周报 20261012-1016 三模型挑错原文

LLM 三模型挑错附录（v2.6.3）

• 时间: 2026-10-16T16:24:27+08:00
• DeepSeek: deepseek-chat | ok=True degraded=False error=None fallback=deepseek-chat_after_flash_empty_or_unstructured cost_usd=0.0
• MiniMax: MiniMax-M3 | ok=True degraded=False error=None cost_usd=0.0
• OpenRouter: qwen/qwen3-32b | ok=True degraded=False error=None fallback=None cost_usd=0.00092168
• 本次 OpenRouter 配置: primary=qwen/qwen3-32b backup=mistralai/mistral-small-3.2-24b-instruct
• 今日累计花费记录: total_usd=0.000922 n_calls=8 (详见 data/cache/llm_review_cost/)
• 是否自动采纳: 否（仅附录）

一、三家重合（优先，共 1 条）

三家重合 1（主题：盘中/收盘口径，严重度 中）

DeepSeek： 【中】原文：「KOSPI 5,668.05 ... 周 -14.46% ... KOSPI 单日：10/12 -3.65%、10/13 -5.46%、10/14 -0.44%、10/15 -7.57%」 问题：单日连乘核对：(1-3.65%)(1-5.46%)(1-0.44%)(1-7.57%)(1+2.05%) = 0.9635×0.9454×0.9956×0.9243×1.0205 ≈ 0.8547，即约 -14.53%，与周 -14.46% 基本一致（四舍五入误差）。但该连乘用了4天单日+10/16当日，而周对基准10/8，缺10/8数据；若10/9（韩休市改10/8）到10/12之间还有变动则不符。 建议：标注KOSPI周涨基准日为10/8收盘，并核对10/8→10/12是否有缺口。

MiniMax： - 恒生指数: 24,145.17, 当日 +0.34%, 周 -0.27%. (底稿为15:49盘中数据)

OpenRouter： 【中】原文：「10/12 美债读数与 10/9 完全相同」 问题：事实错误 建议：应注明「疑未更新」，避免误导为真实收盘。

二、两家重合（共 1 条）

两家重合 1（主题：指纹重合，家数=['minimax', 'openrouter']，严重度 中）

MiniMax： 46. Section 2 冲突与弃用: "10/15 备忘账本周累计 -10.21%（星耀）vs 周报 -10.85%（10/16 新浪周基准）"

Difference because 备忘 was 10/15 (4 days) vs 周报 10/16 (5 days). Plausible. ✓

OpenRouter： 【中】原文：「10/15 备忘账本周累计 -10.21%（星耀） | 周报 -10.85%（10/16 新浪周基准）」 问题：口径错误 建议：应说明两日主源不同，周报按最新底稿 week_chg。

三、仅单家（共 170 条）

1. （minimax / 台积电财报口径/单位） - 台积电: 2,420 (-0.82%, -5.10%)

2. （minimax / sidecar口径） - 10/15 KOSPI 卖盘 Sidecar (首尔09:07) — OK noted.

3. （deepseek / 仅deepseek） 【高】原文：「账本本周权益 -10.85%，总资产 -9.44%（现金 13% 按 0 计），19 只只有沪电 +0.97% 上涨；比沪深300（-3.40%）多跌 7.45pp，比创业板指（-8.90%）多跌 1.95pp。」 问题：口径/单位错误：权益跌幅按权重87%计算，-10.85%×0.87≈-9.44%即总资产跌幅；但直接比较'权益-10.85%'与指数-3.40%算超额-7.45pp，口径不一致（后者是总资产口径才对）。-10.85%-(-3.40%)=-7.45pp用的是权益，-9.44%-(-3.40%)=-6.04pp才是总资产口径。此处混淆权益与总资产口径。 建议：统一口径：若比较组合与指数，应用总资产口径 -9.44% 对沪深300 -3.40% 得 -6.04pp；或明确标注此处比较为权益口径并同时列出指数口径。

4. （deepseek / 仅deepseek） 【中】原文：「标普只跌 0.86%，道指 +1.01%。」 问题：与 1.4 节一致（标普 -0.86%、道指 +1.01%），但结论要点称'外盘同向深跌'，标普/道指与组合-10.85%方向并不'同向深跌'，措辞与数据矛盾。 建议：改为'外盘分化：费半及光通信/服务器个股深跌，但标普、道指基本走平/上涨'。

5. （deepseek / 仅deepseek） 【中】原文：「美债 10 年 5.079%（周 -16.5bp）」 问题：1.7节注明 10Y 为底稿 week_chg 为 -16.5bp，但未给出10/9基准值；同时 2Y 有基准 4.791%，10Y 缺基准无法自洽核对。且10Y 5.079% 与 30Y 5.42% 利差偏小异常（30Y仅高于10Y约34bp），与常见曲线不符，疑数据存疑。 建议：补充10Y 10/9基准值；核对FRED/CNBC读数，确认10Y=5.079%是否为2026年真实水平。

6. （deepseek / 仅deepseek） 【低】原文：「CNN 恐惧贪婪 31.54 Fear（10/9 底稿 45.0，周 -13.46）。」 问题：31.54 与 45.0 之差为 -13.46，数值自洽；但'恐惧贪婪指数'为水平值不是收益，称'周 -13.46'易被误读为收益率，且未标注单位（点）。 建议：改为'较 10/9 下降 13.46 点至 31.54'。

7. （deepseek / 仅deepseek） 【低】原文：「沪电（容易） ... Q3 推算 25.27–27.77 亿 ... 环比 Q2 +50.3% 至 +65.2%」 问题：计算核对：前三季度54.5–57.0亿 − H1。H1未给，但用Q2单季16.81亿反推:若Q3下限25.27=54.5-H1→H1=29.23;上限27.77=57.0-H1→H1=29.23一致。环比=(25.27-16.81)/16.81=+50.3%，(27.77-16.81)/16.81=+65.2%，计算自洽。但'下限即达标'与'环比+50%'口径：达标指Q3≥Q2，下限25.27>16.81成立，结论无误。 建议：无需修改（此项经核对无误，作为对照列出）。

8. （deepseek / 仅deepseek） 【低】原文：「浪潮（中等） ... Q3 推算 8.48–11.48 亿 ... 环比 Q2 -63.9% 至 -51.1%」 问题：数值核对：38.0-41.0亿 − H1=Q2单季23.47。38.0-H1=8.48→H1=29.52;41.0-H1=11.48→H1=29.52一致。环比=(8.48-23.47)/23.47=-63.9%，(11.48-23.47)/23.47=-51.1%，自洽。但'上限也未达'：上限11.48<23.47成立。计算无误。 建议：无需修改（核验通过）。

9. （deepseek / 仅deepseek） 【低】原文：「兴森（中等） ... Q3 推算 2.90–3.20 亿 ... 环比 Q2 +215% 至 +248%」 问题：数值核对：4.00-4.30 − H1=Q2 0.918。4.00-H1=2.90→H1=1.10;4.30-H1=3.20→H1=1.10一致。环比=(2.90-0.918)/0.918=+215.9%，(3.20-0.918)/0.918=+248.6%，与+215%/ +248%基本一致（四舍五入）。自洽。 建议：无需修改（核验通过）。

10. （minimax / 仅minimax）

11. Section title and dates: "2026-10-12 至 10-16" — OK.

12. （minimax / 仅minimax）

13. Success rates mentioned: 85.7% / 100% / 96.6% / 98.3% / 93.1%. Not contradicted.

14. （minimax / 仅minimax）

15. Conclusion 1: "账本本周权益 -10.85%, 总资产 -9.44%". Let me check the math. If equity is -10.85% and cash is 13% with 0 return, total assets = 87% * (-10.85%) + 13% * 0 = -9.4395% ≈ -9.44%. Correct.

16. （minimax / 仅minimax）

17. Conclusion 1 says "19 只只有沪电 +0.97% 上涨". Looking at table — only 沪电 shows +0.97% in the weekly column. ✓

18. （minimax / 仅minimax）

19. 比沪深300（-3.40%）多跌 7.45pp: -10.85% - (-3.40%) = -7.45pp. ✓

20. （minimax / 仅minimax）

21. Section 1.2分天上涨只数: "10/12 0、10/13 16、10/14 1、10/15 1、10/16 8" — I can't verify without the underlying data.

22. （minimax / 仅minimax）

23. Section 1.3亚太:

24. （minimax / 仅minimax）

25. Section title and dates: "2026-10-12 至 10-16" — OK.

26. （minimax / 仅minimax）

27. Success rates mentioned: 85.7% / 100% / 96.6% / 98.3% / 93.1%. Not contradicted.

28. （minimax / 仅minimax）

29. Conclusion 1: "账本本周权益 -10.85%, 总资产 -9.44%". Let me check the math. If equity is -10.85% and cash is 13% with 0 return, total assets = 87% * (-10.85%) + 13% * 0 = -9.4395% ≈ -9.44%. Correct.

30. （minimax / 仅minimax）

31. Conclusion 1 says "19 只只有沪电 +0.97% 上涨". Looking at table — only 沪电 shows +0.97% in the weekly column. ✓

32. （minimax / 仅minimax）

33. 比沪深300（-3.40%）多跌 7.45pp: -10.85% - (-3.40%) = -7.45pp. ✓

34. （minimax / 仅minimax）

35. Section 1.2分天上涨只数: "10/12 0、10/13 16、10/14 1、10/15 1、10/16 8" — I can't verify without the underlying data.

36. （minimax / 仅minimax）

37. Section 1.3亚太:

38. （minimax / 仅minimax）

39. Tokyo Electron: 10,630 (+2.56%, -14.58%)

40. （minimax / 仅minimax） - 爱德万: 34,530 (+0.55%, -17.02%)

41. （minimax / 仅minimax） - 三星: 215,500 (+2.62%, -17.75%)

42. （minimax / 仅minimax） - 海力士: 1,272,000 (+0.79%, -24.33%)

43. （minimax / 仅minimax） - 鸿海: 244.0 (+1.88%, -2.01%)

44. （minimax / 仅minimax）

45. Section 1.4美股:

46. （minimax / 仅minimax） - 标普 7,744.06: 周 -0.86%, confirmed by Yahoo comparison.

47. （minimax / 仅minimax） - 纳指 26,713.03: 周 -2.39%

48. （minimax / 仅minimax） - 道指 52,177.69: 周 +1.01%

49. （minimax / 仅minimax） - 费城半导体 11,581.22: 周 -7.88%

    Check: 标普 +道指 +纳指 combinations - all seem OK at high level.

50. （minimax / 仅minimax）

51. Section 1.8 商品: "天然气 3.236（底稿 +21.43%，存疑）"

    Wait — 报告说"存疑，见第2段", and in 冲突与弃用: "天然气新浪 3.91, 周 +21.43%" vs "结算 3.236 对基准 3.22 约 +0.50%"

    Let me verify: 3.236 / 3.22 - 1 = 0.495% ≈ 0.50%. ✓

52. （minimax / 仅minimax）

53. Section 1.10 - 融资余额: "10/9 25,300.55 亿 → 10/15 24,741.96 亿，合计 -558.59 亿" 25,300.55 - 24,741.96 = 558.59. ✓

54. （minimax / 仅minimax）

55. 北向成交: "10/15 2,597.97 亿" - this seems straightforward.

56. （minimax / 仅minimax）

57. HY OAS: "10/8 3.15% → 10/12 3.11% → 10/13 3.16% → 10/14 3.25%" Check 改判线: HY>3.24% 且 IG>0.90% 连续5日 — 10/14 HY=3.25%才突破3.24%，1天而已，不满足。

58. （minimax / 仅minimax）

59. 2s10s: "由 +45.1bp 降到 +32.2bp（-12.9bp）" 45.1 - 32.2 = 12.9bp. ✓

60. （minimax / 仅minimax）

61. VIX 期限结构: "VIX9D/VIX 0.759（10/9）→ 0.849（10/15, 10/14 高点 0.865）; VIX/VIX3M 0.835 → 0.890" Check 16.46 vs these — 13.97/16.46 ≈ 0.849. ✓. 16.46/18.49 ≈ 0.890. ✓.

62. （minimax / 仅minimax）

63. Section 1.12 三季报:

    Let me check 沪电 closely:

64. （minimax / 仅minimax） - 前三季度预告: 54.5–57.0亿

65. （minimax / 仅minimax） - Q3推算: 25.27–27.77亿

    Wait — "Q3 = 前三季度预告 − H1". Need H1 not Q2.

    沪电 H1 = ? Q2 = 16.81亿 means Q1+H1 = ? Hmm, actually Q2 is the second quarter single quarter. H1 = Q1 + Q2.

    If we assume Q1 = Q2 (rough) then H1 ≈ 2 * 16.81 = 33.62亿. But that's an assumption.

    Actually looking at 兴森: "Q2单季 0.918亿, Q3推算 2.90–3.20亿" — if H1 = 2 * 0.918 = 1.836亿. Then 前三季度 = H1 + Q3 = 1.836 + [2.90, 3.20] = [4.736, 5.036]亿.

    But 兴森 前三季度预告: 4.00–4.30亿.

    That doesn't match! [4.736, 5.036] vs [4.00, 4.30]. There's a discrepancy!

    Actually 兴森 H1 might be known from a different source. Looking at 兴森 2025 H1 — 兴森科技 is a real company. Without seeing the actual H1 data, I can't verify exactly, but the "Q3推算" 2.90–3.20亿 is suspiciously large compared to Q2 0.918亿 (+215% to +248%). If Q1 ~ Q2, H1 ~ 1.836, then 前三季度 = 1.836 + [2.90, 3.20] = [4.736, 5.036]. But the stated 预告 is 4.00–4.30亿. These differ.

    Maybe H1 is smaller. If H1 = 4.00 - 2.90 = 1.10亿 to 4.30 - 3.20 = 1.10亿... Actually let me re-examine. If 前三季度 = 4.00亿 (low end), and Q3推算 = 2.90亿 (low end), then H1 = 4.00 - 2.90 = 1.10亿. But that requires Q1 = 1.10 - 0.918 = 0.182亿 which seems odd.

    Actually, I realize 兴森 might have had a weak Q2 and a strong Q3 rebound — this is plausible. But H1 of ~1.84亿 (if Q1≈Q2) would make 前三季度 = 1.84 + 2.90 = 4.74亿 or 1.84 + 3.20 = 5.04亿. The 预告 upper bound 4.30 doesn't match.

    This may be an error or my assumption about Q1 may be wrong. Let me note th

66. （minimax / 仅minimax）

67. Same check for 浪潮:

68. （minimax / 仅minimax） - 前三季度预告: 38.0–41.0亿

69. （minimax / 仅minimax）

70. But for 兴森, the math doesn't quite fit if Q1 ~ Q2. Let me re-examine. Actually — 兴森科技 is known for having seasonal patterns. Q3 might genuinely have been several times Q2. The "下限即达标" statement is about Q3 ≥ Q2 — the lower bound 2.90 > Q2 0.918, so yes it meets. But the 前三季度 math might still be off.

    Actually the issue may just be that H1 isn't 2x Q2 in real life. We don't have H1 explicitly stated, only Q2. The report says "H1、Q2 为 Tushare / 东财 F10" implying H1 was retrieved. So perhaps H1 is indeed different from 2x Q2.

    I should not flag this as a hard error without seeing the actual H1.

71. （minimax / 仅minimax）

72. 沪电 H1: similar. If 前三季度 = 54.5 (low end), and Q3 = 25.27 (low end), then H1 = 29.23亿. If H1 = 2 * 16.81 = 33.62, then 前三季度 = 33.62 + 25.27 = 58.89, but 预告上限 57.0 doesn't fit.

    Again may not be 2x Q2. Plausible.

73. （minimax / 仅minimax）

74. 结论要点2: "新易盛、中际、工业富联合计拖累总资产 -3.67pp"

75. （minimax / 仅minimax） - 新易盛 -1.54, 中际 -1.09, 工业富联 -1.04

76. （minimax / 仅minimax）

77. Conclusion 2 says: "光模块拖累最大（链内 -14.08%, 贡献 -3.10pp）" Check chain breakdown in 链条:

78. （minimax / 仅minimax） - 光模块 -14.08% / -3.10pp

79. （minimax / 仅minimax） - 服务器 -14.00% / -1.54pp

    But 结论2说"服务器 -14.00%" — OK matches the 链条 cell.

    But wait, 从1.2 表内:

80. （minimax / 仅minimax） - 新易盛 -17.10% 权重9: -9 * 17.10 / 100 = -1.539

81. （minimax / 仅minimax） - 中际旭创 -13.58% 权重8: -8 * 13.58 / 100 = -1.0864

82. （minimax / 仅minimax） - 天孚通信 -9.46% 权重5: -5 * 9.46 / 100 = -0.473

    光模块 = (-17.109 + -13.588 + -9.46*5) / (9+8+5) = (-153.9 + -108.64 + -47.3) / 22 = -309.84 / 22 = -14.084% ≈ -14.08% ✓

    贡献 = -1.54 + -1.09 + -0.47 = -3.10pp ✓

    服务器:

83. （minimax / 仅minimax） - 工业富联 -14.79% 权重7: -7 * 14.79 / 100 = -1.0353

84. （minimax / 仅minimax） - 浪潮信息 -12.61% 权重4: -4 * 12.61 / 100 = -0.5044

    服务器 = (-14.797 + -12.614) / 11 = (-103.53 + -50.44) / 11 = -153.97 / 11 = -13.997% ≈ -14.00% ✓ 贡献 = -1.04 + -0.50 = -1.54pp ✓ (报告说 -1.54pp)

    But 结论要点2 says "服务器 -14.00%" ✓ matches.

    液冷/电源:

85. （minimax / 仅minimax） - 英维克 -12.16% 权重5: -0.608

86. （minimax / 仅minimax） - 申菱环境 -8.64% 权重2: -0.1728

87. （minimax / 仅minimax） - 欧陆通 -16.51% 权重4: -0.6604

    液冷/电源 = (-12.165 + -8.642 + -16.51*4) / 11 = (-60.8 + -17.28 + -66.04) / 11 = -144.12 / 11 = -13.10% ✓ 贡献 = -0.61 + -0.17 + -0.66 = -1.44pp ✓

88. （minimax / 仅minimax）

89. Conclusion 2 also says "新易盛、中际、工业富联合计拖累总资产 -3.67pp" — matches -1.54 + -1.09 + -1.04 = -3.67. ✓

90. （minimax / 仅minimax）

91. Conclusion 3: "美股（至美东 10/15）AAOI -23.63%、LITE -21.19%、CIEN -20.73%、COHR -19.84%、DELL -19.22%"

    Check from 1.4:

92. （minimax / 仅minimax） - AAOI 83.73 (-2.89%, -23.63%) ✓

93. （minimax / 仅minimax） - LITE 869.54 (-2.99%, -21.19%) ✓

94. （minimax / 仅minimax） - CIEN 356.52 (-0.86%, -20.73%) ✓

95. （minimax / 仅minimax） - COHR 250.60 (-4.83%, -19.84%) ✓

96. （minimax / 仅minimax） - DELL 473.39 (-6.80%, -19.22%) ✓

    All consistent.

97. （minimax / 仅minimax）

98. Conclusion 3 continues: "费城半导体 -7.88%; KOSPI -14.46%、海力士 -24.33%、三星 -17.75%、爱德万 -17.02%"

    Check from 1.3/1.4:

99. （minimax / 仅minimax） - 爱德万 -17.02% ✓

    All consistent.

100. （minimax / 仅minimax）

101. Conclusion 3: "标普只跌 0.86%, 道指 +1.01%" — 标普 -0.86% ✓ and 道指 +1.01% ✓.

102. （minimax / 仅minimax）

103. Conclusion 4: "美债 10年 5.079%（周 -16.5bp）, 美元指数 -0.20%, WTI 结算 97.97（周 +6.28%）"

     Check from 1.7: 10Y 5.079% ✓, -16.5bp ✓ Check from 1.6: 美元指数 -0.20% ✓ Check from 1.8: WTI 97.97 (期6.28%) ✓

104. （minimax / 仅minimax）

105. Conclusion 4: "HY OAS 3.25%（10/14, 较 10/8 +10bp）"

     Check 1.10: HY 10/8 3.15% → 10/14 3.25%. Diff = +10bp ✓.

106. （minimax / 仅minimax）

107. Conclusion 4: "CNN 恐惧贪婪 31.54（Fear）" Check 1.9: CNN 恐惧贪婪 31.54 Fear ✓

108. （minimax / 仅minimax）

109. Conclusion 5: "沪电（容易档）、兴森（中等档）推算 Q3 高于 Q2, 浪潮（中等档）低于 Q2" Check 1.12:

110. （minimax / 仅minimax） - 沪电: Q3推算 25.27–27.77亿 > Q2 16.81 ✓

111. （minimax / 仅minimax） - 兴森: Q3推算 2.90–3.20亿 > Q2 0.918 ✓

112. （minimax / 仅minimax） - 浪潮: Q3推算 8.48–11.48亿 < Q2 23.47 ✓

113. （minimax / 仅minimax）

114. Section 1.1 - 上证 10/9 3,813.79 → 10/16 3,716.28 (3,716.28 - 3,813.79) / 3,813.79 = -2.556% ≈ -2.56% ✓ But "当日 +0.24%"？from 3,716.28 we'd compute (3,716.28 - X) / X. If -2.56% over week and -0.43% on 10/12, then... let's check: 3,716.28 / 0.9756 (start) → not easy. Don't have day-level prices. Trust data.

115. （minimax / 仅minimax）

116. 涨跌家数 check: "10/12 1,108/4,037；10/13 2,786/2,269；10/14 912/4,217；10/15 396/4,794；10/16 3,061/2,023"

     Looking at 10/13 — 涨多跌少 (2,786 vs 2,269). 10/13 上证 daily was +0.10% which is consistent with a slightly up day. ✓

117. （minimax / 仅minimax）

118. 涨停/跌停: "47/23、69/10、37/13、36/28、61/11" Looking at 10/15 it says "36/28" while "10/15 涨396/跌4,794" — only 36 涨停 but 4,794 跌 that day, so 28 跌停 plausible. Note: this is reported as a very bad day. ✓

119. （minimax / 仅minimax）

120. Section 1.3 - TOPIX 周 UNKNOWN — but 写在表格中with 周 column UNKNOWN, OK noted.

121. （minimax / 仅minimax）

122. Section 1.5 股指期货:

123. （minimax / 仅minimax） - 标普 7,787.73 (10/16 04:59, 周 -0.92%)

124. （minimax / 仅minimax） - 纳指 30,091.87 (周 -3.27%)

     Hmm, 纳指期货 30,091 vs 纳指 cash 26,713? That's a HUGE gap. Wait — that's roughly +12.6%. 期货可以高于or低于cash by a small amount due to cost-of-carry, but 12% is impossible for normal futures. There must be different instruments — maybe NASDAQ-100 futures vs Nasdaq Composite.

     Actually, possibly 这是 different contracts. The "纳指期货" might refer to the NQ futures which has multipliers, but displayed differently. Hard to call this out without clarification.

     Actually looking more carefully — 30,091 — could be an error. Or could be referencing a specific contract. Not flagging without clear evidence.

125. （minimax / 仅minimax）

126. 纳指 -2.39% 现货 vs 期货 -3.27%: gap of 88bp. Hmm, that's large. Could be different periods or different instruments (futures may trade after-hours and capture after-market moves). Not necessarily an error.

127. （minimax / 仅minimax）

128. Section 1.7: 2Y 4.757% (-3.4bp): 10/9 4.791% → 10/15 4.757% = -3.4bp ✓ 10Y 5.079% (-16.5bp): not given 10/9 baseline explicitly, but 5.245% would be 10/9 start. Plausible. 30Y 5.42% (-18.0bp): similar.

129. （minimax / 仅minimax）

130. Section 1.9 - CNN恐惧贪婪: "10/9底稿 45.0, 周 -13.46" — 45.0 - 13.46 = 31.54 ✓

131. （minimax / 仅minimax）

132. Section 1.10 - HY/IG OAS sequence: "10/8 3.15% → 10/12 3.11% → 10/13 3.16% → 10/14 3.25%"

     Note: 改判线 given as HY>3.24% 且 IG>0.90% 连续5日. On 10/14 only HY reaches 3.25% (>3.24%) but IG 0.84% (<0.90%). So 改判线 not triggered. ✓

     However the report said earlier: "HY OAS 3.25%（10/14, 较10/8 +10bp）" — this is consistent with the 3.15% → 3.25% change. ✓

133. （minimax / 仅minimax）

134. Section 1.10 - 融资余额 changes: "10/9 25,300.55 亿 → 10/15 24,741.96 亿, 合计 -558.59 亿（-47.59、-90.17、-107.23、-313.60）"

     Sum of differences: -47.59 + -90.17 + -107.23 + -313.60 = -558.59 ✓

     This implies daily changes between 10/9→10/15 (so changes on 10/10, 11, 12, 13, 14, 15?) Wait — 10/9 to 10/15 is 6 days. But only 4 changes listed (-47.59, -90.17, -107.23, -313.60). Actually "合计 -558.59 亿" likely sums these 4 changes. Sum = -558.59 ✓.

     But there are 5 days (10/12, 13, 14, 15 + something for T+1). Hmm, actually for 两融 T+1, so 10/9's data released on 10/10, etc. This part isn't entirely clear.

     Wait — 报告 says "两融余额 -564.64 亿" separately from "融资余额 -558.59 亿". The difference is 6.05亿 which would be 融券 net change. Plausible.

135. （minimax / 仅minimax）

136. Section 1.12 - 兴森 numbers check: Let me re-examine 兴森 carefully.

137. （minimax / 仅minimax） - 前三季度预告: 4.00–4.30亿

138. （minimax / 仅minimax） - Q3推算: 2.90–3.20亿

     Working backward: 4.00 - 2.90 = 1.10亿 should be H1 4.30 - 3.20 = 1.10亿

     So if H1 = 1.10亿 and Q2 = 0.918亿, then Q1 = 1.10 - 0.918 = 0.182亿. That's a very weak Q1.

     Alternatively, 兴森 2025 H1 actual was 1.10亿 is plausible for the company. I don't have external verification but the math within the report IS consistent (all three values give H1 = 1.10亿).

     OK so no error here. My earlier concern was unwarranted.

139. （minimax / 仅minimax）

140. Section 1.12 - 浪潮 numbers:

141. （minimax / 仅minimax） - 前三季度预告: 38.0–41.0亿

142. （minimax / 仅minimax） - Q3推算: 8.48–11.48亿

     Working backward: 41.0 - 11.48 = 29.52亿 (H1 high) 38.0 - 8.48 = 29.52亿 (H1 low)

     H1 = 29.52亿. Q1 = 29.52 - 23.47 = 6.05亿. Plausible. ✓

     28.79 + 9.21 ≈ 38.0 and 29.52 + 11.48 = 41.0. ✓

143. （minimax / 仅minimax）

144. Section 1.12 - 沪电 numbers:

145. （minimax / 仅minimax） - 前三季度预告: 54.5–57.0亿

146. （minimax / 仅minimax） - Q3推算: 25.27–27.77亿

     Working backward: 54.5 - 25.27 = 29.23亿 (H1 low) 57.0 - 27.77 = 29.23亿 (H1 high)

     H1 = 29.23亿. Q1 = 29.23 - 16.81 = 12.42亿. Plausible. ✓

147. （minimax / 仅minimax）

148. Section 1.11 events:

149. （minimax / 仅minimax） - 10/12 工业富联公告 ITC 337调查 — check. ✓

150. （minimax / 仅minimax） - 10/14 20:30 美国9月CPI — date matches if 美国 time = 北京时间 10/15. But 报告 says 10/14 20:30 which is likely 美东 time = 北京 10/15 08:30. Make sense.

151. （minimax / 仅minimax）

152. Section 1.13 - FOMC: "10/27-28". Wait — 报告's date is 2026-10-16. FOMC 10/27-28 might be correct for 2026.

153. （minimax / 仅minimax）

154. 分天上涨只数: "10/12 0、10/13 16、10/14 1、10/15 1、10/16 8" — Total = 26 out of 19*5=95 readings. But these are daily counts. Sum doesn't have a particular meaning. ✓

155. （minimax / 仅minimax）

156. Q3门槛分档 (加权和报告): 容易: 立讯 -6.145 + 工业富联 -14.797 + 中际 -13.588 + 沪电 +0.976 + 英维克 -12.16*5 = -30.7 + -103.53 + -108.64 + 5.82 + -60.8 = -297.85 / 31 = -9.608% ≈ -9.61% ✓ (matches "-9.61%" stated)

     贡献: -297.85/100 = -2.9785 ≈ -2.98pp ✓

     中等: -17.109 + -9.465 + -10.735 + -13.085 + -12.614 + -9.063 + -9.213 + -16.514 = -153.9 + -47.3 + -53.65 + -65.4 + -50.44 + -27.18 + -27.63 + -66.04 = -491.54 / 38 = -12.935% ≈ -12.94% ✓ 贡献: -4.92pp ✓

     难: -10.214 + -7.685 + -13.112 + -2.223 + -8.64*2 = -40.84 + -38.4 + -26.22 + -6.66 + -17.28 = -129.4 / 16 = -8.0875% ≈ -8.09% ✓ 贡献: -1.294 ≈ -1.29pp ✓

     最难: -12.39*2 = -24.78 / 2 = -12.39% ✓ 贡献: -0.2478 ≈ -0.25pp ✓

157. （minimax / 仅minimax）

158. 链条 (链内加权 / 对总资产贡献):

     光模块: 报告说 -14.08% / -3.10pp ✓

     PCB: 报告说 -7.22% / -1.80pp Check: 沪电 +0.976 + 深南 -10.735 + 胜宏 -10.214 + 生益 -7.685 + 德福 -13.112 + 兴森 -9.063 = 5.82 + -53.65 + -40.84 + -38.4 + -26.22 + -27.18 = -180.47 / 25 = -7.2188% ≈ -7.22% ✓ 贡献: -1.8047 ≈ -1.80pp ✓

     服务器: -1.54pp ✓

     液冷/电源: -1.44pp ✓

     连接器: 报告说 -7.90% / -1.03pp 三环 -13.085 + 立讯 -6.145 + 中航 -2.22*3 = -65.4 + -30.7 + -6.66 = -102.76 / 13 = -7.9046% ≈ -7.90% ✓ 贡献: -1.0276 ≈ -1.03pp ✓

     封测: 报告说 -10.48% / -0.52pp 长电 -9.213 + 通富 -12.392 = -27.63 + -24.78 = -52.41 / 5 = -10.482% ≈ -10.48% ✓ 贡献: -0.5241 ≈ -0.52pp ✓

     Sum of contributions: -3.10 + -1.80 + -1.54 + -1.44 + -1.03 + -0.52 = -9.43 ≈ -9.44pp ✓ (matches总资产 -9.44%)

159. （minimax / 仅minimax）

160. OK so the main arithmetic checks out. Let me look for other issues.

161. （minimax / 仅minimax）

162. Section 1.10 - 融资余额 -558.59 vs 两融余额 -564.64: difference 6.05亿 融券券款余额变化. Plausible.

163. （minimax / 仅minimax）

164. Section 1.6 - 汇率: "USD/TWD 32.3570（+1.36%）" Note USD/TWD going up means TWD depreciating. +1.36% in week. Plausible if cross-currency computed.

165. （minimax / 仅minimax）

166. Conclusion 1 中"比创业板指（-8.90%）多跌 1.95pp": -10.85 - (-8.90) = -1.95pp ✓

167. （minimax / 仅minimax）

168. Conclusion 1 says "科创50" not directly compared in the conclusion. But section 4 says: "对沪深300 -7.45pp、创业板指 -1.95pp、科创50 -4.08pp" Check 科创50: -6.77% from 1.1 table. -10.85 - (-6.77) = -4.08pp ✓

169. （minimax / 仅minimax）

170. Section 1.10 - AI硬件19只主力净流入: "仅10/13底稿可用：10/12 -58.90亿、10/13 +0.09亿；其余各日不可用" Why only 10/12 and 10/13 available? OK noted.

171. （minimax / 仅minimax）

172. Section 1.12 沪电 推算数值: "沪电（容易） 54.5–57.0亿 ... Q3 25.27–27.77亿"

     Looking at this from public info: 沪电股份 2025 H1 actual was around 22-23亿 (rough estimate). Then 29.23 H1 + 25-27 Q3 = 54-56亿 matches. ✓

173. （minimax / 仅minimax）

174. Now let me look at less obvious issues:

     报告说 "三季报季：本周已披露（预告，不是三季报原文）". 这 is consistent with "三季报还没开始，本周来的是前三季度预告" in conclusion.

175. （minimax / 仅minimax）

176. One subtle issue: The header says "10/12 至 10-16" but in section 1.3台股week基准 "韩、台 10/9 休市，改用 10/8". But 台股 is not always closed on 10/9 — depends on 双十节. In 2026, 10/9 is a Friday; 双十节 is 10/10. So normally 台股 should be open on 10/9. But 报告 says they used 10/8 because 10/9 was closed.

     Wait — Taiwan National Day holiday: 2026-10-10 is Saturday, so the holiday is observed on Friday 10/9. This makes 10/9 closed. And Korea does not have a holiday on 10/9 typically (개천절 was 10/3, 개관절 10/9? — actually 개관절 10월 9일 is National Foundation Day/개천절 day observance...).

     Actually 韩国 10/9 is 한글날 (Hangul Day), which was a holiday. So both 韩 and 台 close on 10/9 is plausible. ✓

177. （minimax / 仅minimax）

178. Section 1.13 - 10/19 国新办: 统计 said "前三季度国民经济运行" by 10/19. This is consistent with China Q3 GDP release timing.

179. （minimax / 仅minimax）

180. Section 1.1 - 上证50 10/16 2,768.34 (周 -1.39%): let me verify. (2,768.34 - 2,807.45) / 2,807.45 = -1.394% ≈ -1.39% ✓

181. （minimax / 仅minimax）

182. Section 1.1 - 中证500 10/16 6,772.75 (周 -6.60%): (6,772.75 - 7,251.01) / 7,251.01 = -6.591% ≈ -6.60% ✓

183. （minimax / 仅minimax）

184. "KOSPI 单日：10/12 -3.65%、10/13 -5.46%、10/14 -0.44%、10/15 -7.57%":

     Cumulative: product (1-0.0365)(1-0.0546)(1-0.0044)(1-0.0757) = 0.9635 * 0.9454 * 0.9956 * 0.9243 = 0.9635 * 0.9454 = 0.9109

185. （minimax / 仅minimax） * 0.9243 = 0.8384 So cumulative = -16.16%

     But KOSPI 10/9→10/16 weekly = -14.46%. Hmm, -16.16% from these 4 days ≠ -14.46% week.

     Wait — "周" for KOSPI is 10/8 (because 10/9 closed), not 10/9. So 10/8→10/16. The 4 daily values 10/12-15 don't include a "before" value. Need 10/8→10/11 too. But the daily changes listed are 10/12-15 (4 days). KOSPI's week starts from 10/8 (Thursday since 10/9 Friday closed).

     Hmm, can't fully verify without 10/8 baseline. But the weekly change -14.46% and individual day changes aren't trivially reconcilable. Not necessarily an error.

186. （minimax / 仅minimax）

187. Conclusion 4 mentions "HY OAS 3.25%（10/14, 较10/8 +10bp）".

     Wait — earlier in the same Conclusion 4, says "10/14, 较10/8 +10bp". The 10/8 baseline is questionable for a "weekly change" since the week is 10/12-16. But the report is using 10/8 because 10/9 closed. OK noted.

188. （minimax / 仅minimax）

189. One issue I notice: In Section 1.4美股, the report says "周基准 Yahoo, 单票不是交易所原文". But for 指数 it says "新浪 hq". 标普 -0.86% from 新浪 vs would-be Yahoo compute. If those differ the report is showing 新浪 data and noting. OK.

190. （minimax / 仅minimax）

191. Section 1.9情绪 SKEW 160.45（+6.11, Yahoo）: Wait — this should be SKEW from CBOE. Yahoo is data provider, OK fine.

192. （minimax / 仅minimax）

193. Section 1.8 - RBOB 3.1802 (-3.97%): This is RBOB gasoline futures price. Plausible.

194. （minimax / 仅minimax）

195. Section 4 账本 last paragraph: "外盘对不上的仓位" — labeled as analytical observation. ✓

196. （minimax / 仅minimax）

197. Section 5: Not present in the report. OK.

198. （minimax / 仅minimax）

199. One potential口径 issue: Section 1.10 says "AI 硬件 19 只主力净流入 仅 10/13 底稿可用：10/12 -58.90 亿、10/13 +0.09 亿". But only 2 days of data with -58.90 and +0.09. Total = -58.81亿. Not strongly meaningful but fine for reporting.

200. （minimax / 仅minimax）

201. Conclusion 1 中"分天权益：10/12 -4.73%、10/13 +1.65%、10/14 -3.48%、10/15 -4.00%、10/16 -0.64%": Check累乘: (1-0.0473)(1+0.0165)(1-0.0348)(1-0.04)(1-0.0064) = 0.9527 * 1.0165 * 0.9652 * 0.96 * 0.9936 = 0.9527 * 1.0165 = 0.9684

202. （minimax / 仅minimax） * 0.9936 = 0.8915 = -10.85%

     Matches 账本周 -10.85% ✓

203. （minimax / 仅minimax）

204. Section 4 账本 "PCB -7.22%" check: ✓ done above.

205. （minimax / 仅minimax）

206. Section 1.13 - "10/30 - 新易盛、中际、工业富联、胜宏、生益、德福": but 新易盛 is 光模块, 中际 is 光模块, 工业富联 is 服务器, 胜宏/生益/德福 are PCB. The list mixes chains. ✓

207. （minimax / 仅minimax）

208. One potential issue: Conclusion 4 says "HY OAS 3.25%（10/14, 较 10/8 +10bp）、IG 0.84%, 没到改判线".

     Wait — HY>3.24% on 10/14 means it crossed the line ONCE. 改判线 requires 连续5日 (5 consecutive days). So strictly the 改判线 is about sustained breach. The report framing is OK.

209. （minimax / 仅minimax）

210. Looking for time issues:

     "10/12 -4.73%" 等等 — on 10/12 上证 -0.43% but 账本 -4.73%. The discrepancy is because 19只AI hardware stocks fell much more than 上证. Plausible.

211. （minimax / 仅minimax）

212. Section 1.2 "新易盛 -17.10%" etc. plausible for AI光模块.

213. （minimax / 仅minimax）

214. Let me now look for factual errors I might have missed:

215. （minimax / 仅minimax）

216. "10/15备忘账本周累计 -10.21%（星耀）vs 周报 -10.85%（10/16 新浪周基准）":

217. （minimax / 仅minimax） - 备忘 10/15 用星耀: 10/12-15 4 days cumulative = -10.21% (or similar calculation)

218. （minimax / 仅minimax） - 周报 10/16 用新浪: 10/12-16 5 days cumulative = -10.85%

     Hmm — but the 账本 in section 1.2 shows 周 -10.85% which is the 5-day figure. The 备忘 -10.21% is the 4-day cutoff. Reasonable to differ. ✓

219. （minimax / 仅minimax）

220. A potential口径 issue: The "贡献 pp" column in section 1.2 表 says 合计 = -9.44% (下式有误?). Let me check the sum again:

     Contributions: -1.54, -1.09, -0.47, -1.04, -0.50, +0.06, -0.54, -0.41, -0.38, -0.26, -0.27, -0.65, -0.28, -0.25, -0.31, -0.07, -0.61, -0.17, -0.66

     Sum = -1.54-1.09-0.47-1.04-0.50+0.06-0.54-0.41-0.38-0.26-0.27-0.65-0.28-0.25-0.31-0.07-0.61-0.17-0.66

     = -10.45 + 0.06 + ... let me sum carefully: Negatives: 1.54+1.09+0.47+1.04+0.50+0.54+0.41+0.38+0.26+0.27+0.65+0.28+0.25+0.31+0.07+0.61+0.17+0.66 = 9.50 Positive: 0.06 Net: -9.44 ✓

     OK that's correct.

221. （minimax / 仅minimax）

222. Section 4 账本 says: "新易盛 9、中际旭创 8、天孚通信 5、工业富联 7、浪潮信息 4、沪电股份 6、深南电路 5、胜宏科技 4、生益科技 5、德福科技 2、兴森科技 3、三环集团 5、长电科技 3、通富微电 2、立讯精密 5、中航光电 3、英维克 5、申菱环境 2、欧陆通 4, 合计 87, 现金 13, HBM 0%, 不含科创板"

     Sum: 9+8+5+7+4+6+5+4+5+2+3+5+3+2+5+3+5+2+4 = 87 ✓ Cash = 13, total = 87+13 = 100% ✓

223. （minimax / 仅minimax）

224. Now looking for things I might have missed as real errors:

225. （minimax / 仅minimax）

226. Section 1.5 - "标普 7,787.73（10/16 04:59, 周 -0.92%）":

     This says 10/16 04:59 timestamp. But 04:59 上海时间 would be October 15 16:59 ET — wait, 上海 is UTC+8, so 04:59 CST = 20:59 EDT previous day = Oct 15 20:59 ET = after market close on Oct 15 (which closed 16:00 ET). So this could be after-hours quotes.

     And the 期货 price 7,787.73 with -0.92% week: spot 标普 7,744.06, so 期货 +0.56% premium. That's normal cost-of-carry over 1-2 days. ✓

227. （minimax / 仅minimax）

228. "纳指 30,091.87（周 -3.27%）":

229. （minimax / 仅minimax）

230. OK let me look for more concrete issues:

231. （minimax / 仅minimax）

232. Section 1.4 - 报告 OK noted.

233. （minimax / 仅minimax）

234. Section 1.11 "10/13: 深南电路更新定增申请文件; 盘后浪潮、兴森发布前三季度业绩预告": 兴森 10/13 盘后发出 should have been reflected in 10/14 trading, but 兴森周内 -9.06% consistent. ✓

235. （minimax / 仅minimax）

236. OK now let me check the 大盘 11/25 calculation issue I flagged earlier:

     大盘 A-shares 10/12-16:

237. （minimax / 仅minimax） - 10/12: -0.43% (上证)

238. （minimax / 仅minimax） - 10/16: +0.24%

     Cumulative: (1-0.0043)(1+0.001)(1-0.0088)(1-0.0159)(1+0.0024) = 0.9957 * 1.001 * 0.9912 * 0.9841 * 1.0024 = 0.9957 * 1.001 = 0.9967

239. （minimax / 仅minimax） * 1.0024 = 0.9746 = -2.54%

     But 报告 says 上证 -2.56%. Small discrepancy of 0.02pp. Possibly due to rounding. Not a major error.

     Hmm wait — actually the 涨跌 columns in 1.1 table are described as "当日" which presumably means each day's close-vs-open or close-vs-prev-close. The weekly 涨跌幅 is computed from week-start to week-end close. These have inherent accumulation.

     Actually given the data, let me check: 3,716.28 / 3,813.79 = 0.97443... = -2.557% ≈ -2.56% ✓

     OK so the week-end week-start figure matches -2.56%. The cumulative of dailies is -2.54%, which is just within rounding. Both interpretations agree. ✓

240. （minimax / 仅minimax）

241. Section 1.10 申万二级后五: "通信设备 10/12 -5.24%、10/14 -4.50%、10/15 -5.26%"

     Notable: 没有 10/13 value. Could be 10/13 通信设备 wasn't bottom 5 or data unavailable.

242. （minimax / 仅minimax）

243. KOSPI周基准 10/8 计算 check from paragraph: KOSPI 10/16: 5,668.05, 周 -14.46% from 10/8. 5,668.05 / (1-0.1446) = 5,668.05 / 0.8554 = 6,626.36 So KOSPI 10/8 ≈ 6,626

     OK, plausible KOSPI level for Oct 8 2026. ✓

244. （minimax / 仅minimax）

245. "MSFT、META 周涨":

246. （minimax / 仅minimax） - MSFT 周 +0.82% ✓ (from 1.4: +0.82%)

247. （minimax / 仅minimax） - META 周 +2.51% ✓ (from 1.4: +2.51%) Both correct.

248. （minimax / 仅minimax）

249. ORCL 10/15 +3.00%: ✓ matches 1.4 data.

250. （minimax / 仅minimax）

251. "服务器链工业富联 -14.79%、浪潮 -12.61%" — verified ✓.

252. （minimax / 仅minimax）

253. "DELL -19.22%": ✓.

254. （minimax / 仅minimax）

255. "光通信美股和 A 股同向深跌, 对得上; MU、三星、海力士深跌对应 HBM 0%" — editorial analysis, not claiming specific fact.

256. （minimax / 仅minimax）

257. Cash 13%继续留，下一件要等的事实是 10/23 深南、长电三季报原文: Let me check section 1.13 — "10/23：深南电路、长电科技三季报". ✓

     And "沪电、兴森、浪潮正式三季报对预告的确认（10/28–10/29）":

258. （minimax / 仅minimax） - 1.13: "沪电、通富、欧陆通 10/28; 天孚、浪潮、兴森、三环、中航光电 10/29" — so 沪电 10/28, 浪潮/兴森 10/29. ✓ Consistent.

259. （minimax / 仅minimax）

260. Now scanning for issues more carefully:

261. （minimax / 仅minimax）

262. Section 1.13 - "申菱 10/31" listed at end. 申菱环境 is indeed in 账本. ✓

263. （minimax / 仅minimax）

264. Section 1.10 - 龙虎榜 "五日底稿均为上榜 0 只、机构净买 0": Concern: This is unusual if there are many stocks — should be some trading on 龙虎榜 during such a volatile week. The report notes this isn't zero fact but data issue (15:4x取数时未出齐). It says "不等于无人上榜" — appropriate caveat. ✓

265. （minimax / 仅minimax）

266. Section 2 "10/15 东财补取 19/19（10/14 -58.74 亿、10/15 -69.49 亿）" — patch data, noted.

267. （minimax / 仅minimax）

268. Section 2 "ETF 缓存 10/15 净申购约 369.62 亿 vs 东财媒体口径 460.26 亿" — significant difference, noted.

269. （openrouter / 仅openrouter） 【中】原文：「天然气新浪 3.91，周 +21.43%」 问题：单位错误 建议：应注明单位为美元/MMBtu 或其他具体单位，避免歧义。

270. （openrouter / 仅openrouter） 【中】原文：「铜 10/9 底稿 671.2」 问题：单位错误 建议：应注明单位为美元/吨或美元/磅，避免与周基准 6.6425 美元/磅混淆。

271. （openrouter / 仅openrouter） 【中】原文：「BTC 周基准 10/11，注「上周五休市」」 问题：时间线错误 建议：比特币无休市，基准日应为 10/10 或 10/11，不应标注「上周五休市」。

272. （openrouter / 仅openrouter） 【中】原文：「CNN 接口「一周前」39.8 | 10/9 底稿 45.0」 问题：时间线错误 建议：应明确说明「一周前」为 10/8，避免与 10/9 底稿混淆。

273. （openrouter / 仅openrouter） 【低】原文：「10/16 申万轮动、AI 硬件资金 | 不可用」 问题：事实错误 建议：应注明「星耀 JSONDecodeError」，避免误认为数据缺失。

274. （openrouter / 仅openrouter） 【高】原文：「推断，不是事实：沪电（预告推算 Q3 环比 +50% 以上）是唯一周涨的；兴森推算达标但周 -9.06%，浪潮推算未达周 -12.61%。三只样本太少，不能说价格按门槛分化。」 问题：推断冒充事实 建议：应明确标注为推断，避免误导为结论。

四、完整原文（已剥离 think）

DeepSeek 全文

[
  {
    "quote": "账本本周权益 -10.85%，总资产 -9.44%（现金 13% 按 0 计），19 只只有沪电 +0.97% 上涨；比沪深300（-3.40%）多跌 7.45pp，比创业板指（-8.90%）多跌 1.95pp。",
    "issue": "口径/单位错误：权益跌幅按权重87%计算，-10.85%×0.87≈-9.44%即总资产跌幅；但直接比较'权益-10.85%'与指数-3.40%算超额-7.45pp，口径不一致（后者是总资产口径才对）。-10.85%-(-3.40%)=-7.45pp用的是权益，-9.44%-(-3.40%)=-6.04pp才是总资产口径。此处混淆权益与总资产口径。",
    "fix": "统一口径：若比较组合与指数，应用总资产口径 -9.44% 对沪深300 -3.40% 得 -6.04pp；或明确标注此处比较为权益口径并同时列出指数口径。",
    "severity": "高"
  },
  {
    "quote": "标普只跌 0.86%，道指 +1.01%。",
    "issue": "与 1.4 节一致（标普 -0.86%、道指 +1.01%），但结论要点称'外盘同向深跌'，标普/道指与组合-10.85%方向并不'同向深跌'，措辞与数据矛盾。",
    "fix": "改为'外盘分化：费半及光通信/服务器个股深跌，但标普、道指基本走平/上涨'。",
    "severity": "中"
  },
  {
    "quote": "美债 10 年 5.079%（周 -16.5bp）",
    "issue": "1.7节注明 10Y 为底稿 week_chg 为 -16.5bp，但未给出10/9基准值；同时 2Y 有基准 4.791%，10Y 缺基准无法自洽核对。且10Y 5.079% 与 30Y 5.42% 利差偏小异常（30Y仅高于10Y约34bp），与常见曲线不符，疑数据存疑。",
    "fix": "补充10Y 10/9基准值；核对FRED/CNBC读数，确认10Y=5.079%是否为2026年真实水平。",
    "severity": "中"
  },
  {
    "quote": "CNN 恐惧贪婪 31.54 Fear（10/9 底稿 45.0，周 -13.46）。",
    "issue": "31.54 与 45.0 之差为 -13.46，数值自洽；但'恐惧贪婪指数'为水平值不是收益，称'周 -13.46'易被误读为收益率，且未标注单位（点）。",
    "fix": "改为'较 10/9 下降 13.46 点至 31.54'。",
    "severity": "低"
  },
  {
    "quote": "沪电（容易） ... Q3 推算 25.27–27.77 亿 ... 环比 Q2 +50.3% 至 +65.2%",
    "issue": "计算核对：前三季度54.5–57.0亿 − H1。H1未给，但用Q2单季16.81亿反推:若Q3下限25.27=54.5-H1→H1=29.23;上限27.77=57.0-H1→H1=29.23一致。环比=(25.27-16.81)/16.81=+50.3%，(27.77-16.81)/16.81=+65.2%，计算自洽。但'下限即达标'与'环比+50%'口径：达标指Q3≥Q2，下限25.27>16.81成立，结论无误。",
    "fix": "无需修改（此项经核对无误，作为对照列出）。",
    "severity": "低"
  },
  {
    "quote": "浪潮（中等） ... Q3 推算 8.48–11.48 亿 ... 环比 Q2 -63.9% 至 -51.1%",
    "issue": "数值核对：38.0-41.0亿 − H1=Q2单季23.47。38.0-H1=8.48→H1=29.52;41.0-H1=11.48→H1=29.52一致。环比=(8.48-23.47)/23.47=-63.9%，(11.48-23.47)/23.47=-51.1%，自洽。但'上限也未达'：上限11.48<23.47成立。计算无误。",
    "fix": "无需修改（核验通过）。",
    "severity": "低"
  },
  {
    "quote": "兴森（中等） ... Q3 推算 2.90–3.20 亿 ... 环比 Q2 +215% 至 +248%",
    "issue": "数值核对：4.00-4.30 − H1=Q2 0.918。4.00-H1=2.90→H1=1.10;4.30-H1=3.20→H1=1.10一致。环比=(2.90-0.918)/0.918=+215.9%，(3.20-0.918)/0.918=+248.6%，与+215%/ +248%基本一致（四舍五入）。自洽。",
    "fix": "无需修改（核验通过）。",
    "severity": "低"
  },
  {
    "quote": "KOSPI 5,668.05 ... 周 -14.46% ... KOSPI 单日：10/12 -3.65%、10/13 -5.46%、10/14 -0.44%、10/15 -7.57%",
    "issue": "单日连乘核对：(1-3.65%)(1-5.46%)(1-0.44%)(1-7.57%)(1+2.05%) = 0.9635×0.9454×0.9956×0.9243×1.0205 ≈ 0.8547，即约 -14.53%，与周 -14.46% 基本一致（四舍五入误差）。但该连乘用了4天单日+10/16当日，而周对基准10/8，缺10/8数据；若10/9（韩休市改10/8）到10/12之间还有变动则不符。",
    "fix": "标注KOSPI周涨基准日为10/8收盘，并核对10/8→10/12是否有缺口。",
    "severity": "中"
  }
]

MiniMax 全文

1. Section title and dates: "2026-10-12 至 10-16" — OK.

2. Success rates mentioned: 85.7% / 100% / 96.6% / 98.3% / 93.1%. Not contradicted.

3. Conclusion 1: "账本本周权益 -10.85%, 总资产 -9.44%". Let me check the math. If equity is -10.85% and cash is 13% with 0 return, total assets = 87% * (-10.85%) + 13% * 0 = -9.4395% ≈ -9.44%. Correct.

4. Conclusion 1 says "19 只只有沪电 +0.97% 上涨". Looking at table — only 沪电 shows +0.97% in the weekly column. ✓

5. 比沪深300（-3.40%）多跌 7.45pp: -10.85% - (-3.40%) = -7.45pp. ✓

6. Section 1.2分天上涨只数: "10/12 0、10/13 16、10/14 1、10/15 1、10/16 8" — I can't verify without the underlying data.

7. Section 1.3亚太:

8. Section title and dates: "2026-10-12 至 10-16" — OK.

9. Success rates mentioned: 85.7% / 100% / 96.6% / 98.3% / 93.1%. Not contradicted.

10. Conclusion 1: "账本本周权益 -10.85%, 总资产 -9.44%". Let me check the math. If equity is -10.85% and cash is 13% with 0 return, total assets = 87% * (-10.85%) + 13% * 0 = -9.4395% ≈ -9.44%. Correct.

11. Conclusion 1 says "19 只只有沪电 +0.97% 上涨". Looking at table — only 沪电 shows +0.97% in the weekly column. ✓

12. 比沪深300（-3.40%）多跌 7.45pp: -10.85% - (-3.40%) = -7.45pp. ✓

13. Section 1.2分天上涨只数: "10/12 0、10/13 16、10/14 1、10/15 1、10/16 8" — I can't verify without the underlying data.

14. Section 1.3亚太:

• 恒生指数: 24,145.17, 当日 +0.34%, 周 -0.27%. (底稿为15:49盘中数据)
• 海峡时报: 5,428.97, 当日 +0.47%, 周 +0.50%. 标"盘中".

Wait — 海峡时报17:00收市，15:34取数标"盘中"是正确的。

8. TOPIX: 4,066.00, 周 UNKNOWN. But all其他指数have 收盘 vs 周 -0.27% etc. 不很奇怪。

9. Tokyo Electron: 10,630 (+2.56%, -14.58%) - 爱德万: 34,530 (+0.55%, -17.02%) - 三星: 215,500 (+2.62%, -17.75%) - 海力士: 1,272,000 (+0.79%, -24.33%) - 台积电: 2,420 (-0.82%, -5.10%) - 鸿海: 244.0 (+1.88%, -2.01%)

10. Section 1.4美股:

    • 标普 7,744.06: 周 -0.86%, confirmed by Yahoo comparison.
    • 纳指 26,713.03: 周 -2.39%
    • 道指 52,177.69: 周 +1.01%
    • 费城半导体 11,581.22: 周 -7.88%

    Check: 标普 +道指 +纳指 combinations - all seem OK at high level.

11. Section 1.8 商品: "天然气 3.236（底稿 +21.43%，存疑）"

    Wait — 报告说"存疑，见第2段", and in 冲突与弃用: "天然气新浪 3.91, 周 +21.43%" vs "结算 3.236 对基准 3.22 约 +0.50%"

    Let me verify: 3.236 / 3.22 - 1 = 0.495% ≈ 0.50%. ✓

12. Section 1.10 - 融资余额: "10/9 25,300.55 亿 → 10/15 24,741.96 亿，合计 -558.59 亿" 25,300.55 - 24,741.96 = 558.59. ✓

13. 北向成交: "10/15 2,597.97 亿" - this seems straightforward.

14. HY OAS: "10/8 3.15% → 10/12 3.11% → 10/13 3.16% → 10/14 3.25%" Check 改判线: HY>3.24% 且 IG>0.90% 连续5日 — 10/14 HY=3.25%才突破3.24%，1天而已，不满足。

15. 2s10s: "由 +45.1bp 降到 +32.2bp（-12.9bp）" 45.1 - 32.2 = 12.9bp. ✓

16. VIX 期限结构: "VIX9D/VIX 0.759（10/9）→ 0.849（10/15, 10/14 高点 0.865）; VIX/VIX3M 0.835 → 0.890" Check 16.46 vs these — 13.97/16.46 ≈ 0.849. ✓. 16.46/18.49 ≈ 0.890. ✓.

17. Section 1.12 三季报:

    Let me check 沪电 closely: - 前三季度预告: 54.5–57.0亿 - Q2单季: 16.81亿 - Q3推算: 25.27–27.77亿

    Wait — "Q3 = 前三季度预告 − H1". Need H1 not Q2.

    沪电 H1 = ? Q2 = 16.81亿 means Q1+H1 = ? Hmm, actually Q2 is the second quarter single quarter. H1 = Q1 + Q2.

    If we assume Q1 = Q2 (rough) then H1 ≈ 2 * 16.81 = 33.62亿. But that's an assumption.

    Actually looking at 兴森: "Q2单季 0.918亿, Q3推算 2.90–3.20亿" — if H1 = 2 * 0.918 = 1.836亿. Then 前三季度 = H1 + Q3 = 1.836 + [2.90, 3.20] = [4.736, 5.036]亿.

    But 兴森 前三季度预告: 4.00–4.30亿.

    That doesn't match! [4.736, 5.036] vs [4.00, 4.30]. There's a discrepancy!

    Actually 兴森 H1 might be known from a different source. Looking at 兴森 2025 H1 — 兴森科技 is a real company. Without seeing the actual H1 data, I can't verify exactly, but the "Q3推算" 2.90–3.20亿 is suspiciously large compared to Q2 0.918亿 (+215% to +248%). If Q1 ~ Q2, H1 ~ 1.836, then 前三季度 = 1.836 + [2.90, 3.20] = [4.736, 5.036]. But the stated 预告 is 4.00–4.30亿. These differ.

    Maybe H1 is smaller. If H1 = 4.00 - 2.90 = 1.10亿 to 4.30 - 3.20 = 1.10亿... Actually let me re-examine. If 前三季度 = 4.00亿 (low end), and Q3推算 = 2.90亿 (low end), then H1 = 4.00 - 2.90 = 1.10亿. But that requires Q1 = 1.10 - 0.918 = 0.182亿 which seems odd.

    Actually, I realize 兴森 might have had a weak Q2 and a strong Q3 rebound — this is plausible. But H1 of ~1.84亿 (if Q1≈Q2) would make 前三季度 = 1.84 + 2.90 = 4.74亿 or 1.84 + 3.20 = 5.04亿. The 预告 upper bound 4.30 doesn't match.

    This may be an error or my assumption about Q1 may be wrong. Let me note this is suspicious.

18. Same check for 浪潮:

    • 前三季度预告: 38.0–41.0亿
    • Q2: 23.47亿
    • Q3推算: 8.48–11.48亿

    If H1 = 2 * 23.47 = 46.94亿, but 浪潮 前三季度 must be less than H1 alone — that's impossible. So Q3推算 is LESS than Q2, which means 前三季度 < H1 + Q2 + Q3 = H1 + Q3. Hmm.

    Actually the math is: 前三季度 = H1 + Q3. If Q3 = 8.48 (lower bound) and H1 = ~46, that gives 前三季度 = 54.48, but 预告上限41亿 doesn't fit.

    Actually 浪潮信息 2025 H1 净利润 should be checked. If we assume H1 = 30.0亿 (just example), then Q3推算8.48–11.48 gives 前三季度 = 38.48–41.48. That's close to 38.0–41.0!

    So H1 for 浪潮 ≈ 29.52–29.52. Q1 = 29.52 - 23.47 = 6.05亿. Actually plausible if 浪潮 had a weak Q1.

    OK so 浪潮's math can work.

19. But for 兴森, the math doesn't quite fit if Q1 ~ Q2. Let me re-examine. Actually — 兴森科技 is known for having seasonal patterns. Q3 might genuinely have been several times Q2. The "下限即达标" statement is about Q3 ≥ Q2 — the lower bound 2.90 > Q2 0.918, so yes it meets. But the 前三季度 math might still be off.

    Actually the issue may just be that H1 isn't 2x Q2 in real life. We don't have H1 explicitly stated, only Q2. The report says "H1、Q2 为 Tushare / 东财 F10" implying H1 was retrieved. So perhaps H1 is indeed different from 2x Q2.

    I should not flag this as a hard error without seeing the actual H1.

20. 沪电 H1: similar. If 前三季度 = 54.5 (low end), and Q3 = 25.27 (low end), then H1 = 29.23亿. If H1 = 2 * 16.81 = 33.62, then 前三季度 = 33.62 + 25.27 = 58.89, but 预告上限 57.0 doesn't fit.

    Again may not be 2x Q2. Plausible.

21. 结论要点2: "新易盛、中际、工业富联合计拖累总资产 -3.67pp"

    • 新易盛 -1.54, 中际 -1.09, 工业富联 -1.04
    • Sum = -3.67. ✓

22. Conclusion 2 says: "光模块拖累最大（链内 -14.08%, 贡献 -3.10pp）" Check chain breakdown in 链条:

    • 光模块 -14.08% / -3.10pp
    • 服务器 -14.00% / -1.54pp

    But 结论2说"服务器 -14.00%" — OK matches the 链条 cell.

    But wait, 从1.2 表内: - 新易盛 -17.10% 权重9: -9 * 17.10 / 100 = -1.539 - 中际旭创 -13.58% 权重8: -8 * 13.58 / 100 = -1.0864 - 天孚通信 -9.46% 权重5: -5 * 9.46 / 100 = -0.473

    光模块 = (-17.109 + -13.588 + -9.46*5) / (9+8+5) = (-153.9 + -108.64 + -47.3) / 22 = -309.84 / 22 = -14.084% ≈ -14.08% ✓

    贡献 = -1.54 + -1.09 + -0.47 = -3.10pp ✓

    服务器: - 工业富联 -14.79% 权重7: -7 * 14.79 / 100 = -1.0353 - 浪潮信息 -12.61% 权重4: -4 * 12.61 / 100 = -0.5044

    服务器 = (-14.797 + -12.614) / 11 = (-103.53 + -50.44) / 11 = -153.97 / 11 = -13.997% ≈ -14.00% ✓ 贡献 = -1.04 + -0.50 = -1.54pp ✓ (报告说 -1.54pp)

    But 结论要点2 says "服务器 -14.00%" ✓ matches.

    液冷/电源: - 英维克 -12.16% 权重5: -0.608 - 申菱环境 -8.64% 权重2: -0.1728 - 欧陆通 -16.51% 权重4: -0.6604

    液冷/电源 = (-12.165 + -8.642 + -16.51*4) / 11 = (-60.8 + -17.28 + -66.04) / 11 = -144.12 / 11 = -13.10% ✓ 贡献 = -0.61 + -0.17 + -0.66 = -1.44pp ✓

23. Conclusion 2 also says "新易盛、中际、工业富联合计拖累总资产 -3.67pp" — matches -1.54 + -1.09 + -1.04 = -3.67. ✓

24. Conclusion 3: "美股（至美东 10/15）AAOI -23.63%、LITE -21.19%、CIEN -20.73%、COHR -19.84%、DELL -19.22%"

    Check from 1.4: - AAOI 83.73 (-2.89%, -23.63%) ✓ - LITE 869.54 (-2.99%, -21.19%) ✓ - CIEN 356.52 (-0.86%, -20.73%) ✓ - COHR 250.60 (-4.83%, -19.84%) ✓ - DELL 473.39 (-6.80%, -19.22%) ✓

    All consistent.

25. Conclusion 3 continues: "费城半导体 -7.88%; KOSPI -14.46%、海力士 -24.33%、三星 -17.75%、爱德万 -17.02%"

    Check from 1.3/1.4: - 费城半导体 -7.88% ✓ - KOSPI -14.46% ✓ - 海力士 -24.33% ✓ - 三星 -17.75% ✓ - 爱德万 -17.02% ✓

    All consistent.

26. Conclusion 3: "标普只跌 0.86%, 道指 +1.01%" — 标普 -0.86% ✓ and 道指 +1.01% ✓.

27. Conclusion 4: "美债 10年 5.079%（周 -16.5bp）, 美元指数 -0.20%, WTI 结算 97.97（周 +6.28%）"

    Check from 1.7: 10Y 5.079% ✓, -16.5bp ✓ Check from 1.6: 美元指数 -0.20% ✓ Check from 1.8: WTI 97.97 (期6.28%) ✓

28. Conclusion 4: "HY OAS 3.25%（10/14, 较 10/8 +10bp）"

    Check 1.10: HY 10/8 3.15% → 10/14 3.25%. Diff = +10bp ✓.

29. Conclusion 4: "CNN 恐惧贪婪 31.54（Fear）" Check 1.9: CNN 恐惧贪婪 31.54 Fear ✓

30. Conclusion 5: "沪电（容易档）、兴森（中等档）推算 Q3 高于 Q2, 浪潮（中等档）低于 Q2" Check 1.12:

    • 沪电: Q3推算 25.27–27.77亿 > Q2 16.81 ✓
    • 兴森: Q3推算 2.90–3.20亿 > Q2 0.918 ✓
    • 浪潮: Q3推算 8.48–11.48亿 < Q2 23.47 ✓

31. Section 1.1 - 上证 10/9 3,813.79 → 10/16 3,716.28 (3,716.28 - 3,813.79) / 3,813.79 = -2.556% ≈ -2.56% ✓ But "当日 +0.24%"？from 3,716.28 we'd compute (3,716.28 - X) / X. If -2.56% over week and -0.43% on 10/12, then... let's check: 3,716.28 / 0.9756 (start) → not easy. Don't have day-level prices. Trust data.

32. 涨跌家数 check: "10/12 1,108/4,037；10/13 2,786/2,269；10/14 912/4,217；10/15 396/4,794；10/16 3,061/2,023"

    Looking at 10/13 — 涨多跌少 (2,786 vs 2,269). 10/13 上证 daily was +0.10% which is consistent with a slightly up day. ✓

33. 涨停/跌停: "47/23、69/10、37/13、36/28、61/11" Looking at 10/15 it says "36/28" while "10/15 涨396/跌4,794" — only 36 涨停 but 4,794 跌 that day, so 28 跌停 plausible. Note: this is reported as a very bad day. ✓

34. Section 1.3 - TOPIX 周 UNKNOWN — but 写在表格中with 周 column UNKNOWN, OK noted.

35. Section 1.5 股指期货:

    • 标普 7,787.73 (10/16 04:59, 周 -0.92%)
    • 纳指 30,091.87 (周 -3.27%)

    Hmm, 纳指期货 30,091 vs 纳指 cash 26,713? That's a HUGE gap. Wait — that's roughly +12.6%. 期货可以高于or低于cash by a small amount due to cost-of-carry, but 12% is impossible for normal futures. There must be different instruments — maybe NASDAQ-100 futures vs Nasdaq Composite.

    Actually, possibly 这是 different contracts. The "纳指期货" might refer to t

OpenRouter 全文

[
  {
    "quote": "天然气新浪 3.91，周 +21.43%",
    "issue": "单位错误",
    "fix": "应注明单位为美元/MMBtu 或其他具体单位，避免歧义。",
    "severity": "中"
  },
  {
    "quote": "铜 10/9 底稿 671.2",
    "issue": "单位错误",
    "fix": "应注明单位为美元/吨或美元/磅，避免与周基准 6.6425 美元/磅混淆。",
    "severity": "中"
  },
  {
    "quote": "BTC 周基准 10/11，注「上周五休市」",
    "issue": "时间线错误",
    "fix": "比特币无休市，基准日应为 10/10 或 10/11，不应标注「上周五休市」。",
    "severity": "中"
  },
  {
    "quote": "CNN 接口「一周前」39.8 | 10/9 底稿 45.0",
    "issue": "时间线错误",
    "fix": "应明确说明「一周前」为 10/8，避免与 10/9 底稿混淆。",
    "severity": "中"
  },
  {
    "quote": "10/12 美债读数与 10/9 完全相同",
    "issue": "事实错误",
    "fix": "应注明「疑未更新」，避免误导为真实收盘。",
    "severity": "中"
  },
  {
    "quote": "10/15 备忘账本周累计 -10.21%（星耀） | 周报 -10.85%（10/16 新浪周基准）",
    "issue": "口径错误",
    "fix": "应说明两日主源不同，周报按最新底稿 week_chg。",
    "severity": "中"
  },
  {
    "quote": "10/16 申万轮动、AI 硬件资金 | 不可用",
    "issue": "事实错误",
    "fix": "应注明「星耀 JSONDecodeError」，避免误认为数据缺失。",
    "severity": "低"
  },
  {
    "quote": "推断，不是事实：沪电（预告推算 Q3 环比 +50% 以上）是唯一周涨的；兴森推算达标但周 -9.06%，浪潮推算未达周 -12.61%。三只样本太少，不能说价格按门槛分化。",
    "issue": "推断冒充事实",
    "fix": "应明确标注为推断，避免误导为结论。",
    "severity": "高"
  }
]