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Domer 的预测市场数学——从扑克到 Polymarket 的 300 万美元

职业扑克玩家用期望值、凯利公式和贝叶斯更新在预测市场赚了 300 万美元,但文章后半段从"独立研究"突然转向"跟单复制",逻辑自相矛盾,且隐含明显的产品推广动机。
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2026-03-12 原文链接 ↗
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核心观点

  • 期望值(EV)是唯一的决策标准 赢的次数不重要,重要的是每笔下注的期望值是否为正、仓位是否与优势匹配。Domer 承认输的注可能比赢的多,但因为赢时赢得多,所以长期盈利。这颠覆了"追求胜率"的平庸思维。
  • 研究深度胜过反应速度 Domer 最大的收益来自提前数月完成的深度研究(如 Vance 交易),而非抢新闻。这意味着真正的 alpha 来自"结构性理解"而非"信息速度",对标的是投资者心态而非赌徒心态。
  • 专家盲点:专业性反而是障碍 领域专家在预测自己擅长领域时表现最差,因为过度加权专业知识。Domer 刻意寻找自己不熟悉的市场,因为那里大家都从同样的无知起步,谁先搞明白谁就赢。
  • "人群定价"与"证据结论"的差距是盈利源 Polymarket 的机会来自大众被媒体叙事锚定、而非基准概率锚定的市场。这是对市场无效性的精准观察,但随着机构入场,这种红利正在缩短。
  • 凯利公式与贝叶斯更新是可迁移的工具 这些不是 Domer 发明的,而是概率论基础。但文章刻意淡化了最致命的难点——如何准确估算"真实概率(p)",这依赖极高的信息获取和主观判断能力,无法简单套公式。

跟我们的关联

  • 对 ATou 意味着什么 这套框架(EV + Kelly + 贝叶斯)可直接迁移到任何资源分配决策:产品路线选择、团队预算分配、职业选择。关键是建立"过程导向"而非"结果导向"的评价体系,奖励流程正确但运气不好的尝试。下一步可以尝试对每个重大决策显式计算 EV 和仓位,而不是凭感觉。
  • 对 Neta 意味着什么 预测市场本质上是"信息不对称的竞争场"。当大家都无知时,谁的贝叶斯更新速度快、谁的研究深度够,谁就能收割。这对海外增长、新市场判断有启发:不必拘泥于"本土竞品更懂当地",你的优势来自对规则、流程、定价结构的深度研读。
  • 对 Uota 意味着什么 AI Agent 的决策底层逻辑就是 Domer 的框架:观测 → 建模概率 → 计算 EV → 根据 Kelly 分配资源 → 执行 → 贝叶斯更新 → 循环。真正聪明的 Agent 不是"接口多、动作快",而是有显式的 EV 评估器、资源分配器和贝叶斯更新器。

讨论引子

1. 在你的工作中,是否存在"赢的次数多但赚的钱少"或"赢的次数少但赚的钱多"的现象?这背后的 EV 逻辑是什么?

2. 你最近做过的最大决策,当时是基于"感觉"还是基于显式的概率估计?如果要用 EV 框架重新评估,结论会改变吗?

3. 跟单顶级交易者真的能复制他们的收益吗?滑点、流动性、策略失效等风险如何量化?

Domer 曾是一名职业扑克玩家,他把数学、概率与钢铁般的纪律,变成了在 Polymarket 上的 300 万美元收益。

他还与安德森·库珀(Anderson Cooper)一起登上 CBS 的《60 分钟》,详细讲清了自己究竟是怎么做到的。

“我的手机就是我的咖啡”

当安德森·库珀问起 “Domer” 的晨间例行流程是什么样子时,他几乎不假思索地回答:“我醒来后五秒内就会看手机。‘我错过了什么?’我的手机就是我的咖啡。新闻不睡觉。”

Domer 在 Polymarket 上使用的用户名是 ImJustKen。他在 10,000+ 个头寸上累计下注超过 4 亿美元。仅 2024 年,他就获利近 300 万美元。这一切都能在 Polymarket 的排行榜上公开核验。

他也是前职业扑克玩家。2025 年 11 月,《60 分钟》节目组找上门时,扑克与预测市场这两个世界之间的关联,正是故事的核心。

原话:“我不觉得自己是在赌博。我是在对事情形成非常、非常充分研究过的观点。我觉得这更像是在投资”

这种将概率估计、资金管理纪律与逆向研究严密结合的做法,如今已成为预测市场圈子里认真研究的对象。

从扑克到 Polymarket:公开记录显示了什么

Domer 的起点,是 2000 年代中期网络扑克的“黄金时代”,当时他是一名职业扑克玩家。

美国政府关停在线扑克后,他转去下注电影票房;随后又通过 Intrade 进入政治预测市场——直到政府也把它关掉。再后来,Polymarket 出现了。

用他在 2024 年 10 月接受 On Chain Times 采访时的话说:“预测市场基本上就是慢动作的扑克牌局,你可以通过更深入的研究击败对手。”

他在 2021 年初加入 Polymarket,此后就再也没有回头。到今天,他以成交量(4 亿美元+)和历史总利润(约 300 万美元)两项指标,成为平台上的头号交易者。

他的一些话,足以彻底改变你在 Polymarket 上的视野与策略:

“我觉得我输的注可能略多于赢的注,但我赢到的钱比输掉的钱还多。这个你自己琢磨吧。”

为什么扑克和 Polymarket 是同一场游戏

Domer 从扑克带来的关键洞见,并不是某个具体公式,而是一套心理框架:每一个决策都必须按“概率加权的期望值”来评估;仓位要与之匹配;执行时不让情绪插手。

在扑克里,这把职业选手与业余玩家区分开来;在 Polymarket 上,它把 Domer 与人群区分开来。

每一笔优秀的预测市场交易背后的三条公式

这些并不是 Domer 发明的公式——它们是概率论与信息论的基础工具,几十年来一直被职业扑克玩家、体育博彩玩家与量化交易者使用。它们可以直接迁移到预测市场。

1. 期望值(Expected Value)——唯一重要的数字

在 Polymarket 上,YES 合约在事件发生时支付 $1,不发生则支付 $0。你购买它时,需要支付当前的市场价格。

每一笔交易都可以归结为一个问题:你的概率估计,是否高于价格所隐含的概率?

p = 你对事件真实概率的估计(基于你的研究,而不是市场的) price = 当前 YES 合约价格(市场隐含概率) EV = 每承担 $1 风险的期望利润。交易时必须 > 0。

Vance 交易示例: Domer 估计的概率:~20–30%(基于命名逻辑 + 研究) 市场价格:$0.02(市场隐含概率:2%) EV = 0.25 − 0.02 = 每投入 1 美元期望赚 +$0.23。优势巨大。

!! “简化写法:EV = p − price” 只有在 NO 的支付同样为 $1 时才是严格精确的(在 Polymarket 的二元市场里确实如此)。因此,这个公式对 Polymarket 是正确的。

2. 凯利公式(Kelly Criterion)——下注多少

凯利公式(Kelly Criterion,贝尔实验室,1956)用于计算:在你拥有已知优势的下注中,应该拿出资金的多少比例来承担风险,才能在数学意义上达到最优。

它在尽量避免破产的同时,使长期财富增长率最大化。职业扑克玩家会用它(或它的近似版本)来做资金管理决策。

f* = 下注资金占总资金的比例(例如 0.25 = 总资金的 25%) b = 净赔率(赢时每承担 $1 风险的利润 = (1−price)/price) p = 你估计的获胜概率 | q = 估计的失败概率(1−p)

*Vance 交易示例: ** p = 0.25, price = 0.02 → b = (1−0.02)/0.02 = 49 f = (49 × 0.25 − 0.75) / 49 = 0.236 = 资金的 23.6%(满凯利 Full Kelly)

!! 实操中,职业下注者通常会使用 1/4 Kelly 到 1/2 Kelly。只有当你的概率估计完全准确——而这永远做不到——满凯利(Full Kelly)才在数学上最优。

Domer 表示,他会根据确信程度做很多小注,也会下少数大注。他并未公开说明自己精确的仓位计算公式。

Vance 交易用 1/2 Kelly:约为资金的 11.8%。若下注 $4,000,则意味着入场时总资金约为 ~$34K。

3. 贝叶斯更新(Bayesian Updating)——如何看待新信息

每个熟练的扑克玩家都会本能地这么做:随着每一张新牌亮出,他们会调整对对手手牌的估计——不会把先前判断全盘推翻,而是按比例更新。

这就是贝叶斯推理。Domer 明确地把它用在这里:

“下注可以是一段过程。它可以从直觉开始。但当你要过渡到大额下注时,你必须依靠远不止直觉的东西。”

P(A) = 先验:新信息出现前你的概率估计 P(B | A) = 似然:如果 A 为真,这个新信号出现的概率有多大? P(B) = 边际:这个信号总体上出现的概率有多大(基准)? P(A | B) = 后验:看到新信号后,你更新后的概率

Vance 交易(示意性演练): 先验 P(Vance) = 0.05(直觉判断,比市场的 0.02 更高) 新信号:特朗普在集会上公开称赞 Vance P(信号 | Vance 赢得副总统提名) = 0.70 P(信号 | Vance 未赢得副总统提名) = 0.30 → P(信号) ≈ 0.32

群体 vs. 数学:差距存在的地方

Polymarket 的核心盈利机会,来自“人群定价”与“证据所支持的结论”之间的差距。

Domer 反复识别到这一点——他最大的胜利,来自那些人群被媒体叙事锚定、而非基准概率锚定的市场。

“双栏规则”:大众 vs. 证据

纪律:Domer 公开表达过的原则

这些不是凭空发明的规则——而是 Domer 在 CBS 采访、On Chain Times 采访,以及他自己在 X 上的发文中直接表达过的原则。每一条都有出处。

  1. 按你的优势下注——仅此而已

你下注时应遵循的宽松指导是:下注规模要与你的优势相匹配。

如果你找不到优势,就不要下注。如果你找到很大的优势,就下重注。很多人在没有优势的时候下得太多了。

  1. 拼研究,不拼反应

Domer 最大的胜利来自远早于事件发生前就完成的研究:Vance 那一笔提前了 5 个月下单。

“教皇”那一笔需要对教宗选举会议(conclave)的运行机制做深度研究。他说自己读了很多关于特朗普 2016 年副总统挑选流程的文章,才找到了 Vance 的模式。

  1. 高流动性会把你困进“下过头”的陷阱

高流动性有时反而是坏事,因为你可能仅仅因为“能下得进去”,就下注超过了应有的规模。

要小心市场的高流动性诱使你伸得太远。我可能就有过这种毛病——只是因为流动性高,就下得太多。

  1. 领域专家也会错——而且错得很“有特征”

超级领域专家有时在预测自己擅长的事上反而很糟糕。他们会过度加权自己的专业性。

他会刻意寻找自己不熟悉主题的市场——因为在那种地方,每个人都是从同样的无知起步,而“谁先搞明白”这场竞赛,正是优势所在。

  1. 把你的下注拿去和聪明人对一对

我很聪明,但不是每一次都聪明,而且我肯定不是最聪明的那个人。

所以,和聪明人交流、做一次现实校准很重要。把下注当职业,会是一种很“浪人”式的存在——但你仍需要和其他浪人聊聊。

  1. 流程正确,即便输掉也仍是好下注

在那笔关于 CZ 入狱的下注上,他输了,但他说:“那是个非常精彩的下注,尽管它输了。”

这正是职业扑克玩家的核心心智模型——评估的是过程,而不只是结果。一次糟糕的结果,并不能否定严谨的推理。

  • 来源:Domer,On Chain Times 采访,2024 年 10 月

没必要重复造轮子,你可以直接复制已经存在的东西。

你可以复制 Domer 或其他顶级交易者做过的交易。

要做到这一点,先选好交易者(不要选每秒开 15 笔交易的机器人)。

你需要的是 PNL 很好、且预测数量不要太夸张的交易者。

比如,每月 100–300 个预测是正常的。每月 1000+ 个预测,大概率是机器人。

使用高质量的跟单工具。我用 Predictr,因为它有高级设置、速度快、质量高。

Link: https://t.me/predictr_trade_bot?start=ref_deniskursakov

只要跟单做得好,你就能复刻顶级交易者的全部交易,并且轻松获利。

***如果你需要可跟单的顶级交易者,订阅我的主页即可,我经常会在那里发布他们。 ***

Domer 在 Polymarket 上的地址:0x9d84ce0306f8551e02efef1680475fc0f1dc1344

Huhaoli——这是 Polymarket 上一个不错的、非机器人账户的地址:0xf19d7d88cf362110027dcd64750fdd209a04276f

打开 App,点击 “Create Copy Trade” -> 粘贴 Polymarket 钱包地址,然后设置你想复刻该交易者交易规模的百分比。

例如:10%。那么,如果该交易者下注 $350,你就会下注 $35。请注意这一点,并先用小余额进行测试。

Domer 原则

预测市场不是赌场。这里没有庄家优势。你的对手方是其他参与者。 * “如果你研究得更仔细、概率估计得更准确、仓位设置得更理性——你就能从那些做不到的人身上攫取价值。不是每一笔下注都如此。*但在足够大的样本里:你会持续做到

Domer is a former professional poker player who turned mathematics, probability, and iron discipline into $3 million on Polymarket.

Domer 曾是一名职业扑克玩家,他把数学、概率与钢铁般的纪律,变成了在 Polymarket 上的 300 万美元收益。

He appeared on CBS's 60 Minutes with Anderson Cooper to explain exactly how he did it.

他还与安德森·库珀(Anderson Cooper)一起登上 CBS 的《60 分钟》,详细讲清了自己究竟是怎么做到的。

"My phone is my coffee"

“我的手机就是我的咖啡”

When Anderson Cooper asked "Domer" what his morning routine looks like, the answer was immediate: "I look at my phone within five seconds of waking up. 'What have I missed?' My phone is my coffee. The news doesn't sleep."

当安德森·库珀问起 “Domer” 的晨间例行流程是什么样子时,他几乎不假思索地回答:“我醒来后五秒内就会看手机。‘我错过了什么?’我的手机就是我的咖啡。新闻不睡觉。”

Domer - who uses the handle ImJustKen on Polymarket. He has wagered more than $400 million across 10,000+ positions. In 2024 alone, he made nearly $3 million in profit. All of that is publicly verifiable on Polymarket's leaderboard.

Domer 在 Polymarket 上使用的用户名是 ImJustKen。他在 10,000+ 个头寸上累计下注超过 4 亿美元。仅 2024 年,他就获利近 300 万美元。这一切都能在 Polymarket 的排行榜上公开核验。

He is also a former professional poker player. And when CBS 60 Minutes came calling in November 2025, the connection between the two worlds was the heart of the story.

他也是前职业扑克玩家。2025 年 11 月,《60 分钟》节目组找上门时,扑克与预测市场这两个世界之间的关联,正是故事的核心。

Words: "I don't think of myself as a gambler. I'm taking very, very well-researched views on things. I feel it's much more akin to investing"

原话:“我不觉得自己是在赌博。我是在对事情形成非常、非常充分研究过的观点。我觉得这更像是在投资”

Rigorous blend of probability estimation, bankroll discipline, and contrarian research - is now the subject of serious study in prediction market circles.

这种将概率估计、资金管理纪律与逆向研究严密结合的做法,如今已成为预测市场圈子里认真研究的对象。

From Poker to Polymarket: What the Public Record Shows

从扑克到 Polymarket:公开记录显示了什么

Domer started as a professional poker player in the "golden era" of online poker in the mid-2000s.

Domer 的起点,是 2000 年代中期网络扑克的“黄金时代”,当时他是一名职业扑克玩家。

When the US government shut down online poker, he moved to movie box-office betting, then to political prediction markets via Intrade - until the government shut that down too. Then came Polymarket.

美国政府关停在线扑克后,他转去下注电影票房;随后又通过 Intrade 进入政治预测市场——直到政府也把它关掉。再后来,Polymarket 出现了。

In his own words from an October 2024 interview with On Chain Times: "Prediction markets are basically slow-motion poker hands where you can out-research your opponents."

用他在 2024 年 10 月接受 On Chain Times 采访时的话说:“预测市场基本上就是慢动作的扑克牌局,你可以通过更深入的研究击败对手。”

He joined Polymarket in early 2021 and has not looked back. He has since become the platform's top trader by both volume ($400M+) and all-time profit ~$3M.

他在 2021 年初加入 Polymarket,此后就再也没有回头。到今天,他以成交量(4 亿美元+)和历史总利润(约 300 万美元)两项指标,成为平台上的头号交易者。

Some of his words can completely change your vision and strategy on Polymarket:

他的一些话,足以彻底改变你在 Polymarket 上的视野与策略:

"I think I might be losing slightly more bets than I am winning, but winning more money than I am losing. I'll let you puzzle that one out"

“我觉得我输的注可能略多于赢的注,但我赢到的钱比输掉的钱还多。这个你自己琢磨吧。”

Why Poker and Polymarket Are the Same Game

为什么扑克和 Polymarket 是同一场游戏

The key insight Domer brings from poker is not a specific formula - it is a mental framework: every decision must be evaluated on its probability-weighted expected value, sized appropriately, and executed without emotional interference.

Domer 从扑克带来的关键洞见,并不是某个具体公式,而是一套心理框架:每一个决策都必须按“概率加权的期望值”来评估;仓位要与之匹配;执行时不让情绪插手。

In poker, this separates professionals from amateurs. On Polymarket, it separates Domer from the crowd.

在扑克里,这把职业选手与业余玩家区分开来;在 Polymarket 上,它把 Domer 与人群区分开来。

Three Formulas Behind Every Good Prediction Market Trade

每一笔优秀的预测市场交易背后的三条公式

These are not formulas Domer invented - they are foundational tools from probability theory and information theory, used by professional poker players, sports bettors, and quantitative traders for decades. They translate directly to prediction markets.

这些并不是 Domer 发明的公式——它们是概率论与信息论的基础工具,几十年来一直被职业扑克玩家、体育博彩玩家与量化交易者使用。它们可以直接迁移到预测市场。

1. Expected Value - The Only Number That Matters

1. 期望值(Expected Value)——唯一重要的数字

On Polymarket, a YES contract pays $1 if the event happens, $0 if it doesn't. You pay the current market price to buy it.

在 Polymarket 上,YES 合约在事件发生时支付 $1,不发生则支付 $0。你购买它时,需要支付当前的市场价格。

Every trade reduces to one question: is your probability estimate higher than the price implies?

每一笔交易都可以归结为一个问题:你的概率估计,是否高于价格所隐含的概率?

p = your estimated true probability of the event (your research, not the market's) price = the current YES contract price (market's implied probability) EV = expected profit per $1 risked. Must be > 0 to trade.

p = 你对事件真实概率的估计(基于你的研究,而不是市场的) price = 当前 YES 合约价格(市场隐含概率) EV = 每承担 $1 风险的期望利润。交易时必须 > 0。

Vance trade example: Domer's estimated probability: ~20–30% (based on naming logic + research) Market price: $0.02 (market's implied probability: 2%) EV = 0.25 − 0.02 = +$0.23 per dollar invested. Massive edge.

Vance 交易示例: Domer 估计的概率:~20–30%(基于命名逻辑 + 研究) 市场价格:$0.02(市场隐含概率:2%) EV = 0.25 − 0.02 = 每投入 1 美元期望赚 +$0.23。优势巨大。

!! "Simplified: EV = p − price" is only exact when the NO payout is also $1 (which it is on Polymarket binary markets). This formula is correct for Polymarket.

!! “简化写法:EV = p − price” 只有在 NO 的支付同样为 $1 时才是严格精确的(在 Polymarket 的二元市场里确实如此)。因此,这个公式对 Polymarket 是正确的。

2. Kelly Criterion - How Much to Bet

2. 凯利公式(Kelly Criterion)——下注多少

The Kelly Criterion (Bell Labs, 1956) calculates the mathematically optimal fraction of your bankroll to risk on a bet with a known edge.

凯利公式(Kelly Criterion,贝尔实验室,1956)用于计算:在你拥有已知优势的下注中,应该拿出资金的多少比例来承担风险,才能在数学意义上达到最优。

It maximizes long-run wealth growth while avoiding ruin. Professional poker players use it (or approximations of it) for bankroll decisions.

它在尽量避免破产的同时,使长期财富增长率最大化。职业扑克玩家会用它(或它的近似版本)来做资金管理决策。

f* = fraction of bankroll to bet (e.g., 0.25 = 25% of total capital) b = net odds (profit per $1 risked if you win = (1−price)/price) p = your estimated win probability | q = estimated loss probability (1−p)

f* = 下注资金占总资金的比例(例如 0.25 = 总资金的 25%) b = 净赔率(赢时每承担 $1 风险的利润 = (1−price)/price) p = 你估计的获胜概率 | q = 估计的失败概率(1−p)

*Vance trade example: ** p = 0.25, price = 0.02 → b = (1−0.02)/0.02 = 49 f = (49 × 0.25 − 0.75) / 49 = 0.236 = 23.6% of bankroll (Full Kelly)

*Vance 交易示例: ** p = 0.25, price = 0.02 → b = (1−0.02)/0.02 = 49 f = (49 × 0.25 − 0.75) / 49 = 0.236 = 资金的 23.6%(满凯利 Full Kelly)

!! Professional bettors typically use 1/4 Kelly to 1/2 Kelly in practice. Full Kelly is mathematically optimal only when your probability estimate is perfectly accurate - which it never is.

!! 实操中,职业下注者通常会使用 1/4 Kelly 到 1/2 Kelly。只有当你的概率估计完全准确——而这永远做不到——满凯利(Full Kelly)才在数学上最优。

Domer says he makes many small bets and some large ones based on conviction. He does not publicly specify his exact sizing formula.

Domer 表示,他会根据确信程度做很多小注,也会下少数大注。他并未公开说明自己精确的仓位计算公式。

1/2 Kelly on Vance trade: ~11.8% of bankroll. At $4,000 bet, that implies a total bankroll of ~$34K at entry.

Vance 交易用 1/2 Kelly:约为资金的 11.8%。若下注 $4,000,则意味着入场时总资金约为 ~$34K。

3. Bayesian Updating - How to Think About New Information

3. 贝叶斯更新(Bayesian Updating)——如何看待新信息

Every skilled poker player does this instinctively: as each new card is revealed, they adjust their estimate of what the opponent holds - they don't throw out their prior read, they update it proportionally.

每个熟练的扑克玩家都会本能地这么做:随着每一张新牌亮出,他们会调整对对手手牌的估计——不会把先前判断全盘推翻,而是按比例更新。

This is Bayesian reasoning. Domer applies this explicitly:

这就是贝叶斯推理。Domer 明确地把它用在这里:

"Bets can be a process. They start as a gut feeling. But when you're transitioning to large bets, you need to rely on far more than your gut."

“下注可以是一段过程。它可以从直觉开始。但当你要过渡到大额下注时,你必须依靠远不止直觉的东西。”

P(A) = prior: your probability estimate before new information P(B | A) = likelihood: how probable is this new signal if A is true? P(B) = marginal: how probable is this signal overall (baseline)? P(A | B) = posterior: your updated probability after the new signal

P(A) = 先验:新信息出现前你的概率估计 P(B | A) = 似然:如果 A 为真,这个新信号出现的概率有多大? P(B) = 边际:这个信号总体上出现的概率有多大(基准)? P(A | B) = 后验:看到新信号后,你更新后的概率

Vance trade (illustrative walkthrough): Prior P(Vance) = 0.05 (gut feeling, better than market's 0.02) New signal: Trump publicly praises Vance at rally P(signal | Vance wins VP) = 0.70 P(signal | Vance doesn't win VP) = 0.30 → P(signal) ≈ 0.32

Vance 交易(示意性演练): 先验 P(Vance) = 0.05(直觉判断,比市场的 0.02 更高) 新信号:特朗普在集会上公开称赞 Vance P(信号 | Vance 赢得副总统提名) = 0.70 P(信号 | Vance 未赢得副总统提名) = 0.30 → P(信号) ≈ 0.32

Crowd vs. Math: Where the Gap Lives

群体 vs. 数学:差距存在的地方

The core profit opportunity on Polymarket is the gap between what the crowd prices and what the evidence supports.

Polymarket 的核心盈利机会,来自“人群定价”与“证据所支持的结论”之间的差距。

Domer has identified this repeatedly - his biggest wins came from finding markets where the crowd was anchored to media narrative rather than base-rate probability.

Domer 反复识别到这一点——他最大的胜利,来自那些人群被媒体叙事锚定、而非基准概率锚定的市场。

The Two-Column Rule: Crowd vs. Evidence

“双栏规则”:大众 vs. 证据

Discipline: The Principles Domer Has Stated Publicly

纪律:Domer 公开表达过的原则

These are not invented rules - they are principles Domer has stated directly in the CBS interview, the On Chain Times interview, and his own X posts. Each has a source.

这些不是凭空发明的规则——而是 Domer 在 CBS 采访、On Chain Times 采访,以及他自己在 X 上的发文中直接表达过的原则。每一条都有出处。

  1. Bet in accordance with your edge - nothing more
  1. 按你的优势下注——仅此而已

The loose guide you should use to bet is that you want to bet in accordance with your edge.

你下注时应遵循的宽松指导是:下注规模要与你的优势相匹配。

If you don't find an edge, don't bet. If you find a big edge, bet a lot. A lot of people bet way too much when they don't have an edge.

如果你找不到优势,就不要下注。如果你找到很大的优势,就下重注。很多人在没有优势的时候下得太多了。

  1. Out-research, don't out-react
  1. 拼研究,不拼反应

Domer's biggest wins came from research done long before the event: the Vance trade was placed 5 months early.

Domer 最大的胜利来自远早于事件发生前就完成的研究:Vance 那一笔提前了 5 个月下单。

The Pope trade required deep research into papal conclave dynamics. He described reading articles about Trump's 2016 VP process to find the Vance pattern.

“教皇”那一笔需要对教宗选举会议(conclave)的运行机制做深度研究。他说自己读了很多关于特朗普 2016 年副总统挑选流程的文章,才找到了 Vance 的模式。

  1. High liquidity can trap you into overbetting
  1. 高流动性会把你困进“下过头”的陷阱

High liquidity can be a bad thing if you wind up betting more than you should just because you can.

高流动性有时反而是坏事,因为你可能仅仅因为“能下得进去”,就下注超过了应有的规模。

Be careful about markets being liquid enticing you to overreach. I am probably guilty of betting too much, just because of high liquidity.

要小心市场的高流动性诱使你伸得太远。我可能就有过这种毛病——只是因为流动性高,就下得太多。

  1. Subject-matter experts can be wrong - in a specific way
  1. 领域专家也会错——而且错得很“有特征”

Super subject-matter experts can sometimes be very bad at predicting the thing they're an expert in. They overweight their own expertise.

超级领域专家有时在预测自己擅长的事上反而很糟糕。他们会过度加权自己的专业性。

He deliberately seeks markets on unfamiliar topics - because everyone starts equally ignorant and the race to figure it out is where edge lives.

他会刻意寻找自己不熟悉主题的市场——因为在那种地方,每个人都是从同样的无知起步,而“谁先搞明白”这场竞赛,正是优势所在。

  1. Sound out your bets with smart people
  1. 把你的下注拿去和聪明人对一对

I'm smart, but not all the time, and I'm definitely not the smartest person.

我很聪明,但不是每一次都聪明,而且我肯定不是最聪明的那个人。

So it's important to talk to smart people and get a reality check. Betting as a career is a very ronin-like existence - but you need to talk to the other ronins.

所以,和聪明人交流、做一次现实校准很重要。把下注当职业,会是一种很“浪人”式的存在——但你仍需要和其他浪人聊聊。

  1. A lost bet with a correct process is still a good bet
  1. 流程正确,即便输掉也仍是好下注

On the CZ prison bet, which he lost: "It was a phenomenal bet, even though it lost."

在那笔关于 CZ 入狱的下注上,他输了,但他说:“那是个非常精彩的下注,尽管它输了。”

This is the poker professional's core mental model - evaluate the process, not just the outcome. One bad result doesn't invalidate sound reasoning.

这正是职业扑克玩家的核心心智模型——评估的是过程,而不只是结果。一次糟糕的结果,并不能否定严谨的推理。

  • Source: Domer, On Chain Times interview, Oct 2024
  • 来源:Domer,On Chain Times 采访,2024 年 10 月

There's no need to reinvent the wheel. You can simply copy what already exists.

没必要重复造轮子,你可以直接复制已经存在的东西。

You can copy trades made by Domer or other top traders.

你可以复制 Domer 或其他顶级交易者做过的交易。

To do this, select good traders (not bots that open 15 trades per second).

要做到这一点,先选好交易者(不要选每秒开 15 笔交易的机器人)。

You need traders with good PNL and not too many predictions.

你需要的是 PNL 很好、且预测数量不要太夸张的交易者。

For example, 100-300 predictions per month is normal. 1000+ predictions per month is most likely a bot.

比如,每月 100–300 个预测是正常的。每月 1000+ 个预测,大概率是机器人。

Use a high-quality copying tool. I use Predictr because it has advanced settings, high speed, and high quality.

使用高质量的跟单工具。我用 Predictr,因为它有高级设置、速度快、质量高。

Link: https://t.me/predictr_trade_bot?start=ref_deniskursakov

Link: https://t.me/predictr_trade_bot?start=ref_deniskursakov

With good copy trading, you can repeat all the trades of top traders and simply make a profit.

只要跟单做得好,你就能复刻顶级交易者的全部交易,并且轻松获利。

***If you need top traders to copy, subscribe to my profile, as I often post them there. ***

***如果你需要可跟单的顶级交易者,订阅我的主页即可,我经常会在那里发布他们。 ***

Domer adress on Polymarket: 0x9d84ce0306f8551e02efef1680475fc0f1dc1344

Domer 在 Polymarket 上的地址:0x9d84ce0306f8551e02efef1680475fc0f1dc1344

Huhaoli - this is the address of a good not a bot-account on Polymarket: 0xf19d7d88cf362110027dcd64750fdd209a04276f

Huhaoli——这是 Polymarket 上一个不错的、非机器人账户的地址:0xf19d7d88cf362110027dcd64750fdd209a04276f

Open the app, click "Create Copy Trade" -> paste the Polymarket wallet address and set the percentage of the trader's transaction that you want to repeat.

打开 App,点击 “Create Copy Trade” -> 粘贴 Polymarket 钱包地址,然后设置你想复刻该交易者交易规模的百分比。

For example: 10%. Then, if the trader bets $350, you will bet $35. Please note this and test it on a small balance.

例如:10%。那么,如果该交易者下注 $350,你就会下注 $35。请注意这一点,并先用小余额进行测试。

The Domer Principle

Domer 原则

Prediction markets are not casinos. There is no house edge. Your counterparty is other participants. * "If you research more carefully, estimate probabilities more accurately, and size positions more rationally - you will extract value from those who don't. Not on every bet. *But over a large sample: consistently"

预测市场不是赌场。这里没有庄家优势。你的对手方是其他参与者。 * “如果你研究得更仔细、概率估计得更准确、仓位设置得更理性——你就能从那些做不到的人身上攫取价值。不是每一笔下注都如此。*但在足够大的样本里:你会持续做到

Link: http://x.com/i/article/2030588263254097920

Link: http://x.com/i/article/2030588263254097920

相关笔记

Domer is a former professional poker player who turned mathematics, probability, and iron discipline into $3 million on Polymarket.

He appeared on CBS's 60 Minutes with Anderson Cooper to explain exactly how he did it.

"My phone is my coffee"

When Anderson Cooper asked "Domer" what his morning routine looks like, the answer was immediate: "I look at my phone within five seconds of waking up. 'What have I missed?' My phone is my coffee. The news doesn't sleep."

Domer - who uses the handle ImJustKen on Polymarket. He has wagered more than $400 million across 10,000+ positions. In 2024 alone, he made nearly $3 million in profit. All of that is publicly verifiable on Polymarket's leaderboard.

He is also a former professional poker player. And when CBS 60 Minutes came calling in November 2025, the connection between the two worlds was the heart of the story.

Words: "I don't think of myself as a gambler. I'm taking very, very well-researched views on things. I feel it's much more akin to investing"

Rigorous blend of probability estimation, bankroll discipline, and contrarian research - is now the subject of serious study in prediction market circles.

From Poker to Polymarket: What the Public Record Shows

Domer started as a professional poker player in the "golden era" of online poker in the mid-2000s.

When the US government shut down online poker, he moved to movie box-office betting, then to political prediction markets via Intrade - until the government shut that down too. Then came Polymarket.

In his own words from an October 2024 interview with On Chain Times: "Prediction markets are basically slow-motion poker hands where you can out-research your opponents."

He joined Polymarket in early 2021 and has not looked back. He has since become the platform's top trader by both volume ($400M+) and all-time profit ~$3M.

Some of his words can completely change your vision and strategy on Polymarket:

"I think I might be losing slightly more bets than I am winning, but winning more money than I am losing. I'll let you puzzle that one out"

Why Poker and Polymarket Are the Same Game

The key insight Domer brings from poker is not a specific formula - it is a mental framework: every decision must be evaluated on its probability-weighted expected value, sized appropriately, and executed without emotional interference.

In poker, this separates professionals from amateurs. On Polymarket, it separates Domer from the crowd.

Three Formulas Behind Every Good Prediction Market Trade

These are not formulas Domer invented - they are foundational tools from probability theory and information theory, used by professional poker players, sports bettors, and quantitative traders for decades. They translate directly to prediction markets.

1. Expected Value - The Only Number That Matters

On Polymarket, a YES contract pays $1 if the event happens, $0 if it doesn't. You pay the current market price to buy it.

Every trade reduces to one question: is your probability estimate higher than the price implies?

p = your estimated true probability of the event (your research, not the market's) price = the current YES contract price (market's implied probability) EV = expected profit per $1 risked. Must be > 0 to trade.

Vance trade example: Domer's estimated probability: ~20–30% (based on naming logic + research) Market price: $0.02 (market's implied probability: 2%) EV = 0.25 − 0.02 = +$0.23 per dollar invested. Massive edge.

!! "Simplified: EV = p − price" is only exact when the NO payout is also $1 (which it is on Polymarket binary markets). This formula is correct for Polymarket.

2. Kelly Criterion - How Much to Bet

The Kelly Criterion (Bell Labs, 1956) calculates the mathematically optimal fraction of your bankroll to risk on a bet with a known edge.

It maximizes long-run wealth growth while avoiding ruin. Professional poker players use it (or approximations of it) for bankroll decisions.

f* = fraction of bankroll to bet (e.g., 0.25 = 25% of total capital) b = net odds (profit per $1 risked if you win = (1−price)/price) p = your estimated win probability | q = estimated loss probability (1−p)

*Vance trade example: ** p = 0.25, price = 0.02 → b = (1−0.02)/0.02 = 49 f = (49 × 0.25 − 0.75) / 49 = 0.236 = 23.6% of bankroll (Full Kelly)

!! Professional bettors typically use 1/4 Kelly to 1/2 Kelly in practice. Full Kelly is mathematically optimal only when your probability estimate is perfectly accurate - which it never is.

Domer says he makes many small bets and some large ones based on conviction. He does not publicly specify his exact sizing formula.

1/2 Kelly on Vance trade: ~11.8% of bankroll. At $4,000 bet, that implies a total bankroll of ~$34K at entry.

3. Bayesian Updating - How to Think About New Information

Every skilled poker player does this instinctively: as each new card is revealed, they adjust their estimate of what the opponent holds - they don't throw out their prior read, they update it proportionally.

This is Bayesian reasoning. Domer applies this explicitly:

"Bets can be a process. They start as a gut feeling. But when you're transitioning to large bets, you need to rely on far more than your gut."

P(A) = prior: your probability estimate before new information P(B | A) = likelihood: how probable is this new signal if A is true? P(B) = marginal: how probable is this signal overall (baseline)? P(A | B) = posterior: your updated probability after the new signal

Vance trade (illustrative walkthrough): Prior P(Vance) = 0.05 (gut feeling, better than market's 0.02) New signal: Trump publicly praises Vance at rally P(signal | Vance wins VP) = 0.70 P(signal | Vance doesn't win VP) = 0.30 → P(signal) ≈ 0.32

Crowd vs. Math: Where the Gap Lives

The core profit opportunity on Polymarket is the gap between what the crowd prices and what the evidence supports.

Domer has identified this repeatedly - his biggest wins came from finding markets where the crowd was anchored to media narrative rather than base-rate probability.

The Two-Column Rule: Crowd vs. Evidence

Discipline: The Principles Domer Has Stated Publicly

These are not invented rules - they are principles Domer has stated directly in the CBS interview, the On Chain Times interview, and his own X posts. Each has a source.

  1. Bet in accordance with your edge - nothing more

The loose guide you should use to bet is that you want to bet in accordance with your edge.

If you don't find an edge, don't bet. If you find a big edge, bet a lot. A lot of people bet way too much when they don't have an edge.

  1. Out-research, don't out-react

Domer's biggest wins came from research done long before the event: the Vance trade was placed 5 months early.

The Pope trade required deep research into papal conclave dynamics. He described reading articles about Trump's 2016 VP process to find the Vance pattern.

  1. High liquidity can trap you into overbetting

High liquidity can be a bad thing if you wind up betting more than you should just because you can.

Be careful about markets being liquid enticing you to overreach. I am probably guilty of betting too much, just because of high liquidity.

  1. Subject-matter experts can be wrong - in a specific way

Super subject-matter experts can sometimes be very bad at predicting the thing they're an expert in. They overweight their own expertise.

He deliberately seeks markets on unfamiliar topics - because everyone starts equally ignorant and the race to figure it out is where edge lives.

  1. Sound out your bets with smart people

I'm smart, but not all the time, and I'm definitely not the smartest person.

So it's important to talk to smart people and get a reality check. Betting as a career is a very ronin-like existence - but you need to talk to the other ronins.

  1. A lost bet with a correct process is still a good bet

On the CZ prison bet, which he lost: "It was a phenomenal bet, even though it lost."

This is the poker professional's core mental model - evaluate the process, not just the outcome. One bad result doesn't invalidate sound reasoning.

  • Source: Domer, On Chain Times interview, Oct 2024

There's no need to reinvent the wheel. You can simply copy what already exists.

You can copy trades made by Domer or other top traders.

To do this, select good traders (not bots that open 15 trades per second).

You need traders with good PNL and not too many predictions.

For example, 100-300 predictions per month is normal. 1000+ predictions per month is most likely a bot.

Use a high-quality copying tool. I use Predictr because it has advanced settings, high speed, and high quality.

Link: https://t.me/predictr_trade_bot?start=ref_deniskursakov

With good copy trading, you can repeat all the trades of top traders and simply make a profit.

***If you need top traders to copy, subscribe to my profile, as I often post them there. ***

Domer adress on Polymarket: 0x9d84ce0306f8551e02efef1680475fc0f1dc1344

Huhaoli - this is the address of a good not a bot-account on Polymarket: 0xf19d7d88cf362110027dcd64750fdd209a04276f

Open the app, click "Create Copy Trade" -> paste the Polymarket wallet address and set the percentage of the trader's transaction that you want to repeat.

For example: 10%. Then, if the trader bets $350, you will bet $35. Please note this and test it on a small balance.

The Domer Principle

Prediction markets are not casinos. There is no house edge. Your counterparty is other participants. * "If you research more carefully, estimate probabilities more accurately, and size positions more rationally - you will extract value from those who don't. Not on every bet. *But over a large sample: consistently"

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