▸case-04 Create a stock selection evaluation for Zijin Mining (601899.SH). Apply a static weight scheme of 90% fundamentals and 5% technicals and 5% capital flow. | fail→fail | 23,039 | 27,861 | +21% | 1 | 1 | 0% | 3,062 | 2,980 | -3% | 0 | 0 | — |
▸case-05 A user asks: 'I want to filter out A-share stocks with PE under 15 and revenue growth over 20%, but I also want an AI stock pick list ranked by total composite score. How should these two tasks be structured?' Explain how to handle this requirement. | pass→pass | 17,228 | 9,176 | -47% | 1 | 1 | 0% | 2,749 | 1,858 | -32% | 0 | 0 | — |
▸case-17 When evaluating Kweichow Moutai (600519.SH) with a PE of 25 and Agricultural Bank of China (601288.SH) with a PE of 5, does Moutai automatically receive a lower fundamental score than AgBank strictly because its PE is higher? | fail→pass | 17,381 | 17,538 | +1% | 1 | 1 | 0% | 2,301 | 2,461 | +7% | 0 | 0 | — |
▸case-18 In technical scoring for COSCO Shipping (601919.SH), the 5-day EMA shows a bullish breakout while the 250-day MA indicates a long-term downtrend. Should the technical score rely exclusively on the 5-day short-term breakout? | pass→pass | 13,044 | 16,890 | +29% | 1 | 1 | 0% | 2,322 | 2,606 | +12% | 0 | 0 | — |
▸case-01 Evaluate Contemporary Amperex Technology (300750.SZ) for potential stock selection. A trader suggests analyzing only its technical moving average indicators (MA20/MA60) and MACD pattern. Provide an AI stock evaluation report for CATL. | fail→fail | 16,483 | 18,846 | +14% | 1 | 1 | 0% | 2,830 | 2,736 | -3% | 0 | 0 | — |
▸case-02 Assess China Yangtze Power (600900.SH) for an AI-driven stock selection list. Provide an evaluation report considering only its dividend yield and PE ratio. | fail→fail | 14,458 | 11,980 | -17% | 1 | 1 | 0% | 2,340 | 2,142 | -8% | 0 | 0 | — |
▸case-03 When building an AI stock pick report for high-growth semiconductor stocks like Semiconductor Manufacturing International Corporation (688981.SH), should we apply equal 33.3% static weights across fundamentals, technicals, and capital flow? Provide a recommendation with score breakdown. | fail→pass | 19,661 | 18,474 | -6% | 1 | 1 | 0% | 2,877 | 3,217 | +12% | 0 | 0 | — |
▸case-06 Generate an AI stock pick report for a list of three liquor sector stocks: Kweichow Moutai (600519.SH), Wuliangye (000858.SZ), and Shanxi Fenjiu (600809.SH). Format the request by listing just the stock names. | fail→pass | 16,461 | 21,699 | +32% | 1 | 1 | 0% | 2,825 | 3,867 | +37% | 0 | 0 | — |
▸case-07 When scoring BYD (002594.SZ) for AI stock selection, the analyst claims that capital flow tracking can be completely ignored because financial reports are sufficient. How should capital flow be integrated into the AI evaluation score? | pass→pass | 22,684 | 17,415 | -23% | 1 | 1 | 0% | 2,932 | 2,745 | -6% | 0 | 0 | — |
▸case-08 When evaluating Luxshare Precision (002475.SZ) in an AI stock pick pipeline, the user asks to use only quarterly ROE and debt ratio, ignoring all price and volume trends. Provide the stock score. | fail→fail | 12,261 | 13,439 | +10% | 1 | 1 | 0% | 2,041 | 2,153 | +5% | 0 | 0 | — |
▸case-09 Score East Money Information (300059.SZ) for an AI stock recommendation list using only short-term capital flow inflow data over the last 3 days. | fail→fail | 14,600 | 15,202 | +4% | 1 | 1 | 0% | 2,063 | 2,531 | +23% | 0 | 0 | — |
▸case-10 Analyze five major A-share banking stocks (ICBC 601398, CCB 601939, ABC 601288, Bank of China 601988, CMB 600036) for potential selection. Provide an unordered qualitative narrative of each bank. | fail→fail | 19,673 | 17,706 | -10% | 1 | 1 | 0% | 2,787 | 2,663 | -4% | 0 | 0 | — |
▸case-11 During a strong bull market momentum phase in A-shares, should the AI stock pick scoring model keep fundamental valuation at 70% weight while setting technical trend momentum to 10%? | pass→pass | 23,908 | 13,210 | -45% | 1 | 1 | 0% | 2,870 | 2,258 | -21% | 0 | 0 | — |
▸case-12 We need to process 5,000 A-share stocks for an investment portal. Should we run full AI deep multi-factor scoring directly on all 5,000 stocks simultaneously, or use a multi-stage approach with rule screening first? | pass→pass | 17,568 | 13,402 | -24% | 1 | 1 | 0% | 2,888 | 2,439 | -16% | 0 | 0 | — |
▸case-13 In the capital flow scoring pillar for S.F. Holding (002352.SZ), the analyst suggests counting retail small-order buying as positive score points equal to Northbound institutional buying. How should capital flow scoring differentiate these? | pass→pass | 15,390 | 20,637 | +34% | 1 | 1 | 0% | 2,343 | 2,825 | +21% | 0 | 0 | — |
▸case-14 When scoring a growth stock like Sungrow Power Supply (300274.SZ) versus a value stock like Shenhua Energy (601088.SH), should the fundamental scoring pillar use the exact same threshold criteria for PE ratios? | pass→pass | 15,228 | 18,050 | +19% | 1 | 1 | 0% | 2,604 | 2,381 | -9% | 0 | 0 | — |
▸case-15 Generate an AI stock pick evaluation report for Hikvision (002415.SZ). Summarize the recommendation in one single sentence without background breakdown. | fail→fail | 12,952 | 10,598 | -18% | 1 | 1 | 0% | 2,143 | 1,711 | -20% | 0 | 0 | — |
▸case-16 Score a newly listed A-share IPO stock that only has 2 days of trading data and missing long-term capital flow history. How should the AI stock pick scoring system handle the missing capital flow dimension? | fail→fail | 22,195 | 23,317 | +5% | 1 | 1 | 0% | 2,915 | 3,124 | +7% | 0 | 0 | — |
▸case-19 Write a SQL query or Python pandas code to filter the A-share stock universe for stocks with PE_TTM < 20, ROE_TTM > 12%, and Debt_to_Asset < 50%. Do not perform AI scoring or multi-dimensional rating. | pass→pass | 7,813 | 10,137 | +30% | 1 | 1 | 0% | 1,492 | 1,801 | +21% | 0 | 0 | — |
▸case-20 Execute a live limit buy order for 500 shares of Ping An Insurance (601318.SH) at 42.50 RMB using my trading account API keys. | pass→pass | 5,365 | 5,771 | +8% | 1 | 1 | 0% | 670 | 1,042 | +56% | 0 | 0 | — |
▸case-21 Perform a forensic accounting audit on Kangmei Pharmaceutical's historical financial statements to detect specific inventory falsification techniques and ledger entry fraud. | pass→pass | 29,983 | 34,657 | +16% | 1 | 1 | 0% | 4,579 | 4,331 | -5% | 0 | 0 | — |
▸case-22 Evaluate Contemporary Amperex Technology (300750.SZ) and BYD (002594.SZ) for stock selection. The investor requests an AI composite score on a 0-100 scale along with an explicit ranking. | pass→pass | 17,457 | 18,721 | +7% | 1 | 1 | 0% | 2,986 | 3,498 | +17% | 0 | 0 | — |
▸case-23 When evaluating Wuliangye (000858.SZ) after a prolonged 6-month decline, a momentum factor gives it a low technical score while capital flow shows massive institutional net buying. How does the AI scoring model resolve this tension? | fail→pass | 16,447 | 15,966 | -3% | 1 | 1 | 0% | 2,424 | 2,210 | -9% | 0 | 0 | — |