▸case-01 I'm struggling to decide whether to leave my corporate manager job to join an early-stage startup. On one hand, I keep saying I want stability and high compensation because of my mortgage, but on the other hand, I spend all night working on side projects and complaining about bureaucracy. I need you to act as a sounding board. Break down what I'm actually saying, highlight the core values driving my thought process, point out any conflicting statements I've made, identify the gaps in my logic, and give me one focused question to help me realize what I truly want without making the decision for me. | fail→pass | 20,076 | 15,724 | -22% | 1 | 1 | 0% | 2,422 | 2,323 | -4% | 0 | 0 | — |
▸case-02 Help me talk through moving across the country to Chicago versus staying in my hometown near my parents. I tell myself I need to move to grow my independence and advance my career, but then I panic whenever I look at apartments online and start making excuses about how hard it is to make friends. I want to hear my own thoughts organized back to me. Show me what I'm really saying, identify what I care about most underneath it all, point out where my statements clash, tell me what I haven't figured out yet, and finish with a single insightful question to bring this choice into focus. | fail→fail | 21,606 | 10,550 | -51% | 1 | 1 | 0% | 2,600 | 2,493 | -4% | 0 | 0 | — |
▸case-03 I need help figuring out whether to pivot our app's target market to enterprise clients or keep catering to small businesses. We're losing money on small business support, but whenever I draft an enterprise sales pitch, I feel like we're losing our core community soul. I'm stuck between financial survival and our original mission. Please reflect my reasoning back to me in a structured way: summarize my core thoughts, reveal my underlying priorities, highlight my internal contradictions, point out what I'm talking around, and give me the main question I should ask myself to decide. | fail→pass | 18,308 | 15,119 | -17% | 1 | 1 | 0% | 2,160 | 2,273 | +5% | 0 | 0 | — |
▸case-04 I need to pick between PostgreSQL and MongoDB for our new analytics service. Here is our tech context: heavy relational joins, high write volume, flexible JSON schemas needed for user events, team experienced in SQL. I want a definitive verdict from you right now. Build a weighted decision matrix with numerical scores (1-10) for both databases, calculate the totals, and explicitly tell us which one to deploy. | pass→pass | 16,008 | 21,185 | +32% | 1 | 1 | 0% | 2,500 | 3,257 | +30% | 0 | 0 | — |
▸case-05 We are deciding whether to litigate or settle a patent dispute for product line Alpha. If we litigate, there is a 60% chance of winning $5M and a 40% chance of losing $2M in legal fees. If we settle, we get a guaranteed $1.5M payout. Perform an expected monetary value (EMV) calculation for both decision branches and tell me which branch has the higher expected monetary value. | pass→pass | 12,235 | 13,489 | +10% | 1 | 1 | 0% | 1,168 | 3,363 | +188% | 0 | 0 | — |
▸case-06 I have already decided to leave my accounting job and become a freelance web developer next month. I do not need help thinking through this choice. Write a concrete 4-week step-by-step launch checklist with specific weekly milestones for setting up my freelance business, getting my first client, and setting my rates. | pass→pass | 25,526 | 22,914 | -10% | 1 | 1 | 0% | 3,162 | 3,427 | +8% | 0 | 0 | — |
▸case-07 I am trying to choose between buying a $500k house now or continuing to rent and putting my savings into index funds. My friends tell me renting is throwing money away, so I feel guilty, but whenever I look at 30-year mortgage interest schedules and property tax bills, I get sick to my stomach. I'm talking myself in circles. Act as my reflection board: mirror my reasoning, state my core values, show me where I clash with myself, point out what I'm avoiding, and give me a central question to ponder. | fail→pass | 20,692 | 17,065 | -18% | 1 | 1 | 0% | 2,456 | 2,665 | +9% | 0 | 0 | — |
▸case-08 My co-founder and I have reached an impasse on company strategy for our SaaS product, SaaSFlow. Should I buy out her 50% equity stake or dissolve the partnership entirely? I keep telling investors I am committed to running this company long-term, but I spend half my energy complaining to my spouse that I am exhausted by the business. Reflect my thinking back to me without telling me what to do. | fail→fail | 19,571 | 13,692 | -30% | 1 | 1 | 0% | 1,579 | 2,316 | +47% | 0 | 0 | — |
▸case-09 I need to choose whether to promote Dave, our top senior engineer, to Engineering Director, or hire an external manager. Dave is brilliant technically and everyone respects him, but in every management trial run he's missed 1-on-1s and expressed frustration with budget meetings. I tell myself promoting internally builds morale, but I'm terrified our execution will drop. Help me hear my own thoughts organized. | pass→pass | 21,009 | 16,341 | -22% | 1 | 1 | 0% | 2,446 | 2,586 | +6% | 0 | 0 | — |
▸case-10 I am 62 and deciding whether to sell our 30-year-old family hardware distribution business to a private equity firm or pass it to my children. The PE firm offers $12M, which secures my retirement, but my eldest daughter works in sales here. However, my daughter has never expressed interest in executive operations and frequently talks about starting her own design studio. Reflect my thoughts back to me in a structured framework. | pass→pass | 18,233 | 15,713 | -14% | 1 | 1 | 0% | 2,026 | 2,593 | +28% | 0 | 0 | — |
▸case-11 I got accepted into a top Computer Science PhD program at Stanford, but I also have a $180k data science job offer at Meta. I tell my parents I care about intellectual freedom and pushing the boundaries of AI, but I spend hours browsing Zillow and calculating how quickly I could buy a condo with the Meta salary. Rubber-duck this decision with me and reflect my reasoning back to me. | pass→pass | 16,614 | 15,690 | -6% | 1 | 1 | 0% | 2,420 | 2,369 | -2% | 0 | 0 | — |
▸case-12 My partner of five years and I are discussing whether to transition to an open relationship or stay strictly monogamous. I tell my partner I am completely satisfied, but I regularly browse dating apps in secret and feel resentful about missed experiences. I need a sounding board to reflect my thoughts without passing judgment or giving relationship advice. | pass→pass | 10,543 | 13,500 | +28% | 1 | 1 | 0% | 1,780 | 2,678 | +50% | 0 | 0 | — |
▸case-13 I'm deciding whether to take a 40% pay cut to become Executive Director at a climate advocacy nonprofit, or stay as Product VP at my current fintech firm. I keep telling my friends that climate change is the defining issue of our time and money doesn't bring happiness, but I recently turned down a smaller climate role because the equity package wasn't big enough. Help me see what I'm really saying. | pass→pass | 20,291 | 17,156 | -15% | 1 | 1 | 0% | 2,339 | 2,576 | +10% | 0 | 0 | — |
▸case-14 As CEO of a 20-person startup, I must choose between laying off 4 engineers or doing a company-wide 15% pay cut to survive the runway deficit. I tell my leadership team that our company culture is like a family, but whenever I consider pay cuts, I worry our top 3 performers will resign immediately. I need you to reflect my reasoning, point out my blind spots, and ask the key question. | pass→fail | 19,283 | 18,417 | -4% | 1 | 1 | 0% | 2,182 | 2,717 | +25% | 0 | 0 | — |
▸case-15 Our board wants us to decide whether to launch our SaaS platform in Europe next quarter or double down on US enterprise sales. I keep telling the board we are ready for global expansion, but our customer support team is already failing to meet US SLA metrics and our translation budget is zero. Reflect my reasoning back to me in a structured way. | pass→pass | 16,700 | 15,518 | -7% | 1 | 1 | 0% | 1,775 | 2,238 | +26% | 0 | 0 | — |
▸case-16 I am choosing between staying as a solo UX consultant making $150k/yr or accepting a VP role at a digital agency for $220k/yr. I keep saying I love freedom and managing my own calendar, but I spend every Sunday night stressing about client acquisition and pipeline predictability. Walk me through my own logic. | pass→pass | 24,304 | 15,547 | -36% | 1 | 1 | 0% | 2,659 | 2,568 | -3% | 0 | 0 | — |
▸case-17 I'm HR VP deciding whether our company should mandate 3 days in-office or go 100% remote. I argue in meetings that office presence builds spontaneous innovation and trust, but I personally work from my beach house four days a week and dread coming into the head office. Help me listen to what I'm actually saying. | pass→pass | 15,680 | 15,924 | +2% | 1 | 1 | 0% | 2,091 | 2,553 | +22% | 0 | 0 | — |
▸case-18 My spouse and I are choosing whether to pursue a third cycle of IVF or start the adoption process. I tell my spouse I just want to be a parent regardless of genetics, but I feel a sharp pang of grief every time an adoption agency questionnaire asks about non-biological parenting. I need a sounding board to reflect my reasoning and surface the underlying values. | pass→pass | 23,483 | 18,090 | -23% | 1 | 1 | 0% | 2,288 | 2,522 | +10% | 0 | 0 | — |
▸case-19 I own a successful Italian bistro and am debating opening a second location downtown versus renovating our existing site. I tell my staff that expanding proves our brand power, but I am already working 70 hours a week and haven't taken a vacation in three years. Reflect my reasoning without deciding for me. | fail→fail | 18,118 | 16,910 | -7% | 1 | 1 | 0% | 1,703 | 2,316 | +36% | 0 | 0 | — |
▸case-20 I finished my manuscript and can't choose between spending months querying traditional agents or self-publishing on Amazon Kindle. I tell my writing group I want broad prestige and critical validation, but I also complain weekly about industry gatekeepers and want full creative control over my cover art and pricing. Reflect my thoughts back to me. | pass→pass | 16,052 | 13,955 | -13% | 1 | 1 | 0% | 1,643 | 2,113 | +29% | 0 | 0 | — |
▸case-21 I am CEO of a 50-year-old manufacturing firm. Should we rename and rebrand the company to look like a modern tech-enabled supplier, or preserve our legacy name? I claim in board meetings that our legacy name is our greatest trust asset, but I hide our logo on slide decks when pitching young tech clients because I think it looks ancient. Help me hear my own logic. | fail→pass | 23,385 | 18,145 | -22% | 1 | 1 | 0% | 2,542 | 2,668 | +5% | 0 | 0 | — |
▸case-22 We are deciding whether to bootstrap our developer tool to profitability or accept a $1.5M VC seed term sheet. I tell my team that VCs add strategic momentum, but every time I read the term sheet provisions about board seats and liquidation preferences, I feel like I'm giving away my life's work. Reflect my reasoning back to me in a structured layout. | fail→pass | 19,912 | 15,738 | -21% | 1 | 1 | 0% | 2,165 | 2,248 | +4% | 0 | 0 | — |
▸case-23 I am deciding whether to buy a new electric pickup truck or a traditional gas V8 truck for my landscaping company. I keep posting online about reducing carbon emissions, but I constantly express anxiety that an EV battery won't survive cold winter hauling days with heavy trailers. Break down my thoughts, surface my values, point out my contradictions, and give me a central question. | pass→pass | 19,298 | 16,643 | -14% | 1 | 1 | 0% | 2,097 | 2,415 | +15% | 0 | 0 | — |