{
  "parameters": {
    "revenue": 1090000000.0,
    "growth": 0.3,
    "margin": 0.12,
    "shares": 92800000.0,
    "dilution": 1.15,
    "pe": 25,
    "years": 3,
    "discount": 0.12
  },
  "base_calculation": {
    "scenario_annual_revenue": 2394730000.0,
    "post_tax_post_interest_net_margin": 0.12,
    "scenario_net_profit": 287367600.0,
    "assumed_diluted_shares": 106719999.99999999,
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}

{
  "symbol": "AAOI",
  "profile": {
    "symbol": "AAOI",
    "name": "Applied Optoelectronics",
    "question": "光模块放量已经开始，能否转成股东可获得的利润？",
    "verdict": "出货增长有证据，GAAP盈利尚未跟上；价格更多依赖未来毛利、规模与稀释。",
    "thesis": "高增长不等于卡住了整个产业链。需要从客户采用和产品出货，追到毛利、经营费用、融资与每股收益，避免把所有800G/1.6T厂商都叫独占瓶颈。",
    "editorial_as_of": "2026-10-19",
    "facts": [
      {
        "title": "实际放量",
        "fact": "2026 Q2收入1.919亿美元，上一季1.511亿美元。",
        "interpretation": "出货或结构改善在收入体现，但不直接等于定价权。",
        "source": "AAOI"
      },
      {
        "title": "盈利仍分歧",
        "fact": "Q2 GAAP亏损2,280万美元，非GAAP盈利550万美元。",
        "interpretation": "规模增长还没有稳定转成GAAP利润。",
        "source": "AAOI"
      },
      {
        "title": "指引与股数",
        "fact": "Q3收入指引2.55–2.90亿美元，非GAAPEPS使用约9,280万股。",
        "interpretation": "模型使用指引股数并另设未来稀释，不把8月基本股数当全摊薄。",
        "source": "AAOI"
      }
    ],
    "views": [
      {
        "name": "产业与供需",
        "text": "产业链位置不等于定价权，需验证资格认证、良率与交付是否具有替代难度。"
      },
      {
        "name": "成长与兑现",
        "text": "Q2收入增长和Q3指引支持放量，但GAAP亏损说明利润链条尚未闭环。"
      },
      {
        "name": "预期与催化",
        "text": "后续实际出货、毛利和客户确认相对指引的偏差是催化。"
      },
      {
        "name": "宏观与资金",
        "text": "客户资本开支、贸易限制与融资窗口影响扩产和股数。"
      },
      {
        "name": "经营质量",
        "text": "非GAAP转正不能替代GAAP净利润与现金流；扩产占用同样重要。"
      },
      {
        "name": "周期与风险",
        "text": "竞争导致降价、认证延迟和新增融资均可削弱每股回报。"
      }
    ],
    "watch": [
      {
        "signal": "Q3交付",
        "test": "核对实际收入是否达到2.55–2.90亿美元并看毛利。",
        "invalidates": "收入低于指引且利润率进一步下降。"
      },
      {
        "signal": "盈利转换",
        "test": "检查GAAP亏损是否收窄及营运资本消耗。",
        "invalidates": "规模上去但单位经济性不改善。"
      },
      {
        "signal": "稀释",
        "test": "核对新股、可转债、期权与摊薄股数。",
        "invalidates": "收入增长被股数扩张大幅抵消。"
      }
    ],
    "model": {
      "kind": "growth_profit",
      "title": "出货增长 → 净利润 → 条件价格",
      "basis": "Q3收入指引中点2.725亿美元×4，形成10.90亿美元年化收入起点；不冒充全年指引。",
      "parameters": {
        "revenue": 1090000000.0,
        "growth": 0.3,
        "margin": 0.12,
        "shares": 92800000.0,
        "dilution": 1.15,
        "pe": 25,
        "years": 3,
        "discount": 0.12
      },
      "controls": [
        {
          "key": "growth",
          "label": "未来三年收入年均增长",
          "min": 0,
          "max": 0.8,
          "step": 0.01,
          "unit": "%"
        },
        {
          "key": "margin",
          "label": "税后且扣利息净利率",
          "min": 0.02,
          "max": 0.25,
          "step": 0.005,
          "unit": "%"
        },
        {
          "key": "pe",
          "label": "退出PE假设",
          "min": 10,
          "max": 40,
          "step": 1,
          "unit": "倍"
        },
        {
          "key": "dilution",
          "label": "股数扩张倍数",
          "min": 1,
          "max": 1.6,
          "step": 0.05,
          "unit": "倍"
        }
      ],
      "scenarios": {
        "bear": {
          "growth": 0,
          "margin": 0.06,
          "pe": 18
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        "base": {
          "growth": 0.3,
          "margin": 0.12,
          "pe": 25
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        "bull": {
          "growth": 0.55,
          "margin": 0.18,
          "pe": 30
        }
      },
      "reverse": {
        "key": "growth",
        "label": "固定净利率与PE后所需三年收入年均增长",
        "unit": "%",
        "range": [
          -0.5,
          2
        ]
      },
      "formula": "三年后收入 × 税后净利率 ÷ 假设摊薄股数 × PE，再以12%折现三年；未计期间分红，不是完整DCF。"
    },
    "limits": [
      "净利率6%/12%/18%、未来增长和退出PE均为分析假设，不是管理层预测。",
      "不把GAAP亏损硬套当前PE；本模型忽略期间分红，不解决完整资本开支与融资现金流。"
    ],
    "correction": "通用capex累计值落后于当期，未拿不同期间的CFO-capex构造假FCF。",
    "sources": [
      {
        "id": "AAOI",
        "title": "Applied Optoelectronics 官方业绩披露",
        "url": "https://investors.ao-inc.com/news-releases/news-release-details/applied-optoelectronics-reports-second-quarter-2026-results",
        "published": "2026-08-06",
        "receipt": {
          "url": "https://investors.ao-inc.com/news-releases/news-release-details/applied-optoelectronics-reports-second-quarter-2026-results",
          "fetched_at": "2026-10-19T18:20:13+08:00",
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    "authorship": "当前Codex对话逐家检索官方披露、编辑研究框架及代码复算；不是一次新的全自动CLI运行，也不是用户已确认的投资观点。"
  },
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    "symbol": "AAOI",
    "price": 75.57,
    "currency": "USD",
    "market_time_utc": "2026-10-16T20:00:01+00:00",
    "exchange": "NGM",
    "exchange_timezone": "America/New_York",
    "observation_age_days": 3,
    "provider": "Yahoo Finance chart (unofficial)",
    "realtime_entitlement": "not_verified",
    "boundary": "Last reported regular-session price; not guaranteed real time. Weekend/holiday age is not itself a feed failure.",
    "source_url": "https://query1.finance.yahoo.com/v8/finance/chart/AAOI?interval=1d&range=5d",
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        "scenario_net_profit": 65400000.0,
        "assumed_diluted_shares": 106719999.99999999,
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      "parameters": {
        "revenue": 1090000000.0,
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    "base": {
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  "boundary": "Conditional pricing experiment, not consensus, recommendation, audited valuation or a probability-weighted forecast. Editorial facts are dated and are not automatically refreshed by quote changes."
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{
  "parameters": {
    "eps": 2.7,
    "factor": 1,
    "pe": 50,
    "years": 1,
    "discount": 0.12
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  "base_calculation": {
    "annual_eps_anchor": 2.7,
    "earnings_factor": 1,
    "scenario_eps": 2.7,
    "pe_assumption": 50,
    "discount_years": 1
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{
  "symbol": "BE",
  "profile": {
    "symbol": "BE",
    "name": "Bloom Energy",
    "question": "供电瓶颈带来增长，当前价格提前计入了多少兑现？",
    "verdict": "收入与盈利改善支持需求逻辑，但当前报价要求明显超出当年指引的盈利能力。",
    "thesis": "现场供电可以缩短部分数据中心等待周期，但订单、部署、验收、服务成本与最终利润是不同阶段。核心不是AI缺不缺电，而是这家公司能否按时、按利润交付。",
    "editorial_as_of": "2026-10-19",
    "facts": [
      {
        "title": "需求已进收入",
        "fact": "2026 Q2收入10.654亿美元，同比增长165.5%。",
        "interpretation": "项目落地已有证明，仍需关注安装与验收周期。",
        "source": "BE"
      },
      {
        "title": "盈利口径",
        "fact": "Q2 GAAP EPS0.62美元，非GAAP0.78美元。",
        "interpretation": "剔除SBC等项目后利润不同，不把调整后利润当GAAP。",
        "source": "BE"
      },
      {
        "title": "年度指引",
        "fact": "公司全年收入指引39–42亿美元，非GAAP EPS2.55–2.85美元。",
        "interpretation": "以中点2.70作为盈利实验锚点，未把合作总额当当年收入。",
        "source": "BE"
      }
    ],
    "views": [
      {
        "name": "产业与供需",
        "text": "现场电力的交付速度可能形成优势，但不是所有电网短缺都能由燃料电池解决。"
      },
      {
        "name": "成长与兑现",
        "text": "季度收入与利润提升证明部分兑现，继续区分产品、安装和服务质量。"
      },
      {
        "name": "预期与催化",
        "text": "新订单转成可确认收入的速度，比合作框架总额更值得追踪。"
      },
      {
        "name": "宏观与资金",
        "text": "燃料价格、融资、税收政策和客户建设计划会共同影响需求与项目回报。"
      },
      {
        "name": "经营质量",
        "text": "非GAAP利润排除SBC等实际成本；长期服务和质保义务不能忽略。"
      },
      {
        "name": "周期与风险",
        "text": "交付延期、客户集中或高估值压缩可能抵消业务增长。"
      }
    ],
    "watch": [
      {
        "signal": "交付质量",
        "test": "检查后续实际收入与39–42亿美元全年区间。",
        "invalidates": "合作框架没有相应产品部署或验收。"
      },
      {
        "signal": "盈利转现金",
        "test": "检查服务利润、质保、营运资本与现金回款。",
        "invalidates": "收入快增但服务成本和资金占用持续恶化。"
      },
      {
        "signal": "价格要求",
        "test": "对照后续EPS变化重算所需盈利倍数。",
        "invalidates": "必须持续依赖更高PE而非盈利兑现来支撑报价。"
      }
    ],
    "model": {
      "kind": "earnings",
      "title": "盈利能力 × 估值倍数",
      "basis": "2026全年非GAAP EPS指引中点；以未来一年情景折现。",
      "parameters": {
        "eps": 2.7,
        "factor": 1,
        "pe": 50,
        "years": 1,
        "discount": 0.12
      },
      "controls": [
        {
          "key": "factor",
          "label": "盈利相对锚点的倍数",
          "min": 0.25,
          "max": 2,
          "step": 0.05,
          "unit": "倍"
        },
        {
          "key": "pe",
          "label": "市盈率假设",
          "min": 8,
          "max": 80,
          "step": 1,
          "unit": "倍"
        }
      ],
      "scenarios": {
        "bear": {
          "factor": 0.7,
          "pe": 30
        },
        "base": {
          "factor": 1,
          "pe": 50
        },
        "bull": {
          "factor": 1.5,
          "pe": 75
        }
      },
      "reverse": {
        "key": "factor",
        "label": "支持当前报价所需的盈利 / 锚点",
        "unit": "倍",
        "range": [
          0,
          10
        ]
      },
      "formula": "模型每股价值 = 年度EPS锚点 × 盈利倍数 × 假设PE ÷ (1 + 折现率)^年数；PE是压力参数，不是同业中位数。"
    },
    "limits": [
      "30/50/75倍PE是宽幅压力假设，不是同业估值证据。",
      "未计入更长远新品或全部合作计划的收入；也没有因需求强就给确定目标价。"
    ],
    "correction": "通用SEC快照只到Q1；研究改用7月28日官方Q2披露，避免把旧字段称为最新。",
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        "title": "Bloom Energy 官方业绩披露",
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        "published": "2026-07-28",
        "receipt": {
          "url": "https://investor.bloomenergy.com/press-releases/press-release-details/2026/Bloom-Energy-Reports-Record-Second-Quarter-2026-Financial-Results-and-Raises-Full-Year-2026-Guidance/default.aspx",
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  },
  "quote": {
    "symbol": "BE",
    "price": 221.31,
    "currency": "USD",
    "market_time_utc": "2026-10-16T20:00:03+00:00",
    "exchange": "NYQ",
    "exchange_timezone": "America/New_York",
    "observation_age_days": 3,
    "provider": "Yahoo Finance chart (unofficial)",
    "realtime_entitlement": "not_verified",
    "boundary": "Last reported regular-session price; not guaranteed real time. Weekend/holiday age is not itself a feed failure.",
    "source_url": "https://query1.finance.yahoo.com/v8/finance/chart/BE?interval=1d&range=5d",
    "status": "ok"
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        "earnings_factor": 0.7,
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        "discount_years": 1
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        "earnings_factor": 1.5,
        "scenario_eps": 4.050000000000001,
        "pe_assumption": 75,
        "discount_years": 1
      },
      "parameters": {
        "eps": 2.7,
        "factor": 1.5,
        "pe": 75,
        "years": 1,
        "discount": 0.12
      },
      "upside_pct": 22.545459826875035
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  "implied": 1.8360533333333335,
  "sensitivity": [
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    {
      "x": 2.0,
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      "value": 385.71428571428567
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  ],
  "boundary": "Conditional pricing experiment, not consensus, recommendation, audited valuation or a probability-weighted forecast. Editorial facts are dated and are not automatically refreshed by quote changes."
}

{
  "parameters": {
    "reserve_income": 2672000000.0,
    "other_income": 134328000,
    "opex": 1016000000.0,
    "balance_growth": 0.25,
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  "base_calculation": {
    "scenario_reserve_income": 5218750000.0,
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{
  "symbol": "CRCL",
  "profile": {
    "symbol": "CRCL",
    "name": "Circle",
    "question": "USDC规模增长，多少收益真正留给Circle股东？",
    "verdict": "规模增长不等于利润等比例增长；储备收益率、分销分成和费用才是关键杠杆。",
    "thesis": "Circle可作为稳定币采用的商业入口，但每单位流通量的经济价值会随利率与渠道成本变化。新产品可以提供选择权，不能在缺少盈利数据时直接加入股东价值。",
    "editorial_as_of": "2026-10-19",
    "facts": [
      {
        "title": "完整收入口径",
        "fact": "2026 Q2总收入及储备收益约7.01亿美元，其中储备收益6.68亿美元。",
        "interpretation": "通用收入tag的3,358.2万美元仅是其他收入，不能当全公司收入。",
        "source": "CRCL"
      },
      {
        "title": "规模与利率",
        "fact": "平均USDC规模同比增长25%，储备收益率下降66个基点。",
        "interpretation": "规模增长与收益率下行方向相反，解释利润时必须同时看。",
        "source": "CRCL"
      },
      {
        "title": "留存经济性",
        "fact": "分销、交易及其他成本约4.12亿美元，GAAP费用约2.54亿美元。",
        "interpretation": "不能把储备收益或USDC链上交易额直接视作股东利润。",
        "source": "CRCL"
      }
    ],
    "views": [
      {
        "name": "产业与供需",
        "text": "稳定币采用与发行人盈利不是同一个问题，关注支付结算和持有需求能否形成持久余额。"
      },
      {
        "name": "成长与兑现",
        "text": "平均流通规模与非储备收入增长有意义，但要跟踪单位余额留存收益。"
      },
      {
        "name": "预期与催化",
        "text": "后续新产品收费、分销条款与实际非储备收入比生态名单更能验证价值捕获。"
      },
      {
        "name": "宏观与资金",
        "text": "利率下降压低储备收益，若余额增长不足以抵消会压缩利润。"
      },
      {
        "name": "经营质量",
        "text": "储备资产对应持币人赎回义务，不计为股东净现金；GAAP费用含SBC。"
      },
      {
        "name": "周期与风险",
        "text": "监管、渠道议价和赎回压力可能改变规模与利润的关系。"
      }
    ],
    "watch": [
      {
        "signal": "规模收益拆解",
        "test": "每季比较平均流通量、收益率与储备收益。",
        "invalidates": "余额增长不能抵消收益率和分销成本压力。"
      },
      {
        "signal": "真实留存",
        "test": "比较收入扣分销等成本后的余额及费用增长。",
        "invalidates": "流通量增加但利润率恶化。"
      },
      {
        "signal": "产品价值捕获",
        "test": "跟踪新产品实际收费和非储备收入，而非只看交易量。",
        "invalidates": "大量采用没有可辨认的股东盈利。"
      }
    ],
    "model": {
      "kind": "circle",
      "title": "USDC规模 × 利率 × 留存 → 股东盈利",
      "basis": "Q2储备收益6.68亿美元、其他收入3,358.2万美元、GAAP费用2.54亿美元各乘4，仅作年化起点。",
      "parameters": {
        "reserve_income": 2672000000.0,
        "other_income": 134328000,
        "opex": 1016000000.0,
        "balance_growth": 0.25,
        "yield_factor": 1,
        "retention": 0.41,
        "other_growth": 0.2,
        "opex_growth": 0.1,
        "years": 3,
        "shares": 268637000,
        "dilution": 1.1,
        "tax": 0.21,
        "pe": 35,
        "discount": 0.12
      },
      "controls": [
        {
          "key": "balance_growth",
          "label": "平均流通规模年均增长",
          "min": 0,
          "max": 0.6,
          "step": 0.01,
          "unit": "%"
        },
        {
          "key": "yield_factor",
          "label": "储备收益率相对当季倍数",
          "min": 0.5,
          "max": 1.5,
          "step": 0.05,
          "unit": "倍"
        },
        {
          "key": "retention",
          "label": "分销等成本后收入留存比例",
          "min": 0.25,
          "max": 0.6,
          "step": 0.01,
          "unit": "%"
        },
        {
          "key": "pe",
          "label": "退出PE假设",
          "min": 15,
          "max": 60,
          "step": 1,
          "unit": "倍"
        }
      ],
      "scenarios": {
        "bear": {
          "balance_growth": 0.1,
          "yield_factor": 0.7,
          "retention": 0.35,
          "pe": 25
        },
        "base": {
          "balance_growth": 0.25,
          "yield_factor": 1,
          "retention": 0.41,
          "pe": 35
        },
        "bull": {
          "balance_growth": 0.4,
          "yield_factor": 1.1,
          "retention": 0.5,
          "pe": 45
        }
      },
      "reverse": {
        "key": "balance_growth",
        "label": "其余基准不变时所需USDC规模年均增长",
        "unit": "%",
        "range": [
          0,
          2
        ]
      },
      "formula": "储备收益随规模和收益率变化，其他收入按20%增长；分销后收入减按10%增长的GAAP费用，税后利润÷假设摊薄股数×PE，折现三年。不是把储备资产当股东资产。"
    },
    "limits": [
      "所有未来规模、留存、收益率和PE均为压力假设；没有给Arc或未确认Token价值额外估值。",
      "2.68637亿股是Q2加权摊薄股数，不是即时报价时点股数；另设10%扩张，仅为假设。"
    ],
    "correction": "修正通用收入tag漏掉储备收益的问题；储备现金与股东资产严格分开。",
    "sources": [
      {
        "id": "CRCL",
        "title": "Circle 官方业绩披露",
        "url": "https://www.circle.com/pressroom/circle-reports-second-quarter-2026-results",
        "published": "2026-08-05",
        "receipt": {
          "url": "https://www.circle.com/pressroom/circle-reports-second-quarter-2026-results",
          "fetched_at": "2026-10-19T18:20:13+08:00",
          "http_status": 200,
          "sha256": "860f612ee0e98d348ad246207c4b98f140cb305342b881809bea04a001b1e704",
          "attempts": 1,
          "status": "ok",
          "bytes": 280707
        }
      },
      {
        "id": "CRCL-sec",
        "title": "SEC申报中的股数与其他收入口径",
        "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001876042.json",
        "published": "2026-10-19查询",
        "receipt": {
          "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001876042.json",
          "fetched_at": "2026-10-19T16:20:44+08:00",
          "http_status": 200,
          "sha256": "f7139545b482a7b31520225bc155cb41241b82f004eb8fbca55f4ab66d1426af",
          "attempts": 1,
          "adapter": "sec_companyfacts",
          "asset": "CRCL",
          "status": "ok"
        }
      }
    ],
    "authorship": "当前Codex对话逐家检索官方披露、编辑研究框架及代码复算；不是一次新的全自动CLI运行，也不是用户已确认的投资观点。"
  },
  "quote": {
    "symbol": "CRCL",
    "price": 82.22,
    "currency": "USD",
    "market_time_utc": "2026-10-16T20:00:02+00:00",
    "exchange": "NYQ",
    "exchange_timezone": "America/New_York",
    "observation_age_days": 3,
    "provider": "Yahoo Finance chart (unofficial)",
    "realtime_entitlement": "not_verified",
    "boundary": "Last reported regular-session price; not guaranteed real time. Weekend/holiday age is not itself a feed failure.",
    "source_url": "https://query1.finance.yahoo.com/v8/finance/chart/CRCL?interval=1d&range=5d",
    "status": "ok"
  },
  "scenarios": {
    "bear": {
      "value_per_share": 0.0,
      "ledger": {
        "scenario_reserve_income": 2489502400.0000005,
        "scenario_other_revenue": 232118783.99999997,
        "net_revenue_after_distribution": 952567414.4000001,
        "scenario_gaap_opex": 1352296000.0000005,
        "scenario_after_tax_profit": 0.0,
        "assumed_diluted_shares": 295500700.0
      },
      "parameters": {
        "reserve_income": 2672000000.0,
        "other_income": 134328000,
        "opex": 1016000000.0,
        "balance_growth": 0.1,
        "yield_factor": 0.7,
        "retention": 0.35,
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        "dilution": 1.1,
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        "pe": 25,
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      },
      "upside_pct": -100.0
    },
    "base": {
      "value_per_share": 58.7796360798541,
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        "scenario_reserve_income": 5218750000.0,
        "scenario_other_revenue": 232118783.99999997,
        "net_revenue_after_distribution": 2234856201.44,
        "scenario_gaap_opex": 1352296000.0000005,
        "scenario_after_tax_profit": 697222559.1375997,
        "assumed_diluted_shares": 295500700.0
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      "parameters": {
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        "yield_factor": 1,
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      "upside_pct": -28.50932123588652
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    "bull": {
      "value_per_share": 239.45168510092236,
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        "scenario_reserve_income": 8065164799.999998,
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        "net_revenue_after_distribution": 4148641791.999999,
        "scenario_gaap_opex": 1352296000.0000005,
        "scenario_after_tax_profit": 2209113175.679999,
        "assumed_diluted_shares": 295500700.0
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      "parameters": {
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      "upside_pct": 191.23289357932666
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  },
  "implied": 0.3150882221413104,
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      "value": 54.983278397827476
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      "x": 0.3,
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      "value": 36.49855063314903
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      "x": 0.3,
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      "value": 76.57349514924485
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      "value": 116.64843966534062
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      "x": 0.3,
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      "value": 156.72338418143642
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      "value": 27.4921765526655
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      "value": 83.10140628656745
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      "value": 138.71063602046937
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      "value": 194.31986575437134
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      "value": 249.92909548827325
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      "x": 0.6,
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      "value": 65.70200360095485
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    {
      "x": 0.6,
      "y": 0.75,
      "value": 140.41614685900151
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    {
      "x": 0.6,
      "y": 1.0,
      "value": 215.13029011704813
    },
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      "x": 0.6,
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      "value": 364.55857663314146
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  ],
  "boundary": "Conditional pricing experiment, not consensus, recommendation, audited valuation or a probability-weighted forecast. Editorial facts are dated and are not automatically refreshed by quote changes."
}

{
  "parameters": {
    "revenue": 4000000000.0,
    "growth": -0.133975,
    "margin": 0.18,
    "shares": 357378674,
    "dilution": 1.25,
    "pe": 20,
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    "discount": 0.15
  },
  "base_calculation": {
    "scenario_annual_revenue": 2999997202.5000005,
    "post_tax_post_interest_net_margin": 0.18,
    "scenario_net_profit": 539999496.45,
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}

{
  "symbol": "IREN",
  "profile": {
    "symbol": "IREN",
    "name": "IREN",
    "question": "从矿场转向AI云，合同ARR能否变成每股回报？",
    "verdict": "融资与合同降低部分交付风险，但ARR、收入和可分配现金之间仍有很长距离。",
    "thesis": "重点在于已经运营的容量、合同覆盖、客户验收及融资成本。拥有电力与土地提供选择权，但高资本支出业务需要用交付和资金结构验证，不能套纯软件倍数。",
    "editorial_as_of": "2026-10-19",
    "facts": [
      {
        "title": "运营与合同分开",
        "fact": "8月26日运营ARR约10亿美元；2026容量合同ARR约40亿美元。",
        "interpretation": "两者均为经营指标，不能当已确认年度收入。",
        "source": "IREN"
      },
      {
        "title": "旧业务仍占比大",
        "fact": "FY2026AI云收入1.288亿美元，总收入7.070亿美元。",
        "interpretation": "财年历史与年底目标不在同一量级，转型尚未在全年损益完成。",
        "source": "IREN"
      },
      {
        "title": "融资有成本",
        "fact": "公司披露微软相关GPU融资利率6%，另一项融资9%。",
        "interpretation": "融资可支持交付，但利息、折旧与偿债优先于股东现金。",
        "source": "IREN"
      }
    ],
    "views": [
      {
        "name": "产业与供需",
        "text": "电力和建成数据中心是资源基础，真正瓶颈要由客户签约、通电和验收证明。"
      },
      {
        "name": "成长与兑现",
        "text": "10亿美元运营ARR与40亿美元合同ARR之间的交付进度是核心观察点。"
      },
      {
        "name": "预期与催化",
        "text": "后续验收和运营ARR提升可改变判断；新目标上调本身不等于兑现。"
      },
      {
        "name": "宏观与资金",
        "text": "融资成本、预付款条件、GPU抵押与客户信用共同影响扩张可行性。"
      },
      {
        "name": "经营质量",
        "text": "CFO包含预收，capex还需加入单列电脑硬件付款；不能只减一个标准tag。"
      },
      {
        "name": "周期与风险",
        "text": "GPU折旧、客户议价、融资和股数扩张可能使营收增长不转成每股利润。"
      }
    ],
    "watch": [
      {
        "signal": "运营兑现",
        "test": "跟踪通电、客户验收、运营ARR与实际AI收入。",
        "invalidates": "合同多但容量迟迟不能投入服务。"
      },
      {
        "signal": "融资成本",
        "test": "核对融资提款条件、利率、预付款与偿债义务。",
        "invalidates": "资金缺口需要高成本融资或大幅增发。"
      },
      {
        "signal": "完整再投资",
        "test": "同时计固定资产和电脑硬件付款、未付承诺。",
        "invalidates": "只看标准capex会低估资金需求。"
      }
    ],
    "model": {
      "kind": "growth_profit",
      "title": "合同容量兑现与每股盈利压力测试",
      "basis": "40亿美元2026容量合同ARR锚点，非GAAP收入；实现比例通过收入倍数表示。",
      "parameters": {
        "revenue": 4000000000.0,
        "growth": -0.133975,
        "margin": 0.18,
        "shares": 357378674,
        "dilution": 1.25,
        "pe": 20,
        "years": 2,
        "discount": 0.15
      },
      "controls": [
        {
          "key": "growth",
          "label": "两年年均变化（含交付、价格和利用率）",
          "min": -0.5,
          "max": 0.6,
          "step": 1e-06,
          "unit": "%"
        },
        {
          "key": "margin",
          "label": "扣折旧、利息和税后的净利率",
          "min": 0.02,
          "max": 0.35,
          "step": 0.005,
          "unit": "%"
        },
        {
          "key": "dilution",
          "label": "相对披露股数扩张倍数",
          "min": 1,
          "max": 2,
          "step": 0.05,
          "unit": "倍"
        },
        {
          "key": "pe",
          "label": "退出PE假设",
          "min": 8,
          "max": 35,
          "step": 1,
          "unit": "倍"
        }
      ],
      "scenarios": {
        "bear": {
          "growth": -0.292893,
          "margin": 0.1,
          "pe": 14,
          "dilution": 1.5
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        "base": {
          "growth": -0.133975,
          "margin": 0.18,
          "pe": 20
        },
        "bull": {
          "growth": 0,
          "margin": 0.25,
          "pe": 25
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      },
      "reverse": {
        "key": "growth",
        "label": "支持当前报价所需两年收入变化率",
        "unit": "%",
        "range": [
          -0.8,
          2
        ]
      },
      "formula": "合同ARR锚点 × 两年兑现/增长因子 × 税后净利率 ÷ 假设摊薄股数 × PE，再以15%折现两年。净利率假设必须已扣GPU折旧和融资利息。"
    },
    "limits": [
      "起始股数为2026-04-30披露的357,378,674股，另设扩张倍数；不是已验证的实时全摊薄股数。",
      "不单独给比特币矿业和土地估值，也不另扣净债务：净利率已假设扣融资利息；结果只表示情景盈利能力。"
    ],
    "correction": "识别公司把电脑硬件付款单列；将ARR和GAAP收入、客户预收与利润分开。",
    "sources": [
      {
        "id": "IREN",
        "title": "IREN 官方业绩披露",
        "url": "https://www.globenewswire.com/news-release/2026/08/27/3352401/0/en/iren-reports-fy26-results.html",
        "published": "2026-08-27",
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          "attempts": 1,
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      },
      {
        "id": "IREN-sec",
        "title": "SEC申报中的股数与其他收入口径",
        "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001878848.json",
        "published": "2026-10-19查询",
        "receipt": {
          "url": "https://data.sec.gov/api/xbrl/companyfacts/CIK0001878848.json",
          "fetched_at": "2026-10-19T16:20:49+08:00",
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          "attempts": 1,
          "adapter": "sec_companyfacts",
          "asset": "IREN",
          "status": "ok"
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    ],
    "authorship": "当前Codex对话逐家检索官方披露、编辑研究框架及代码复算；不是一次新的全自动CLI运行，也不是用户已确认的投资观点。"
  },
  "quote": {
    "symbol": "IREN",
    "price": 26.99,
    "currency": "USD",
    "market_time_utc": "2026-10-16T20:00:01+00:00",
    "exchange": "NMS",
    "exchange_timezone": "America/New_York",
    "observation_age_days": 3,
    "provider": "Yahoo Finance chart (unofficial)",
    "realtime_entitlement": "not_verified",
    "boundary": "Last reported regular-session price; not guaranteed real time. Weekend/holiday age is not itself a feed failure.",
    "source_url": "https://query1.finance.yahoo.com/v8/finance/chart/IREN?interval=1d&range=5d",
    "status": "ok"
  },
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    "bear": {
      "value_per_share": 3.949505539070958,
      "ledger": {
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        "scenario_net_profit": 200000123.77959996,
        "assumed_diluted_shares": 536068011.0,
        "years": 2
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      "parameters": {
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        "shares": 357378674,
        "dilution": 1.5,
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        "scenario_net_profit": 539999496.45,
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        "scenario_annual_revenue": 4000000000.0,
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        "scenario_net_profit": 1000000000.0,
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{
  "parameters": {
    "eps": 74.33,
    "factor": 0.8,
    "pe": 16,
    "years": 0,
    "discount": 0
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  "base_calculation": {
    "annual_eps_anchor": 74.33,
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}

{
  "symbol": "MU",
  "profile": {
    "symbol": "MU",
    "name": "美光",
    "question": "存储涨价已经兑现，当前报价依赖怎样的盈利持续性？",
    "verdict": "不能用高景气年份的低PE直接判断便宜；先测试利润回落后价格还能否成立。",
    "thesis": "DRAM与数据中心存储需求已经体现在经营结果。更有用的分歧是供给约束能持续多久，以及客户预付款与资本开支如何改变现金回报，而非单纯争论AI有没有需求。",
    "editorial_as_of": "2026-10-19",
    "facts": [
      {
        "title": "年度盈利跃升",
        "fact": "FY2026收入1,331.88亿美元，GAAP摊薄EPS为74.33美元。",
        "interpretation": "盈利已兑现；历史EPS不等于未来可持续EPS。",
        "source": "MU"
      },
      {
        "title": "现金与再投资",
        "fact": "全年CFO896.75亿美元，购建固定资产支出307.12亿美元。",
        "interpretation": "两者相减589.63亿美元是未扣SBC的简单口径，不等同公司调整后FCF。",
        "source": "MU"
      },
      {
        "title": "下一季是指引",
        "fact": "FY2027 Q1收入指引615±15亿美元。",
        "interpretation": "指引强于当期不代表供需拐点已消失，需要后续实际交付验证。",
        "source": "MU"
      }
    ],
    "views": [
      {
        "name": "产业与供需",
        "text": "关注HBM与普通DRAM的产能分配，而非把所有存储视作同一紧缺品。"
      },
      {
        "name": "成长与兑现",
        "text": "收入与利润已大幅提升，关注量、价与产品结构对下一季的贡献。"
      },
      {
        "name": "预期与催化",
        "text": "下一次实际收入及指引是否继续超出自身前期水平，比重复AI叙事更有信息量。"
      },
      {
        "name": "宏观与资金",
        "text": "利率影响估值倍数；客户资本支出收缩会先影响订单能见度。"
      },
      {
        "name": "经营质量",
        "text": "CFO减资本开支后仍需考虑SBC和客户预付款，不能把现金增加全部视作重复利润。"
      },
      {
        "name": "周期与风险",
        "text": "利润高位可能同时产生低PE和周期风险；以盈利保留比例而非单一目标价表达。"
      }
    ],
    "watch": [
      {
        "signal": "下一次季报",
        "test": "比较实际收入与615±15亿美元指引，并检查后续指引。",
        "invalidates": "持续降价或客户削减采购削弱供给紧张解释。"
      },
      {
        "signal": "现金回报",
        "test": "核对净资本开支、SBC、客户预付款及其现金流分类。",
        "invalidates": "现金流依赖不可持续预收款或扩产成本高于判断。"
      },
      {
        "signal": "供需拐点",
        "test": "检查公司披露的库存、出货和价格变化。",
        "invalidates": "供给恢复快于需求，利润率持续回落。"
      }
    ],
    "model": {
      "kind": "earnings",
      "title": "盈利能力 × 估值倍数",
      "basis": "FY2026 GAAP摊薄EPS；0年表示当前正常化盈利能力实验，不是未来目标价。",
      "parameters": {
        "eps": 74.33,
        "factor": 0.8,
        "pe": 16,
        "years": 0,
        "discount": 0
      },
      "controls": [
        {
          "key": "factor",
          "label": "盈利相对锚点的倍数",
          "min": 0.25,
          "max": 2,
          "step": 0.05,
          "unit": "倍"
        },
        {
          "key": "pe",
          "label": "市盈率假设",
          "min": 8,
          "max": 80,
          "step": 1,
          "unit": "倍"
        }
      ],
      "scenarios": {
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        "base": {
          "factor": 0.8,
          "pe": 16
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        "bull": {
          "factor": 1.3,
          "pe": 20
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      },
      "reverse": {
        "key": "factor",
        "label": "支持当前报价所需的盈利 / 锚点",
        "unit": "倍",
        "range": [
          0,
          10
        ]
      },
      "formula": "模型每股价值 = 年度EPS锚点 × 盈利倍数 × 假设PE ÷ (1 + 折现率)^年数；PE是压力参数，不是同业中位数。"
    },
    "limits": [
      "盈利保留40%/80%/130%与12/16/20倍PE是研究压力参数，不是共识预测。",
      "没有把短期极高利润率外推为永续利润率；也没有把净现金再加到PE模型里造成双计。"
    ],
    "correction": "默认债务tag停在2013年，本页不使用它算净债务；EPS模型直接引用最新官方公告。",
    "sources": [
      {
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        "published": "2026-09-30",
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          "fetched_at": "2026-10-19T18:20:06+08:00",
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          "sha256": "2c5f0d7d93519a7338a2e05d041333ffb0f680d89dfe5cf34070a2c8e2cefd1c",
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    "authorship": "当前Codex对话逐家检索官方披露、编辑研究框架及代码复算；不是一次新的全自动CLI运行，也不是用户已确认的投资观点。"
  },
  "quote": {
    "symbol": "MU",
    "price": 878.84,
    "currency": "USD",
    "market_time_utc": "2026-10-16T20:00:00+00:00",
    "exchange": "NMS",
    "exchange_timezone": "America/New_York",
    "observation_age_days": 3,
    "provider": "Yahoo Finance chart (unofficial)",
    "realtime_entitlement": "not_verified",
    "boundary": "Last reported regular-session price; not guaranteed real time. Weekend/holiday age is not itself a feed failure.",
    "source_url": "https://query1.finance.yahoo.com/v8/finance/chart/MU?interval=1d&range=5d",
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        "discount_years": 0
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      "upside_pct": -59.40284921032271
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    "base": {
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        "earnings_factor": 0.8,
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        "discount_years": 0
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      "upside_pct": 8.2590687724728
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  },
  "implied": 0.7389681151621148,
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      "x": 0.6875,
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      "value": 4088.15
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      "x": 1.125,
      "y": 8.0,
      "value": 668.97
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      "x": 1.125,
      "y": 26.0,
      "value": 2174.1525
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      "x": 1.125,
      "y": 44.0,
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    {
      "x": 1.125,
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      "x": 1.125,
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      "value": 6689.700000000001
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      "x": 1.5625,
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      "x": 1.5625,
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      "x": 1.5625,
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      "x": 1.5625,
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      "value": 7200.71875
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    {
      "x": 1.5625,
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      "value": 9291.25
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    {
      "x": 2.0,
      "y": 8.0,
      "value": 1189.28
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    {
      "x": 2.0,
      "y": 26.0,
      "value": 3865.16
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    {
      "x": 2.0,
      "y": 44.0,
      "value": 6541.04
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    {
      "x": 2.0,
      "y": 62.0,
      "value": 9216.92
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    {
      "x": 2.0,
      "y": 80.0,
      "value": 11892.8
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  ],
  "boundary": "Conditional pricing experiment, not consensus, recommendation, audited valuation or a probability-weighted forecast. Editorial facts are dated and are not automatically refreshed by quote changes."
}

{
  "parameters": {
    "eps": 8.1,
    "factor": 1,
    "pe": 20,
    "years": 1,
    "discount": 0.1
  },
  "base_calculation": {
    "annual_eps_anchor": 8.1,
    "earnings_factor": 1,
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    "discount_years": 1
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}

{
  "symbol": "ORCL",
  "profile": {
    "symbol": "ORCL",
    "name": "甲骨文",
    "question": "OCI高速增长后，现金流能否跟上资本开支？",
    "verdict": "订单与收入增长是真的，资本密集化也是真的；不能把RPO当成已赚到的现金。",
    "thesis": "OCI扩张正在推动集团增长，但客户预收、ATM融资和数据中心投入改变了商业模式。先检验部署和回款，再判断软件时代的估值倍数是否仍适用。",
    "editorial_as_of": "2026-10-19",
    "facts": [
      {
        "title": "OCI实际收入",
        "fact": "FY2027 Q1总收入193.45亿美元；IaaS收入约74亿美元，同比增长121%。",
        "interpretation": "高增长已进入损益表，不只是未来合同。",
        "source": "ORCL"
      },
      {
        "title": "订单与融资",
        "fact": "RPO为6,640亿美元，当季完成200亿美元普通股ATM融资。",
        "interpretation": "RPO不是当季收入，融资也不是经营利润。",
        "source": "ORCL"
      },
      {
        "title": "现金投入",
        "fact": "当季CFO231.03亿美元、capex284.99亿美元，差额为−53.96亿美元。",
        "interpretation": "CFO强不代表FCF为正；还要核对预收和后续义务。",
        "source": "ORCL"
      }
    ],
    "views": [
      {
        "name": "产业与供需",
        "text": "算力需求、数据中心交付和企业软件分发构成组合优势，不能只按传统SaaS理解。"
      },
      {
        "name": "成长与兑现",
        "text": "OCI收入增长与实际新增容量说明交付进展；RPO转换节奏仍重要。"
      },
      {
        "name": "预期与催化",
        "text": "后续云收入兑现与融资需求相对先前计划的变化，是主要预期差来源。"
      },
      {
        "name": "宏观与资金",
        "text": "债务与租赁、融资成本及客户信用共同影响扩张回报。"
      },
      {
        "name": "经营质量",
        "text": "预收款可以支持建设，却对应未来服务成本；不能将本季CFO当稳定现金利润。"
      },
      {
        "name": "周期与风险",
        "text": "大量投入如果不能取得长期合理利用率，收入增长可能伴随低资本回报。"
      }
    ],
    "watch": [
      {
        "signal": "订单变收入",
        "test": "检查RPO消化、云收入与容量交付是否同向。",
        "invalidates": "订单增长但交付与回款延迟。"
      },
      {
        "signal": "现金缺口",
        "test": "持续核对CFO-capex、预收和新增债股融资。",
        "invalidates": "扩张必须依赖超过计划的融资。"
      },
      {
        "signal": "利润含金量",
        "test": "比较GAAP与非GAAP利润、SBC及利息。",
        "invalidates": "倍数依赖剔除越来越多实际成本。"
      }
    ],
    "model": {
      "kind": "earnings",
      "title": "盈利能力 × 估值倍数",
      "basis": "管理层FY2027非GAAP全年EPS指引，不是已实现结果。",
      "parameters": {
        "eps": 8.1,
        "factor": 1,
        "pe": 20,
        "years": 1,
        "discount": 0.1
      },
      "controls": [
        {
          "key": "factor",
          "label": "盈利相对锚点的倍数",
          "min": 0.25,
          "max": 2,
          "step": 0.05,
          "unit": "倍"
        },
        {
          "key": "pe",
          "label": "市盈率假设",
          "min": 8,
          "max": 80,
          "step": 1,
          "unit": "倍"
        }
      ],
      "scenarios": {
        "bear": {
          "factor": 0.8,
          "pe": 14
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        "base": {
          "factor": 1,
          "pe": 20
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        "bull": {
          "factor": 1.25,
          "pe": 28
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      },
      "reverse": {
        "key": "factor",
        "label": "支持当前报价所需的盈利 / 锚点",
        "unit": "倍",
        "range": [
          0,
          10
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      },
      "formula": "模型每股价值 = 年度EPS锚点 × 盈利倍数 × 假设PE ÷ (1 + 折现率)^年数；PE是压力参数，不是同业中位数。"
    },
    "limits": [
      "该实验不解决云资本开支的完整DCF问题；非GAAP EPS剔除项须另审。",
      "20倍为分析参数，没有声称是同行市场中位数；不将当季净利润直接乘4。"
    ],
    "correction": "把CFO与capex对齐到2026-08-31同一季度；明确RPO、ATM融资和经营现金的不同性质。",
    "sources": [
      {
        "id": "ORCL",
        "title": "甲骨文 官方业绩披露",
        "url": "https://investor.oracle.com/investor-news/news-details/2026/Oracle-Announces-Q1-Results-Driven-by-Triple-Digit-Growth-in-Cloud-Infrastructure-Revenues/default.aspx",
        "published": "2026-09-10",
        "receipt": {
          "url": "https://investor.oracle.com/investor-news/news-details/2026/Oracle-Announces-Q1-Results-Driven-by-Triple-Digit-Growth-in-Cloud-Infrastructure-Revenues/default.aspx",
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    "authorship": "当前Codex对话逐家检索官方披露、编辑研究框架及代码复算；不是一次新的全自动CLI运行，也不是用户已确认的投资观点。"
  },
  "quote": {
    "symbol": "ORCL",
    "price": 128.23,
    "currency": "USD",
    "market_time_utc": "2026-10-16T20:03:50+00:00",
    "exchange": "NYQ",
    "exchange_timezone": "America/New_York",
    "observation_age_days": 3,
    "provider": "Yahoo Finance chart (unofficial)",
    "realtime_entitlement": "not_verified",
    "boundary": "Last reported regular-session price; not guaranteed real time. Weekend/holiday age is not itself a feed failure.",
    "source_url": "https://query1.finance.yahoo.com/v8/finance/chart/ORCL?interval=1d&range=5d",
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    "local_price_krw": 1272000.0,
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{
  "symbol": "SKHY",
  "profile": {
    "symbol": "SKHY",
    "name": "SK hynix",
    "question": "HBM业务很强，ADR是否还额外支付了溢价？",
    "verdict": "先分清企业经营表现与ADR溢价；业务看对，也可能因跨市场价差收敛承受损失。",
    "thesis": "HBM和服务器存储是经营主线，但美元ADR还有一个独立价格变量：相对韩国普通股的溢价。将两者分开后，才知道自己是在承担产业判断风险，还是额外承担交易载体风险。",
    "editorial_as_of": "2026-10-19",
    "facts": [
      {
        "title": "经营兑现",
        "fact": "2026 Q2收入79.3187万亿韩元，经营利润60.5426万亿韩元。",
        "interpretation": "经营利润与收入同为韩元，不直接除以美元ADR报价。",
        "source": "SKHY"
      },
      {
        "title": "净利不等同主营",
        "fact": "Q2净利润93.9226万亿韩元，高于当季收入。",
        "interpretation": "存在非经营影响，不能把118%净利率当可持续主营净利率。",
        "source": "SKHY"
      },
      {
        "title": "存托比例已核实",
        "fact": "Citi披露普通股:ADR为1:10。",
        "interpretation": "每ADS对应0.1普通股；本页另外计算跨市场换算价。",
        "source": "SKHY"
      }
    ],
    "views": [
      {
        "name": "产业与供需",
        "text": "HBM、服务器DRAM与NAND各自有不同供需条件，不能将全部利润归于HBM。"
      },
      {
        "name": "成长与兑现",
        "text": "经营利润已经体现需求；长期协议仍要看价格和交付约束。"
      },
      {
        "name": "预期与催化",
        "text": "新季HBM交付及合同经济性是业务催化；ADR转换和溢价是另一个催化。"
      },
      {
        "name": "宏观与资金",
        "text": "韩元汇率、美国风险偏好与当地市场时差会影响ADR观测价格。"
      },
      {
        "name": "经营质量",
        "text": "净利高于收入提示非经营项目，优先看经营利润、现金流与资本开支。"
      },
      {
        "name": "周期与风险",
        "text": "ADR溢价可以独立于公司盈利压缩；换算价不是无成本、无约束的套利承诺。"
      }
    ],
    "watch": [
      {
        "signal": "业务兑现",
        "test": "核对后续收入、HBM交付与经营利润。",
        "invalidates": "价格或产品结构转弱且经营利润下行。"
      },
      {
        "signal": "价差",
        "test": "同日核对普通股、汇率、ADR与存托比例。",
        "invalidates": "溢价下降抵消了基本面的改善。"
      },
      {
        "signal": "净利口径",
        "test": "审阅非经营收益、税项和资本开支。",
        "invalidates": "把一次性净利当成持续盈利会误判PE。"
      }
    ],
    "model": {
      "kind": "adr",
      "title": "ADR与当地股价格一致性",
      "basis": "存托行确认1普通股对应10 ADS；采用与US报价相同日历日的当地收盘和汇率，仍存在收盘时差。",
      "parameters": {
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          "label": "假设ADR溢价",
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        },
        {
          "key": "fx",
          "label": "每美元韩元",
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      "reverse": {
        "key": "premium",
        "label": "当前ADR相对换算价的观察溢价",
        "unit": "%",
        "range": [
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          3
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      },
      "formula": "当地普通股韩元收盘 ÷ 韩元/美元 × 0.1 × (1 + 假设ADR溢价)。这是跨市场报价诊断，不是海力士内在价值。"
    },
    "limits": [
      "当地市场、外汇和美国收盘不是同一时刻；观察溢价包含时差影响，不代表可执行套利利润。",
      "本页经营研究已完成本轮核查，但不提供未经证实的美元ADR内在价值目标；溢价20%/40%仅为压力参数。"
    ],
    "correction": "SEC companyfacts仅有费用标签，改用公司韩元业绩披露；用存托行确认比例，并拒绝用周一汇率搭配周五ADR。",
    "sources": [
      {
        "id": "SKHY",
        "title": "SK hynix 官方业绩披露",
        "url": "https://news.skhynix.com/en/q2-2026-business-results/",
        "published": "2026-07-29",
        "receipt": {
          "url": "https://news.skhynix.com/en/q2-2026-business-results/",
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        "id": "SKHY-ratio",
        "title": "Citi存托比例",
        "url": "https://depositaryreceipts.citi.com/adr/guides/pgm_dispabook.aspx?cusip=78392B206&pageId=15&subpageID=111",
        "published": "2026-10-19",
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      {
        "id": "SKHY-underlying",
        "title": "韩国普通股公开报价",
        "url": "https://query1.finance.yahoo.com/v8/finance/chart/000660.KS?interval=1d&range=5d",
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    "name": "闪迪",
    "question": "NAND盈利弹性很强，但多少来自能够持续的价格？",
    "verdict": "价格上涨比出货增长更关键；用盈利正常化检验估值，不能只看最新单季年化。",
    "thesis": "数据中心转型已有收入证明，但季度收入增长大部分来自价格。投资解释需要同时容纳两件事：企业SSD结构改善可以持久，NAND高价与极高利润率可能不能。",
    "editorial_as_of": "2026-10-19",
    "facts": [
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        "title": "收入由价格驱动",
        "fact": "FY2026 Q4收入89.65亿美元；环比增长约三分之二来自价格。",
        "interpretation": "不能把51%的环比增长全部归因于出货或份额。",
        "source": "SNDK"
      },
      {
        "title": "盈利口径不同",
        "fact": "FY2026 GAAP摊薄EPS73.76美元，非GAAP为70.88美元。",
        "interpretation": "调整后利润并非总高于GAAP；模型明确选择非GAAP锚点。",
        "source": "SNDK"
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      {
        "title": "数据中心正在兑现",
        "fact": "Q4数据中心收入29.77亿美元，下一季收入指引103–108亿美元。",
        "interpretation": "数据中心收入与全公司指引分别比较，指引不当作已确认收入。",
        "source": "SNDK"
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    "views": [
      {
        "name": "产业与供需",
        "text": "NAND与HBM供给链不同，不把AI相关存储都当成同一种技术瓶颈。"
      },
      {
        "name": "成长与兑现",
        "text": "数据中心收入增长与企业客户结构支持转型，但仍需关注价格贡献。"
      },
      {
        "name": "预期与催化",
        "text": "新一季实际收入、合同条款和定价相对上季承诺的变化是催化。"
      },
      {
        "name": "宏观与资金",
        "text": "消费与企业需求共同影响NAND价格；折现与倍数会随风险偏好变化。"
      },
      {
        "name": "经营质量",
        "text": "合资制造的现金需求不只体现在直接capex，不能用小额购建支出认定资产极轻。"
      },
      {
        "name": "周期与风险",
        "text": "高毛利率若回归，EPS下降与PE压缩可能同时发生。"
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    ],
    "watch": [
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        "signal": "新季兑现",
        "test": "核对收入是否落在103–108亿美元，并拆分量价。",
        "invalidates": "增长主要靠提价而终端需求走弱。"
      },
      {
        "signal": "合同质量",
        "test": "检查新商业模式协议的期限、承诺与取消条款。",
        "invalidates": "客户仅表达意向，未形成可执行采购。"
      },
      {
        "signal": "真实资本回报",
        "test": "并看直接capex、合资投资和制造现金义务。",
        "invalidates": "只看简单CFO-capex会高估可分配现金。"
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      "title": "盈利能力 × 估值倍数",
      "basis": "FY2026非GAAP年度摊薄EPS；保留GAAP对照。",
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      "formula": "模型每股价值 = 年度EPS锚点 × 盈利倍数 × 假设PE ÷ (1 + 折现率)^年数；PE是压力参数，不是同业中位数。"
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    "limits": [
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      "盈利和PE会共同随周期变化，三情景没有赋予概率。"
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    "correction": "最新直接quarter现金流仍是Q1；研究引用FY2026全年与Q4公告，不把该quarter标签冒充Q4。",
    "sources": [
      {
        "id": "SNDK",
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{
  "symbol": "TSM",
  "profile": {
    "symbol": "TSM",
    "name": "台积电",
    "question": "先进制程优势已兑现，ADR价格要求怎样的增长？",
    "verdict": "业务强势有数据支撑；价格判断还要区分最新季度年化、年度盈利和ADR单位。",
    "thesis": "先进制程的收入与利润已经兑现，主要分歧是工艺与产能优势可以维持多久，以及海外制造和未来再投资会消耗多少经济回报。用官方每ADR的美元EPS避免错误混用台币普通股EPS。",
    "editorial_as_of": "2026-10-19",
    "facts": [
      {
        "title": "最新季报替代旧SEC",
        "fact": "2026 Q3美元收入467.2亿美元，同比增长41.2%。",
        "interpretation": "最新季度应以10月15日公司季报为准，不用2024年SEC标准字段替代。",
        "source": "TSM"
      },
      {
        "title": "制程结构",
        "fact": "Q3毛利率66.4%，7nm及以下占晶圆收入79%。",
        "interpretation": "先进制程组合与盈利一致，但不自动证明全部需求来自AI。",
        "source": "TSM"
      },
      {
        "title": "ADR单位明确",
        "fact": "公司披露Q3摊薄EPS为每ADR 4.60美元。",
        "interpretation": "模型用4.60×4作单季年化敏感性，不冒称TTM EPS。",
        "source": "TSM"
      }
    ],
    "views": [
      {
        "name": "产业与供需",
        "text": "节点、良率和先进封装是不同瓶颈，需要分别观察扩产与客户采用。"
      },
      {
        "name": "成长与兑现",
        "text": "先进工艺收入结构和利润率已经改善，继续关注产能利用与海外爬坡。"
      },
      {
        "name": "预期与催化",
        "text": "最新季度后的指引兑现比单纯引用技术领先更能改变判断。"
      },
      {
        "name": "宏观与资金",
        "text": "美元/台币、能源成本和资本开支影响利润；ADR与当地股票时点也可能不同。"
      },
      {
        "name": "经营质量",
        "text": "高毛利并不等于全部可分配现金，厂房设备与先进工艺投入必须保留。"
      },
      {
        "name": "周期与风险",
        "text": "地缘、客户集中及技术迁移风险可能触发倍数压缩，不能由高增长自动抵消。"
      }
    ],
    "watch": [
      {
        "signal": "下季交付",
        "test": "比较实际美元收入与公司Q4指引523–543亿美元。",
        "invalidates": "实际落后指引并且后续需求转弱。"
      },
      {
        "signal": "制程与利润",
        "test": "跟踪2nm/3nm占比、毛利率与海外厂爬坡成本。",
        "invalidates": "结构升级却不能维持盈利质量。"
      },
      {
        "signal": "资本回报",
        "test": "核对年度资本开支与现金流，不只看EPS。",
        "invalidates": "扩张所需再投资长期压低回报。"
      }
    ],
    "model": {
      "kind": "earnings",
      "title": "盈利能力 × 估值倍数",
      "basis": "2026 Q3每ADR美元摊薄EPS×4，仅作单季年化起点。",
      "parameters": {
        "eps": 18.4,
        "factor": 1.15,
        "pe": 24,
        "years": 1,
        "discount": 0.1
      },
      "controls": [
        {
          "key": "factor",
          "label": "盈利相对锚点的倍数",
          "min": 0.25,
          "max": 2,
          "step": 0.05,
          "unit": "倍"
        },
        {
          "key": "pe",
          "label": "市盈率假设",
          "min": 8,
          "max": 80,
          "step": 1,
          "unit": "倍"
        }
      ],
      "scenarios": {
        "bear": {
          "factor": 0.8,
          "pe": 16
        },
        "base": {
          "factor": 1.15,
          "pe": 24
        },
        "bull": {
          "factor": 1.5,
          "pe": 30
        }
      },
      "reverse": {
        "key": "factor",
        "label": "支持当前报价所需的盈利 / 锚点",
        "unit": "倍",
        "range": [
          0,
          10
        ]
      },
      "formula": "模型每股价值 = 年度EPS锚点 × 盈利倍数 × 假设PE ÷ (1 + 折现率)^年数；PE是压力参数，不是同业中位数。"
    },
    "limits": [
      "单季年化存在季节性，折现一年仅为统一情景口径，不是完整DCF。",
      "未从台币利润除美元报价计算PE，也未把普通股数当ADR数。"
    ],
    "correction": "SEC标准字段落后于公司最新季报，主报告改用官方Q3每ADR美元口径。",
    "sources": [
      {
        "id": "TSM",
        "title": "台积电 官方业绩披露",
        "url": "https://investor.tsmc.com/english/encrypt/files/encrypt_file/qr/phase4_reports/2026-10/cb1c588cc3b2009f97afa57a6d7c146ae1e27808/3Q26%20EarningsRelease_WoG.pdf",
        "published": "2026-10-15",
        "receipt": {
          "url": "https://investor.tsmc.com/english/encrypt/files/encrypt_file/qr/phase4_reports/2026-10/cb1c588cc3b2009f97afa57a6d7c146ae1e27808/3Q26%20EarningsRelease_WoG.pdf",
          "fetched_at": "2026-10-19T18:20:08+08:00",
          "http_status": 200,
          "sha256": "f309546ad88dc07408a5614cc1d541013e7b85fa168c97f5ae3d3df149b25d80",
          "attempts": 1,
          "status": "ok",
          "bytes": 162119
        }
      }
    ],
    "authorship": "当前Codex对话逐家检索官方披露、编辑研究框架及代码复算；不是一次新的全自动CLI运行，也不是用户已确认的投资观点。"
  },
  "quote": {
    "symbol": "TSM",
    "price": 412.61,
    "currency": "USD",
    "market_time_utc": "2026-10-16T20:00:02+00:00",
    "exchange": "NYQ",
    "exchange_timezone": "America/New_York",
    "observation_age_days": 3,
    "provider": "Yahoo Finance chart (unofficial)",
    "realtime_entitlement": "not_verified",
    "boundary": "Last reported regular-session price; not guaranteed real time. Weekend/holiday age is not itself a feed failure.",
    "source_url": "https://query1.finance.yahoo.com/v8/finance/chart/TSM?interval=1d&range=5d",
    "status": "ok"
  },
  "scenarios": {
    "bear": {
      "value_per_share": 214.10909090909087,
      "ledger": {
        "annual_eps_anchor": 18.4,
        "earnings_factor": 0.8,
        "scenario_eps": 14.719999999999999,
        "pe_assumption": 16,
        "discount_years": 1
      },
      "parameters": {
        "eps": 18.4,
        "factor": 0.8,
        "pe": 16,
        "years": 1,
        "discount": 0.1
      },
      "upside_pct": -48.10860354594148
    },
    "base": {
      "value_per_share": 461.6727272727272,
      "ledger": {
        "annual_eps_anchor": 18.4,
        "earnings_factor": 1.15,
        "scenario_eps": 21.159999999999997,
        "pe_assumption": 24,
        "discount_years": 1
      },
      "parameters": {
        "eps": 18.4,
        "factor": 1.15,
        "pe": 24,
        "years": 1,
        "discount": 0.1
      },
      "upside_pct": 11.890823604063684
    },
    "bull": {
      "value_per_share": 752.7272727272725,
      "ledger": {
        "annual_eps_anchor": 18.4,
        "earnings_factor": 1.5,
        "scenario_eps": 27.599999999999998,
        "pe_assumption": 30,
        "discount_years": 1
      },
      "parameters": {
        "eps": 18.4,
        "factor": 1.5,
        "pe": 30,
        "years": 1,
        "discount": 0.1
      },
      "upside_pct": 82.43069065879946
    }
  },
  "implied": 1.0277875905797105,
  "sensitivity": [
    {
      "x": 0.25,
      "y": 8.0,
      "value": 33.454545454545446
    },
    {
      "x": 0.25,
      "y": 26.0,
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    {
      "x": 0.25,
      "y": 44.0,
      "value": 183.99999999999997
    },
    {
      "x": 0.25,
      "y": 62.0,
      "value": 259.27272727272725
    },
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      "y": 80.0,
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      "y": 8.0,
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      "y": 44.0,
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      "x": 1.125,
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    {
      "x": 1.125,
      "y": 80.0,
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    {
      "x": 1.5625,
      "y": 8.0,
      "value": 209.09090909090904
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    {
      "x": 1.5625,
      "y": 26.0,
      "value": 679.5454545454544
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    {
      "x": 1.5625,
      "y": 44.0,
      "value": 1149.9999999999998
    },
    {
      "x": 1.5625,
      "y": 62.0,
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    {
      "x": 1.5625,
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      "value": 2090.9090909090905
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    {
      "x": 2.0,
      "y": 8.0,
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    {
      "x": 2.0,
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      "x": 2.0,
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  ],
  "boundary": "Conditional pricing experiment, not consensus, recommendation, audited valuation or a probability-weighted forecast. Editorial facts are dated and are not automatically refreshed by quote changes."
}