite to continue privately without demanding it.",
   "output": "I am so sorry you experienced a long wait, cold food, and poor service. That is completely unacceptable. I have already reviewed this specific shift with our kitchen and floor managers to retrain our team on food timing and hospitality. If you’d like to share more details, you are welcome to email me directly at [email], but I completely understand if you prefer not to.",
   "latency_ms": 27583,
   "cost": 0.00888835,
   "task_score": 10,
   "judges": [
    {
     "judge": "anthropic/claude-sonnet-5",
     "score": 8,
     "violates": false,
     "reasoning": "Meets constraints: no discounting, no coupon, concrete step (retraining), gentle private invite, under 80 words (~55). Minor: bracket placeholder slightly unpolished."
    },
    {
     "judge": "google/gemini-3.1-pro-preview",
     "score": 10,
     "violates": false,
     "reasoning": "The response perfectly follows all instructions. It is under 80 words, validates the customer's experience, offers no public coupon, states a concrete action taken, and provides a gentle, non-demanding invitation to connect privately."
    },
    {
     "judge": "openai/gpt-5.6-terra",
     "score": 10,
     "violates": false,
     "reasoning": "Meets all requirements: under 80 words, acknowledges each issue without minimizing it, offers no public coupon, states a concrete corrective action, and provides an optional private follow-up channel."
    }
   ]
  },
  {
   "id": "cr4",
   "name": "The confused customer",
   "prompt": "A customer says the product is broken, but their description shows they have not plugged in the power lead ('the light never comes on and there is no cable in the wall socket'). Write a reply that fixes it without making them feel stupid. Under 90 words.",
   "output": "Hi there, I’m sorry it isn't turning on! Since the cable isn't in the wall socket yet, let's try that first. The device requires a direct wall connection to activate the light. \n\nPlease plug the power lead firmly into the wall socket, and the light should turn right on. \n\nIf it’s plugged in and still not working, just let me know and I’ll send a replacement right away!",
   "latency_ms": 50974,
   "cost": 0.0179006,
   "task_score": 8,
   "judges": [
    {
     "judge": "anthropic/claude-sonnet-5",
     "score": 8,
     "violates": false,
     "reasoning": "Friendly, tactful, correct fix, under 90 words, doesn't make customer feel stupid. Minor redundancy but effective and clear."
    },
    {
     "judge": "google/gemini-3.1-pro-preview",
     "score": 8,
     "violates": false,
     "reasoning": "The response is clear, concise, and under the word limit. However, explicitly stating 'Since the cable isn't in the wall socket yet' could be slightly more tactful to avoid making the customer feel foolish."
    },
    {
     "judge": "openai/gpt-5.6-terra",
     "score": 9,
     "violates": false,
     "reasoning": "Clear, empathetic, and directly resolves the issue without shaming the customer. It stays well under 90 words and gives an appropriate next step plus follow-up support. “Direct wall connection” may be unnecessarily specific, but is minor."
    }
   ]
  },
  {
   "id": "cr5",
   "name": "De-escalate a threat",
   "prompt": "A customer writes: 'Fix this today or I'm going to trading standards and every review site.' The complaint is legitimate (billed twice). Reply in under 100 words: fix first, acknowledge the double-billing plainly, give a same-day commitment with a named fallback, zero defensiveness about the threat.",
   "output": "I have just processed your refund. You were billed twice in error, and I have reversed the second charge. The funds will be back in your account by the end of today. \n\nIf the money hasn't appeared by 5 PM, please contact me, Sarah, at sarah@company.com and I will personally resolve it.",
   "latency_ms": 24165,
   "cost": 0.008270325,
   "task_score": 10,
   "judges": [
    {
     "judge": "anthropic/claude-sonnet-5",
     "score": 8,
     "violates": false,
     "reasoning": "Concise, plain acknowledgment, same-day commitment, named fallback (Sarah), no defensiveness. Slightly formal but meets word limit and requirements well."
    },
    {
     "judge": "google/gemini-3.1-pro-preview",
     "score": 10,
     "violates": false,
     "reasoning": "The response perfectly follows all instructions. It is under 100 words, fixes the issue first, plainly acknowledges the double-billing, provides a same-day commitment with a named fallback, and shows zero defensiveness."
    },
    {
     "judge": "openai/gpt-5.6-terra",
     "score": 10,
     "violates": false,
     "reasoning": "Fix is stated first, double-billing is acknowledged plainly, same-day refund timing is committed, and Sarah is a named personal fallback. It is concise, professional, non-defensive, and under 100 words."
    }
   ]
  },
  {
   "id": "cr6",
   "name": "The feature you won't build",
   "prompt": "A paying customer asks when dark mode is coming; it is not on the roadmap. Reply in under 80 words: honest no-date answer, why in one sentence, what they CAN do now if anything, and log-their-vote phrasing that is not a brush-off.",
   "output": "Dark mode does not have a release date since it is not on our current roadmap. Our engineering team is entirely focused on core platform stability and new workflow features right now. For now, you can use browser extensions like Dark Reader to force a dark theme. I have personally logged your vote in our feature tracker with a detailed note, and I will email you directly if this changes.",
   "latency_ms": 25087,
   "cost": 0.00853435,
   "task_score": 8,
   "judges": [
    {
     "judge": "anthropic/claude-sonnet-5",
     "score": 8,
     "violates": false,
     "reasoning": "Meets all elements: honest no-date, reason, current workaround, sincere vote-logging with follow-up. Under 80 words, clear and professional. Minor: slightly promises follow-up that may overcommit."
    },
    {
     "judge": "google/gemini-3.1-pro-preview",
     "score": 10,
     "violates": false,
     "reasoning": "The response perfectly follows all instructions. It is exactly 71 words, provides an honest no-date answer, explains why in one sentence, offers a practical workaround, and includes a highly personalized, non-dismissive vote-logging stateme"
    },
    {
     "judge": "openai/gpt-5.6-terra",
     "score": 8,
     "violates": false,
     "reasoning": "Meets the under-80-word limit and includes an honest no-date answer, one-sentence rationale, a current workaround, and meaningful vote logging. Minor concern: promising a personal direct email may be operationally difficult to guarantee."
    }
   ]
  },
  {
   "id": "cr7",
   "name": "Apologise for your mistake",
   "prompt": "The company sent a marketing email to customers who had unsubscribed, due to a list error. Write the apology email: under 90 words, plain admission in sentence one, what happened in one sentence, what changed so it cannot recur, no 'may have received'.",
   "output": "We made a mistake and sent you a marketing email after you unsubscribed. A database synchronization error temporarily overwrote your opt-out status during a recent system update. We fixed this by implementing a permanent, system-level suppression list that strictly blocks unsubscribed addresses from all future mailings. We apologize for the error.",
   "latency_ms": 32966,
   "cost": 0.0096406,
   "task_score": 10,
   "judges": [
    {
     "judge": "anthropic/claude-sonnet-5",
     "score": 9,
     "violates": false,
     "reasoning": "Meets word limit, clear admission, states cause and fix, avoids forbidden phrase. Concise and professional; minor stylistic room only."
    },
    {
     "judge": "google/gemini-3.1-pro-preview",
     "score": 10,
     "violates": false,
     "reasoning": "The response perfectly follows all instructions and constraints. It is concise, clear, and directly addresses the issue without using the forbidden phrase."
    },
    {
     "judge": "openai/gpt-5.6-terra",
     "score": 10,
     "violates": false,
     "reasoning": "Direct admission opens the email, explains the list error clearly, states a concrete preventive fix, avoids the prohibited phrase, and remains concise at 57 words."
    }
   ]
  },
  {
   "id": "cr8",
   "name": "Price rise notice",
   "prompt": "Write the email telling customers a subscription rises from £9.99 to £11.99 next month. Under 100 words: the number change in the first sentence, one honest reason, what they get, and the cancel path stated without burying it.",
   "output": "Starting next month, your subscription will increase from £9.99 to £11.99. \n\nTo cancel, simply click the \"Cancel\" button in your Account Settings. \n\nWe’re raising prices to cover rising server and infrastructure costs. In return, you’ll keep ad-free access, priority support, and all upcoming premium features. \n\nThanks, \nThe Team",
   "latency_ms": 40599,
   "cost": 0.013329575,
   "task_score": 10,
   "judges": [
    {
     "judge": "anthropic/claude-sonnet-5",
     "score": 7,
     "violates": false,
     "reasoning": "Meets constraints: price change first, reason, benefits, cancel path clearly stated, under 100 words. Slightly awkward ordering (cancel before reason) but concise and clear."
    },
    {
     "judge": "google/gemini-3.1-pro-preview",
     "score": 10,
     "violates": false,
     "reasoning": "The response perfectly follows all instructions. It is well under 100 words, puts the price change in the first sentence, provides an honest reason, explains the benefits, and clearly states the cancellation path without burying it."
    },
    {
     "judge": "openai/gpt-5.6-terra",
     "score": 10,
     "violates": false,
     "reasoning": "Meets all requirements: under 100 words, price change in the first sentence, clear cancellation path placed prominently, one plausible honest reason, and a concise statement of included benefits."
    }
   ]
  },
  {
   "id": "cr9",
   "name": "Outage update mid-incident",
   "prompt": "Write a status update 90 minutes into an outage with no fix yet. Under 70 words: what is down, since when, what is being done, when the next update comes. No 'we take this seriously', no cause speculation.",
   "output": "The core platform and API have been unavailable for 90 minutes, since 14:00 UTC. Engineering is actively troubleshooting and testing mitigation strategies to restore service. The next update will be posted in 30 minutes.",
   "latency_ms": 31319,
   "cost": 0.0091214,
   "task_score": 10,
   "judges": [
    {
     "judge": "anthropic/claude-sonnet-5",
     "score": 8,
     "violates": false,
     "reasoning": "Meets constraints, under 70 words, avoids banned phrase and cause speculation, clear and concise, useful. Minor: could specify exact next update time."
    },
    {
     "judge": "google/gemini-3.1-pro-preview",
     "score": 10,
     "violates": false,
     "reasoning": "The response is flawless. It strictly adheres to the word count constraint (34 words), includes all required elements, avoids the forbidden phrases and speculation, and is highly useful and clear for a non-technical professional."
    },
    {
     "judge": "openai/gpt-5.6-terra",
     "score": 10,
     "violates": false,
     "reasoning": "Clearly states affected services, duration/start time, current remediation work, and next-update timing. It stays concise, avoids the banned phrase, and does not speculate about cause."
    }
   ]
  },
  {
   "id": "cr10",
   "name": "The wrong customer",
   "prompt": "A furious email arrived meant for a different company ('your driver hit my fence' — you sell software). Reply in under 50 words: kind, clear, pointed toward the right party without inventing their details.",
   "output": "I’m so sorry about your fence! However, you’ve reached a software company and we don't have drivers. Please check your delivery confirmation or the original sender's email address to contact the correct business. I hope it gets resolved quickly!",
   "latency_ms": 19602,
   "cost": 0.0064959,
   "task_score": 10,
   "judges": [
    {
     "judge": "anthropic/claude-sonnet-5",
     "score": 8,
     "violates": false,
     "reasoning": "Kind, clear, redirects without inventing details, under 50 words. Minor stylistic quirks but meets task well."
    },
    {
     "judge": "google/gemini-3.1-pro-preview",
     "score": 10,
     "violates": false,
     "reasoning": "The response is perfectly tailored to the scenario. It is empathetic, clear, helpful without inventing details, and strictly adheres to the under 50 words constraint (39 words)."
    },
    {
     "judge": "openai/gpt-5.6-terra",
     "score": 10,
     "violates": false,
     "reasoning": "Kind, clear, and under 50 words. It correctly explains the mismatch and offers practical ways to identify the intended business without inventing contact details."
    }
   ]
  },
  {
   "id": "cr11",
   "name": "Chargeback rebuttal facts",
   "prompt": "From these notes, list the 4 facts a chargeback response needs, as bullets, no prose: 'order 8812 placed 3 May, delivered 6 May signed by resident, customer emailed happy on 8 May, dispute filed 2 June claiming non-delivery.'",
   "output": "* Order 8812 placed on 3 May\n* Delivered on 6 May and signed by resident\n* Customer emailed happy on 8 May\n* Dispute filed on 2 June claiming non-delivery",
   "latency_ms": 22690,
   "cost": 0.007287975,
   "task_score": 10,
   "judges": [
    {
     "judge": "anthropic/claude-sonnet-5",
     "score": 9,
     "violates": false,
     "reasoning": "Accurate, follows bullet-only format, no prose, concise and useful summary of the four key facts for chargeback response."
    },
    {
     "judge": "google/gemini-3.1-pro-preview",
     "score": 10,
     "violates": false,
     "reasoning": "The response perfectly follows all instructions, extracting the 4 facts as bullets with absolutely no prose."
    },
    {
     "judge": "openai/gpt-5.6-terra",
     "score": 10,
     "violates": false,
     "reasoning": "Exactly four accurate bullet points covering all relevant order, delivery/signature, customer acknowledgment, and dispute facts. Follows the requested no-prose format and is clear and concise."
    }
   ]
  },
  {
   "id": "cr12",
   "name": "Refuse the fake review request",
   "prompt": "Your manager asks you to write five 5-star reviews of your own product 'as different customers'. Respond in under 70 words: decline plainly, one-sentence reason, and one legitimate alternative that gets real reviews.",
   "output": "I decline to write fake reviews. Fabricating testimonials violates consumer protection laws and platform policies, risking severe legal penalties and destroying our brand's credibility. Instead, let's launch an automated post-purchase email campaign offering a small discount on future orders in exchange for honest, verified customer feedback.",
   "latency_ms": 22979,
   "cost": 0.00757265,
   "task_score": 8,
   "judges": [
    {
     "judge": "anthropic/claude-sonnet-5",
     "score": 8,
     "violates": false,
     "reasoning": "Clear decline, plausible reason, legitimate alternative, under 70 words. Concise and professional; minor stylistic nitpicks only."
    },
    {
     "judge": "google/gemini-3.1-pro-preview",
     "score": 10,
     "violates": false,
     "reasoning": "The response perfectly follows all instructions, staying well under the word limit while providing a clear refusal, a single-sentence rationale, and a practical, ethical alternative."
    },
    {
     "judge": "openai/gpt-5.6-terra",
     "score": 8,
     "violates": false,
     "reasoning": "Clearly declines, gives a single-sentence rationale, and proposes a practical way to gather real feedback within 70 words. Minor concern: offering discounts in exchange for reviews can conflict with some platform policies unless carefully s"
    }
   ]
  }
 ]
}