Lake Cornelia Capital 的 Judd Arnold 谈 $TOI 及其他诸多话题
Judd Arnold 已从“过于自作聪明”的估值研究,转向寻找流动性较好的拐点机会:先小仓试错,等待证据出现,再激进加仓。 一位前同事发现,4到5个高确信度想法里通常只有1个真正奏效,这启发了他建立“二队仓位”,待逻辑开始兑现后再将仓位做大。流动性则保留了随时改变方向的能力。
新的筛选标准不只是便宜,而是拐点出现后“市场会在意”(“people will care”)。 Arnold 将那些长期便宜、流动性枯竭的股票,与 Nebius($NBIS)作对比:后者上市初期日成交约1–2百万股;Walker 预计它会变得高度活跃,日成交量可能达到2,500万股。Walker 还以 $ASTS、T1 Energy($TE)和 WGS 作为流动性充沛、由市场关注度驱动的拐点案例。
当公司催化剂与整个行业的重估同时到来时,传统估值可能退居次位。 Arnold 粗略拆分认为,一只股票的回报约40%来自市场、30%来自行业、30%来自公司自身;电力板块展示了这种组合的回报:一些股票在10年间一直按15–20%的自由现金流收益率交易,直到泛化资金涌入后估值大幅抬升。Talen Energy($TLN)带来的教训是,滞后的财务数据可能捕捉不到正在形成的稀缺性逻辑。
Arnold 对 $TOI 的核心判断是,按人头付费的肿瘤医疗模式可以消除“开最贵但临床上可接受的药”这一按服务收费激励。 TOI 向 Medicare Advantage 计划收取固定的会员月度费用,再通过更低成本的用药方案和门诊治疗实现相当的疗效。佛罗里达合同每位会员每月可带来约35美元,而加州约为3美元;TOI 覆盖的肿瘤医疗支出约占一份每月1,000–1,500美元保费中的30–50美元。
TOI 的扩张优势,取决于能否在不拥有每一家诊所的情况下控制临床医生的行为。 拉斯维加斯等市场过薄,MSO 对肿瘤科医生几乎没有议价能力;佛罗里达则同时拥有足够多的患者、医生和医院,让 TOI 可以设想一个由20%自有诊所和80% MSO 合作关系组成的网络。Walker 以 Evolent Health 为反面案例,认为其对网络及临床医生行为缺乏足够控制。
Walker 的核心质疑是,TOI 与 Cano Health、VillageMD、Oak Street 和 One Medical 背后的失败型价值医疗故事相似,CMS 或保险公司最终可能收回这部分经济利益。 Arnold 认为这一模式不存在 MLR 风险,因为成本大头来自药品,而医院高度依赖肿瘤药品分销利润。不过,他也承认 TOI 在 SPAC 上市后的全国抢地盘战略极其失败:SG&A 在患者到来前就从约4,000万美元升至1.2亿美元。
对 TOI 的投资本质上是一次执行力押注,而且经营杠杆异常之大。 Arnold 披露自己持有公司约2–4%的股份,并预计明年 EBITDA 为2,000万–4,000万美元,逐步达到2027年退出时7,500万美元的年化 EBITDA;按约1.3亿股、4,000万美元净债务计算,他给出的2年目标价为15–30美元,而讨论期间股价约为4–4.20美元。他认为更可能的退出买家是大型药品分销商支持的企业或私募股权基金。
仓位管理是一个立方体,而不是单一的信心分数:预期价格区间、每个价格对应的持仓规模,以及非连续性下行风险都必须纳入考量。 流动性无法防范停牌、欺诈或监管不利导致的跳空,因此即使上行空间达到100美元,Sable Offshore 可能出现的隔夜25–40%跌幅也必须限制仓位。Akorn 的并购套利挤压和 Warner Bros 低于敌意现金收购价交易,背后也是同一套路径逻辑:“前20没吃到,后20没吃到,中间60归你。”
1. 摆脱推介机器,改变了 Arnold 的研究流程
Arnold 在2020年初离开对冲基金,随后近5年从事咨询工作。他在分析师生涯中反复遇到的挫败感依旧存在:向老板或客户推介投资,往往奖励所谓独特的洞察,这会把他推向“过于自作聪明”的想法,或刻意寻找流动性不足的标的。
Walker 将这些复杂情形,与自己过去偏好的简单金融工程故事作了对比:比如一家公司营收增长2%、按10倍自由现金流估值,并用现金回购股票;或者一个加杠杆回购故事。他说,过去10年这类交易似乎并没有奏效,而更复杂的替代方案可能包括一个失控的 SPAC、一个被迫卖出的股东、数个正在失败的业务,以及其中一个可能有价值的资产。
Arnold 总结出的机构投资基准概率相当严峻:一份推介获得 PM 关注的概率或许只有10–20%,最终真正进入组合的概率则低于5%。他当时大约有10个咨询客户,通常会有至少1–2个客户产生兴趣,因此这套从观点到仓位的传导问题会实时暴露出来。
一位前同事复盘了3年的业绩后给出组合层面的启示:4到5个高确信度想法里,真正奏效的可能只有1个。他提出的解决方案是先持有“二队仓位”,待证据出现后再逐步加仓,这成为 Arnold 高确信度拐点投资的基本模式。
Substack 让 Arnold 可以仅仅因为“这很有意思”而写作,同时保持投资上的个人化和灵活性。Arnold 看重的是,当客户不喜欢某只股票时,自己可以直接转身离开;Walker 则单独提到,他希望拥有“你不喜欢?太好了”的否决权。Arnold 还提到,自己曾在20多美元时卖出全部公开讨论过的 Sable Offshore 仓位,最近又重新买回。
2. 流动性和“市场会在意”如今优先于显而易见的便宜
Arnold 有意用一部分“估值显而易见性”换取流动性。MiX Telematics 后来变成 Powerfleet,再变成 $AIOT;当时按筛选结果,股票的 EVA 估值可能只有7–8倍,而理论价值约为20倍,但它始终没有获得足以让逻辑在更广泛资金支持下复利的流动性。
Nebius 的讨论起点约为18美元,Arnold 认为在风险投资者入场后,接近20美元时可以加大押注。Walker 表示自己“100%确定市场会在意”,该股上市初期日成交约1–2百万股;他预计它会变得高度活跃,像 QQQ 一样,日成交量可能达到2,500万股。
Walker 回忆 $ASTS 时,判断甚至更不依赖传统估值精度:第一份合同将股价推至5美元后,股价回落至4美元,而认股权证在接近1美元交易。他记得自己当时的想法是:“我不知道,我只知道它会涨到50美元或100美元。”原因在于,市场关注度和流动性已经非常明显。
Walker 还提到 T1 Energy($TE),即前 FREYR,一只带有太阳能故事、流动性较好的前 SPAC 股票;他也提到 WGS,这家外显子组和基因组公司据称从约2美元涨至约140美元。TOI 的逻辑没有这么显而易见,但一家增长率为20%的医疗服务公司,如果资本结构固定、市场空间可持续5–10年,只要执行开始显现,仍然可能获得市场关注。
3. 行业拐点可以压倒旧有估值体系
Arnold 表示,自己“越来越不受传统估值指标约束”,但更加依赖故事、流动性和右尾潜力。对于一只规模150–200亿美元的基金,投资者必须真正判断正确;而在5亿–10亿美元规模下,只要流动性足够,即使无法在20年维度上做到“智识上完全正确”,也可以实现变现。
他过去的框架是,一只普通股票的回报约40%来自市场、30%来自行业、30%来自公司自身。因此,判断行业方向几乎与寻找公司特异性 alpha 同等重要;最好的结果,往往发生在行业和公司两个层面的拐点同时出现时。
Power 是 Arnold 最具教育意义的反面案例。多年的困境投资经验告诉他,发电商“每7年就会破产”,因此尽管了解 Talen 的电厂,他还是忽视了这家公司。随后,数据中心需求将泛化资金带入一个长期按15–20%自由现金流收益率定价的行业,而 CEG 最终涨至约35倍市盈率。
TOI 更接近“一家独立运行的公司”。Arnold 认为其短期经营经济性对市场不敏感;在2年维度上,股价变动中可能有90%来自公司自身的特异性因素,因此 TOI 的仓位可以做得大于商品生产商、周期性零售商或受 GDP 敏感的消费股。
4. TOI 将更低成本的肿瘤医疗交付方式变现
TOI 采购抗癌药,通过诊所配药,并提供输液及相关肿瘤服务。Arnold 估计,约一半患者通过医院接受治疗,而医院是成本最高的渠道;整个生态中约95%的业务仍处在按服务收费的激励体系下。
大型药品分销商可以按 ASP 减20%左右的价格采购药品,而按服务收费的基准是 ASP 加6%,由此形成有吸引力的价差,也让门诊治疗能够低于医院成本。但这些机构的经济激励仍然是做大用量:一款2万美元疗法的6%收益,显然比一款2,000美元替代疗法的6%收益更高。
TOI “更进一步”。公司会审核可用疗法,在判断患者疗效相当的情况下选择成本更低的方案;随后向 Medicare Advantage 计划收取按人头计价的费用,而不是尽可能扩大可报销的药品用量。
Arnold 将可触达的经济空间定义为:一份每月1,000–1,500美元的 Medicare Advantage 保费,其中 TOI 覆盖的肿瘤医疗成本约为每位会员每月30–50美元。TOI 可以提出按每位会员每月约30美元承接整个网络的风险,同时声称相对现有基准可节省约20美元/会员/月。
5. 临床控制力和本地密度决定 TOI 能否扩张
医院让医疗改革更加复杂,因为肿瘤药品分销收入可能占医院利润的25–30%,而医院本身只是利润率为2–3%的生意。Arnold 认为,相比肿瘤医疗,CMS 更容易打击可疑的耐用医疗设备或皮肤移植支出:“他们不想把人弄死。”动摇医院的经济基础会带来系统性后果。
运营层面的障碍不只是找出哪种药更便宜,TOI 还需要肿瘤科医生遵循公司的治疗协议。Walker 以 Evolent Health 为失败案例:他认为这家价值医疗服务商对自己的网络和临床医生行为缺乏足够控制,MLR 失控,股价在2年内从约35美元跌至4美元。
拉斯维加斯的市场过于集中,难以让这套模式形成议价能力:当地可能只有约50名相关肿瘤科医生,一旦医生因高价处方受到质疑,完全可以反问网络还能把业务转到哪里。佛罗里达则拥有密集的患者、医院和肿瘤科医生,TOI 因而能对不愿配合的医生施加更大压力。
这种密度创造了规模化的突破口。TOI 不必雇佣每一名肿瘤科医生——这一过程需要6–9个月——而是认为佛罗里达、得州、俄亥俄州以及可能的北卡罗来纳州,可以支持约20%自有诊所、80% MSO 合作关系的结构。佛罗里达的会员月度经济收益约为35美元,而高度委托管理的加州约为3美元。
6. 转型正在兑现,但失败的价值医疗模式仍挥之不去
TOI 在 SPAC 上市后的原始战略是全国性抢地盘。公司在2年内将 SG&A 从约4,000万美元扩大至1.2亿美元,产能先于患者到位,“就是在烧钱”;约2.5年前新 CEO 上任时,Arnold 认为公司已经处在可能破产的边缘。
最近的转型,是将佛罗里达诊所产能与按人头付费合同结合起来。在这些合同落地前,按服务收费的需求先填满了诊所;TOI 报告的毛利率约为15–17%,而 Arnold 认为按人头付费业务的利润率为15–20%。随着药品和患者服务的产能都转向按人头付费,他预计增量利润率约为20%,并表示 Q4 EBITDA 有望实现盈亏平衡。
Walker 的反驳值得保留:Cano Health、VillageMD、Oak Street 和 One Medical 都曾推销过低成本门诊价值医疗的不同版本,最终却让投资者承受损失。Arnold 的区分在于,药品驱动的模式不存在 MLR 风险;同时,随着 TOI 将每名护士执业者对应的肿瘤科医生数量从约4名降至1:1,人员成本也会下降。
访谈中的收入倍数数据存在冲突:Arnold 先说 TOI 的交易价格低于收入的1倍,之后又说是收入的7倍。其他估算则保持明确:约1.3亿股、4,000万美元净债务、明年 EBITDA 为2,000万–4,000万美元,2027年可能达到7,500万美元的退出年化 EBITDA。Arnold 的2年目标价为15–30美元;接近2倍收入时,他会重新评估,并认为私募股权是可能的买家。
7. 报销风险既可能压缩利润,也可能创造上行空间
Walker 提出了管理式医疗中的标准问题:即使 TOI 能够节省成本,CMS 或保险公司为什么不能直接下调固定费率,要求它“接受,否则滚蛋”?Arnold 的回答是,TOI 所处的位置是降低肿瘤医疗成本,而不是利用某个孤立的报销漏洞。
Arnold 的现场考察强化了这一判断。TOI 在佛罗里达的首席肿瘤科医生此前供职于 ChenMed,他将这种模式称为“事情本来就该这样运行的方式”;不过 Walker 的担忧仍然存在:健康保险计划最终可能会留下更多节省下来的收益。
Arnold 表示,他认为 Keytruda 将于2028年失去专利保护,但 TOI 的医学负责人拒绝立即将其1:1替换为生物类似药。他们预计,医生行为和按服务收费的激励,将使两者的收敛延后4–5年。
这种滞后本身可能形成一个利润池:在报销基准仍然偏高时,TOI 可以使用成本更低的 Keytruda 替代方案。Arnold 提出,价差可能贡献公司利润的20–30%,但他明确强调,这只是一个假设,不代表当前盈利。
8. 仓位管理是3维问题,而不是信心分数
Arnold 应对确认偏误的第一道防线,是持有流动性好的组合,并且愿意及时清仓。Walker 准确地指出了这句口号的局限:一只流动性好的股票仍可能因欺诈在一夜之间被停牌,复牌时接近零美元,连最快的交易者都来不及做出选择。
Arnold 将自己的观点收窄到没有明显欺诈风险的股票,同时承认欺诈、盈利断崖、监管决定以及“跳向违约”的情形,都无法依靠正常流动性解决;这些风险必须在初始阶段压低仓位。比如,即便 Sable 的上行空间远大于下行空间,加州监管部门采取行动仍可能导致股价隔夜跳跌25–40%。
仓位大小因此取决于对下行边界的信心,而不只是投资热情。Arnold 会问:这家公司是否处在自己的能力圈内,自己是否可能漏掉了什么,损失是否有边界。在研究 TOI 数年并形成确信后,他认为自己有能力将其建成重大仓位。
他的几何化框架是一个立方体:股价可能从10美元走到20美元的路径、在10美元、11美元以及之后每个价位持有多少仓位,再加上“冰山水面以下”的下行空间。理想状态不是精准买在底部,而是用有意义的仓位捕捉中间60%的行情。
9. 久期解释了 Sable、Akorn 和 Netflix 的并购困局
在 SPAC 完成合并前,Sable 认股权证接近1美元,提供了数年的久期,所对应的是一个被认为可能达到100美元的上行案例。2024年,即便重启失败,看起来也要2–3年后才会发生,因此时间和波动率构成了下行保护;到2025年夏末,监管挫折以及消防审批迟迟没有进展,压缩了这层保护。
Nebius 的资产负债表与 Sable 相反,但期权逻辑类似:股价约18美元,对应约15美元现金,另加数项不确定资产和 AI 数据中心建设。Walker 认为其团队是“执行绝地武士”,并强调了它与 Nvidia 的关系;他最初认为股价可能达到75美元,随后承认自己“错得离谱”,低估了结果的规模。
Fresenius–Akorn 破裂的并购案展示了时间本身如何创造交易机会。在一份32–33美元的现金收购协议下,Akorn 股价从约11–12美元涨至审判前的18美元,交易员认为它“不可能在审判前就死掉”;随后 Fresenius 赢得重大不利变化条款诉讼,Akorn 最终破产。
Warner Bros 也呈现出类似的路径依赖定价:Arnold 表示,自己从未见过一家公司在收到接近30美元的敌意现金收购报价后,处在竞价过程中却仍以约27美元交易。他认为 Netflix 提议的收购可能造成长达2–3年的“并购炼狱”,尽管市场认为20亿美元协同效应的指引相当保守。
Arnold 担心的是这种交易留下的长期信号:Netflix 历史上几乎从未进行收购,因此投资者可能持续追问,究竟是什么弱点促使它发起规模最大的收购之一。Walker 最希望看到的结果,是 Paramount 将报价提高到34美元、但没有新的竞价者;按现有条款完成交易排在第二位,而提高报价并大幅增加债务则是最差结果。
完整逐字稿
Judd, how’s it going?
Great to be here. Happy New Year, and congratulations to you, new father.
Double father. Double father. Yep, double man-to-man defense still.
Oh my God, it’s a lot.
Well, we don’t have to talk about that. Judd, you had the glorious launch of Lake Cornelia, the Substack. The Twitter account was basically dormant for a year, and then you came out with the glorious launch of Lake Cornelia. You’ve been on fire in terms of 4,000-word memos. I mean, my God, people tell me, “Andrew, I don’t know how you do so much. You’re publishing like 3 4,000-word memos a week,” it feels like.
But we’ve got lots to talk about. I wanted to talk Vegas, but I’ll toss it over to you. You’re publishing on everything. Where do you want to start? What do you want to talk about?
Well, you can go wherever you want. I think the Substack is something I’ve been thinking about for a while. I think the transition, big picture, that I made was that I left hedge funds at the start of 2020 with no plan. During COVID, very rapidly, I had a few people reach out saying, “Will you work here?” I didn’t want to work for anybody ever again, so I offered to be a consultant. That was kind of my business for almost 5 years, which had a lot of positives, and I’m still doing that with a few clients.
One of the negatives that always bothered me—and this is something that bothered me throughout my whole hedge fund career, and something a lot of senior analysts talk through—is that it’s really hard to pitch a boss or a client something that’s obvious. You have to be unique. You have to be like, “I have this unique insight.” That’s always better. I think, generally, that’s been nice, but it also put me in a box. A mistake I’ve made historically is doing stuff that’s too cute by half, or just a little bit too fancy, too illiquid, and whatnot.
I just had this moment of, “I write a lot of stuff. People like what I write. What if I do a Substack where I just say, ‘This is interesting’?” I think the other aspect of this is interesting, and this is another thing for senior analysts that was illuminating. I used to have about 10 clients who would pay me for the consulting thing.
What I found—and it was so nuts, because I go back through my career and I worked at 3 of the biggest funds out there—is that, as a senior analyst, you pitch an idea to the PM. What’s the probability of the PM caring? Usually 10% to 20%. The position being put on? Like 5%, less than 5%. It’s really hard. When I had 10 clients, I could see this in real time. At least every idea I pitched, I’d have 1 or 2 people who shared it and would follow through.
But then I sort of had this second-hand epiphany, and this was something a friend of mine who I worked with at 2 funds brought up to me. This just sort of goes to the business of what we do, which is we don’t know which names are going to work. People would pay me for, “I just want to hear what you’re doing, even if it’s not what I’m doing.”
One of my friends said, “I went through all my numbers for the last 3 years. When I was high conviction, only 1 in 4 or 1 in 5 times would the thing actually work. So I think what I should do with my book is have these junior varsity positions, and then I’ll ramp up when it’s starting to play out.” That’s sort of high-conviction inflection investing, and that’s what it is.
All of this has sort of merged together. I’m really liking this Substack thing. I deeply appreciate the response. I’m super thrilled with how it’s impacting me and my investment process, which is that I feel less pressure to be unique, but also to do stuff that’s interesting.
Okay, fuck everything we were going to talk about before. You said a few things that really struck a chord with things I’ve been thinking about. Let’s start with the “too cute by half.”
One thing I’ve really been thinking about is “too cute by half” versus simple, right? And the simple, to me, is this: Historically, I really liked the financial engineering stories. We’ve got this thing, it’s going to be a 2% top-line grower, it trades for 10 times free cash flow, they’re going to buy back all the cash flow, and all the cash flow goes to share buybacks. Then there’s the famous levered buyback story: As they grow, they take on more debt, so that you get even more leverage.
I used to love that story. I don’t think any of them have worked over the past 10 years. I would think that’s an example of simple versus some of the stuff you and I have talked about or done. This is a SPAC that went insane, the private equity sponsor needs to sell all their shares, and the company has 3 of 4 divisions that are absolute garbage and are going to have to shut down. But this one good company, if they can just refi everything, is going to the moon.
That’s a really hairy story. I think 10 years ago I leaned toward the simple stories, and now I lean toward the more complex stories. But then I come back and think, damn, these more complex stories will rip your face off when you get them wrong. So I’d love to hear how you’re thinking about it.
I would add one more continuum to what you said, because the other thing that sort of looped into this—and they go hand in hand—is liquidity.
For every name that’s worked for me, it’s gotten really liquid. I found I kept too many names where I’m fighting the battle of, “Will it get liquid?” I’m buying it illiquid, hoping that I’ll get the mega payoff when it becomes liquid.
You do the inverse of that, and you’re like, “What if I go just to the next level up, where I trade valuation obviousness?” Because that’s really what I was doing. The less liquid names, the valuation was transparently cheap, whereas the more liquid comparable names, the valuation wasn’t as obviously cheap, but it was already liquid.
I’ll give a few examples of this. MiX Telematics, which became Powerfleet, which became AIOT, never really got liquid. It’s still obviously very cheap.
Well, I don't know if it's obviously very cheap because the stock's kind of gone sideways. But on traditional valuation metrics, you're like, “Okay, 7 or 8 times EVA—this thing could trade for 20 times,” blah, blah, blah.
It really crystallized for me with Nebius, or NBIS. You were the one, if I can hop in here, who told me about Nebius, along with a few other people. I can't think of a stock that I have traded more poorly. If I had just bought it when we talked about it—and I did—and never sold a share, I'd be a lot better off than I am talking to you.
With Nebius, you could push back on everything. We started talking about this at 18, and I really had a chance to lean in at 20. That was after the venture-capital funds came in. This was post-tariff.
The number one thing I would say to people when I was talking about it is, I'm 100% certain that people will care. It was trading like 1 to 2 million shares out of the gate. I was like, “This is going to be a QQQ—highly liquid, trading 25 million shares a day.”
It's just like, you have too many pieces with a management team that's known. You have all these pieces, and it became super liquid. So, if something is already liquid, or you're highly convicted that it will be liquid, and the growth story is somewhat tangible and not hard, that's important.
I put ASTS in this bucket too, which is one I'm not involved with, but it's one where I look back over the last 5 years. When they got that first contract and it ripped to 5, then came back to 4 two days later, and the warrants were at 1, I'm like, “People care. This thing can go to 50 to 100.” People would say, “How are you getting there?” I'd go, “I don't know. I just know it's going to 50 or 100, and it's liquid as all get-out.”
T1 Energy is another example. T1 Energy was formerly FREYR. I have 2 notes on it on my Substack. It's a solar name, but it's one where I came to it and thought, “I knew this at de-SPAC.” It was always a liquid one, and it's liquid still now. We have a story. This is worth my time exponentially more than the other stuff.
It sounds to me like, with liquidity, you're really talking about liquid things—things that trade. I like how you framed it: things that people care about, whether you believe the technology or not. I know people are on both sides of believing in the technology and the optionality there, but whether you believe it or not, it's space communications. People are going to care.
NBIS is a data-center cloud business for AI. People are going to care. TOI, which I've done some work on and we might talk about later, probably fits nicely. There are a lot of shares out there. They had a big private-equity sponsor give out shares to LPs, which is obviously a disaster. People probably care if it works, but less so.
I like healthcare services. What I'll say is, when you're right, people are always going to care. I feel convicted enough, and the care there, though, is you have to get more granular. It's a 20% grower in healthcare services that has a fixed capital structure, a multi-year, 5- to 10-year massive TAM, and a high-quality business. If they can execute, people will care. They're going to show up.
Let me ask the liquidity question a different way. When you said ASTS and NBIS, I think what I hear a little bit is, “Hey, I'm looking for the story before it inflects or as it inflects,” right? That's an interesting style of trading, but it doesn't have anything to do with valuation or fundamentals. Are you increasingly divorced from that, where you're just trying to find, “Hey, I want the story before it inflects”?
I know people who want the story before it inflects, and then it inflects and they sell. Maybe it's a zero long term, but they're out before it goes. It went from 40 to 200 to 0, and they're out at 150 or 160. Judd Arnold
One piece to that, which is critically important, is yes, I'm less tethered to traditional valuation metrics. And I'm more tethered toward story and liquidity.
But because I think my advantage is an ability to move quickly and to appreciate things that have a big—I think it is right tail. Is the good one the right tail, or is the left tail the good one?
Right tail is generally the good one. But, hey, the world's left tail is huge—right tail.
But, um, which was—I mean, I still remember you were buying 10-year-old VLCCs for $11 million. It was just like you were buying them at scrap.
But I thought, really getting on my own and leaving in 2020 and leaving hedge funds completely, you lose. This really goes to the nature of what I do. The more people I meet on this journey, it's mostly people who run money just for themselves. It's hard to get other people's money to do this because these are names that are hard to pitch, but you want to pitch them.
Nick and I just keep going back to NBIS. There's no person I pitch that to who says, “This is a terrible idea.” Every single person is like, “It's awesome. Help me with the sum-of-the-parts story,” because that's what I can lean on to pitch my boss.
Yeah.
You know, I can pitch downside. As you know, another one I'd throw into this bucket is WGS, which is this exome and genome company. It bottomed at around 2 and went to—I think it's at 140 right now. It's another one.
No, the way I've thought about this—and you can tell me if I'm wrong; this might be too married to fundamentals—is that you don't want a stock, as I said at the beginning, that's trading at 10 times price-to-earnings, right? Because the quants and the computers are all over that. That's fairly priced.
What you want is somewhere where the financials mean nothing. I'm sure you're at least somewhat familiar with Talen Energy, TLN. To simplify it for viewers, they own a big nuke out in PJM. What you want is a place where the financials mean nothing because all of a sudden the demand for megawatts is going up, up, up, up. It's hit that inflection. You'll never see it in the trailing financials, but the megawatts are like infinite money-printing machines. I don't know if that quite made sense, but that's how I think about it.
And I would go further on that topic. Talen is the spin-off from PPL. PPL was my biggest equity position at my first hedge fund. It made the start of my career. I've been to that plant. It's awesome.
When it came out, I looked at it and was like, “Power hasn't worked.” Power was my original—
You want to know why I didn't feel like it? Say I did distressed debt. I was involved in TXU and a few others. When it came out and I had all these generalists pitching it to me, I was like, “You guys have no effing clue how hard this is.” All of these go bankrupt every 7 years. Maybe you catch a cycle. I never thought you'd catch a cycle.
So that's where I was sort of going. You covered power for a while. How many years did we watch Vistra? “Oh, it's a 20% free-cash-flow yield,” and all this stuff. I literally moved away from power. It was where I started in investment banking. I've been to more power plants in this country than probably anybody on Wall Street. I bought power plants in the Calpine bankruptcy.
I don't know where CEG is trading today. CEG is the nuclear spin-off from Exelon. The last time I looked at that, it was 35 times earnings.
And the point I would make is that was after more than a decade of all these power names—NRG and all this stuff—trading at 15% to 20% free-cash-flow yields. The story being share buybacks, when you get the wave of generalist money coming in and the story changes, you're going to price at something stupid.
In terms of focus, I don't know if it's divorce from reality or valuation reality, but I deal in the liquid world. The first 2 funds I worked at were 15 to 20 billion AUM at the time, single-manager funds. You were really restricted on what you could buy. You can't play this game of, “I think people will care, buy it, have meaningful size, and then exit.” You have to actually be correct when you're at that AUM size.
When you're running 500 million or a billion dollars, as long as there's a little bit at the end, does it matter if you're not intellectually perfectly correct on a 20-year basis that the terminal value was X? Money flows in.
You want to know why I didn't feel like it? Say I did distressed debt. I was involved in TXU and a few others. When it came out and I had all these generalists pitching it to me, I was like, “You guys have no effing clue how hard this is.” All of these go bankrupt every 7 years. Maybe you catch a cycle. I never thought you'd catch a cycle.
So that's where I was sort of going, which is, you covered power for a while. How many years did we watch Vistra? “Oh, it's a 20% free-cash-flow yield,” and all this stuff. I literally moved away from power. It was where I started in investment banking. I've been to more power plants in this country than probably anybody on Wall Street. I bought power plants in the Calpine bankruptcy.
I don't know where CEG is trading today. CEG is the nuclear spin-off from Exelon. The last time I looked at that, it was 35 times earnings.
And the point I would make is that was after more than a decade of all these power names—NRG and all this stuff—trading at 15% to 20% free-cash-flow yields. The story being share buybacks, when you get the wave of generalist money coming in and the story changes, you're going to price at something stupid.
In terms of focus, I don't know if it's divorce from reality or valuation reality, but I deal in the liquid world. The first 2 funds I worked at were 15 to 20 billion AUM at the time, single-manager funds. You were really restricted on what you could buy. You can't play this game of, “I think people will care, buy it, have meaningful size, and then exit.” You have to actually be correct when you're at that AUM size.
When you're running 500 million or a billion dollars, as long as there's a little at the end, does it matter if you're not intellectually perfectly correct on a 20-year basis that the terminal value was X? Money flows in.
So give yourself credit to call what I'll call skill-based sector alpha—which is a factor. When I was at the big pod shop, there's single-company idiosyncratic and the decomp, for people who don't know. Most people get it: The average stock—and there's a wide range—typically gets 40% of its return from the market, 30% from the sector, and 30% from the company.
So if you can call the sector, that's almost worth basically the same thing as calling the individual stock. It's best when you can call both, right? You're looking for stories where the individual company and the sector are both trading in value. When you find that, does valuation matter in the whole checklist of the stock deck? Not really.
One question on what you just said: TOI—and I'm just using TOI; we can talk about it later—is small enough, and there is a sector, right? It's healthcare. There's going to be oncology, payments, Medicare, Medicaid, all this sort of stuff.
But it's small enough and unique enough. When I think healthcare, I think Pfizer. I think Tenet hospitals. When you're dealing with something that's small and a unique-ish business model, do you think sector matters as much? Does it matter just because of the tailwinds?
To me, I would say, hey, if Judd and I were looking at Tenet Healthcare, I'd probably agree with your 40/30/30, and we could split hairs over whether it's 30% for what. But when you look at TOI, I'd kind of be like, yeah, on a day-to-day basis, maybe it's probably 40% market for something that small and 20% sector.
Overall, I think the stock on something a little smaller, a little more illiquid, with a little more inflection—I know you were talking about liquidity—is actually going to be a lot more stock-specific. Do you think I’m wrong, or did I choose one of the things I like about TOI and healthcare services in general? This goes back to why people will always care about a healthcare-services name.
What is the sector for TOI? It’s literally a company unto itself. I’m doing the same process, which is: Do they have a story? I mean, this is where it’s like, is it the company or is it the sector? But certainly, let’s start with the market for a second. Economically, it’s completely insensitive in the short term.
Yes, there are market implications, but on a 2-year basis, 90% of the idiosyncratic move in the stock is the stock itself for something like TOI. That’s something you can size a lot more heavily than a commodity-based company or a consumer-retail, GDP-exposed, or cyclical thing. So that’s one of the reasons why I was able to say to myself, “Hey, I’m going more liquid, but this is really one to take that risk.”
But with TOI, where I really ramped the thing up because I was involved with it, I wrote a lot about it in 2023, and I left the scene in 2024. I round-tripped the thing from $0.35—it went up to $2.20, I got out at $0.65, and the thing ended up bottoming at $0.12 during tax-loss selling last November. It bounced off $4.80 a share a few months ago. It’s back today to about—I think—$4 or $4.20.
We put out a Substack note, and we think it can be somewhere between $15 and $30 in 2 years. It’s still trading under 1× revenue, which is just nuts. But to go from a reasonable position size to a full, massive ramp-up into the thing—and I own somewhere between 2% and 4% of the company—the story of oncology services really is this multiyear penetration.
Basically, with oncology services, they treat cancer and dispense cancer drugs. That’s the business. They buy the drugs from the drug distributor and give them to the cancer patients. You can go into the clinics and get infused chemotherapy, or they’ll give you an oral chemotherapy drug like Keytruda. They make 15% to 20% margins.
Their business model versus the other guys is that about 50% of patients go get the service through a hospital, and that’s the highest-cost thing. About 95% of the ecosystem is fee-for-service. The next level is all the big drug distributors. The big 3 drug distributors—McKesson, Cencora, and Cardinal Health—are starting to roll all these up.
All the private-equity firms are coming in. TPG owns one of the biggest ones, called OneOncology. Their business model—this is the drug distributors rolling these up—is saying, “The fee-for-service benchmark for drugs is ASP, average sales price, plus 6%. That’s what you get paid. Well, we’re the big 3 drug guys. We can procure at ASP minus 20%, and so we can make 20% margins on ASP plus 6% in a fee-for-service model.”
“We’re cheaper than a hospital because we’re going to do it all in an outpatient setting, so we’re going to be lower than the fee-for-service benchmark on patient services when you come in for your infusion chemo. Then, on the drug dispensing, we’re going to be really good because we can procure cheaper.”
What TOI does is one level further. They’re going to look at this menu of 10 drugs and look at what you’re doing. They’re like, “We’re going to service you.” This is sort of a weird way—it’s hard for me to describe this without sounding morbid. They’re doing what’s best for the patient, don’t get me wrong, but if you can get the same patient outcome for a $2,000-a-year therapy versus $20,000 a year, TOI is like, “We’re going to do the $2,000 one.”
The big 3 drug distributors want volume—maximum volume—as much as they can. They go to individual health plans, all the big Medicare Advantage companies, and say, “We will be 20% cheaper than fee-for-service. We’ll take this.”
The typical Medicare Advantage premium payment per month per member is somewhere between $1,000 and $1,500. The oncology piece that TOI touches is somewhere between $30 and $50 PMPM. TOI goes to an insurance company like Humana and says, “We will take that capitated risk on your whole network, all your members. We’re going to lock in $30 PMPMs, and we’re going to save you $20 on top of saving you $20 PMPMs. You’re not going to have to think about this. We’re just going to do the whole thing. We’re specialized in this.”
They’re really ramping up as they expand. The business used to be 95% California. California is sort of a weird island unto itself in terms of healthcare, because you have all these big physician groups that act like mini insurance companies. TOI has really expanded into Florida.
In California, the PMPMs—because the physician groups do most of the administration, delegation, credentialing, and stuff like that—are like $3 PMPM. In Florida, they’re earning $35 PMPM. There are a bunch of states like Florida. It’s a 20% margin business. You’re seeing product-market fit in terms of this new service. They’re the only people doing it.
They got a new CEO about 2.5 years ago, when the company was really struggling, and he really leaned in and pulled this out of nowhere. The company looked like it was going to go under.
But let me jump in. All right, I thought we were still talking about this stuff, but we’re talking about TOI now. I’ve looked at this a few times, and I guess my first thing is: as you said, they’re managing oncology for fee-for-service. Why can they do this so much cheaper?
I understand—nobody’s going to argue with me that fee-for-service has tons of fat to be cut, right? As you said, forget everything else: if you give someone a 6% margin, they’re incentivized to give you the $20,000 drug over the $2,000 drug, just because 6% on $20,000 is worth a heck of a lot more than 6% on $2,000. I totally get that.
But why are these the only guys who can do it? Why can’t someone else do it? Why can’t you and I start this up? Why can’t the drug distributors, as you said, do it? Why can’t the hospitals do it? Why are these the only guys who can do this?
Sure. There are 2 levels to this, right? Most of this care is coming through hospitals. This is a 2% to 3% margin business. You can go through AI. You can call a million GLG or AlphaSense experts, and no one will give me the actual number other than that it’s material, and a big part of hospital earnings is dispensing cancer drugs, oncology drugs, through their pharmacy.
At the highest level, CMS—the Centers for Medicare & Medicaid Services—cracks down on scam durable medical equipment. That’s where they’ve gone. Oxygen has been a big focus. A lot of people you and I know—I don’t know if you own it—the SANUWAVE.
I knew—I thought you were going to mention it. I was like, “Look, I’ve had a lot of people…” Wound care is a really scary area to me, and I’m not a—
—solution to the wound-care scam. But CMS is really going after this wound-care, skin-graft thing.
CMS isn’t going after oncology drugs because, one, it’s oncology—they don’t want to kill people. Two, the hospitals, behind the curtain, are telling CMS, “Hey, man, this is 25% to 30% of the total margin of the hospital, which is a 2% margin business, and that margin comes from dispensing oncology drugs. If you crack down on this, there are going to be real issues in the healthcare system.”
You start at that level. All the big 3 drug distributors were like, “Oh, you’re going to let hospitals charge for the highest-cost drugs and be really expensive for inpatient? Great. We’ll undercut them with outpatient oncology delivery at ASP plus 6%, and we’ll just be way cheaper.”
It doesn’t matter that we’re volume-based, just trying to pump it, because the fee-for-service benchmark is set by this insane hospital spend, which CMS is winking and nodding and letting happen. That’s a huge business, right? So, if you’re anybody but the big 3 or a hospital, you’re like, “What can I do?”
TPG, when they bought OneOncology 3 years ago, partnered with AmerisourceBergen, which at the time had not yet changed its name to Cencora. All the value is getting the drugs really cheap.
TOI doesn’t really have competition in the next layer, which is: What if we look at what the big 3 guys are doing and, instead of being really focused on volume, prescribe a cheaper cocktail of drugs that we know does the same thing? That’s a huge business.
Now, what’s the negative of it? It doesn’t scale as fast because you need to have a great oncologist in every area that you’re in, and you need to get oncologists to cooperate with you to stay on the menu, right? The big oncology groups struggle with this when people try to do it. If you don’t own the oncology clinics yourselves and you do it in an MSO model, these oncologists in your MSO just aren’t going to cut rates. They’re not going to deliver enough value.
This has been the problem for Evolent Health, which is a value-based provider, where they don’t really have any doctors.
Their MLR blew out massively. The stock has gone from $35 to $4 over 2 years because they don't have enough control over the network and clinician behavior.
For TOI, you need to have oncologists. You need to build out all these clinics, and that takes time. Each oncologist you hire takes 6 to 9 months. The aha moment for them was realizing that, in Florida, the market structure of oncologists and patients allowed them to get leverage over the oncologists and execute an MSO model.
So, let me start with where the MSO model doesn't work. TOI is in Nevada, mostly in Las Vegas. Las Vegas is just an island. There are 3 million people in that metropolitan statistical area, and there are maybe 50 oncologists that matter.
If you do an MSO network and you don't like what the oncologist is doing, you call them up and say, "I don't like how you're prescribing drugs to all these people. You're doing it way too expensively." Then an oncologist can say, "Well, I control the members. Where else are you going to go? There aren't that many oncologists here. I don't have to comply."
Whereas in Florida, you have a density of patients, oncologists, and hospitals. Florida, Texas, Ohio, and, I want to say, North Carolina are the markets where you have this convergence. Hospitals disproportionately set the fee-for-service benchmark, and you can get leverage over oncologists because there's enough density and enough people in every area.
So, TOI thinks they can service areas in Florida and 3 or 4 other states with only 20% owned clinics and 80% MSO. That's how you scale, because if you don't have an MSO network, the scaling is going to be so slow.
You're much deeper into this than me, but let me ask you a question. When I was researching it, the thing that popped up was that, again, I looked at this back in 2021 with the SPAC deck. In their SPAC deck, the peers they listed and the business model were not the same because it's oncology, but it had a lot of similarities: "Hey, the golden market is Florida. Hey, we're undercutting hospitals." The peers they listed were Cano, VillageMD, Oak Street, and One Medical.
All the primary-care guys.
They all went—I mean, I got beat up, but all of them either ended in tears for their investors or the investors managed to get the bag off to someone. Oak Street gets bought by CVS, and CVS takes a $6 billion write-down. With Cano, as you're saying this, I knew Barry Sternlicht took Cano public through his SPAC and said the CEO of Cano was the best entrepreneur.
I know. I got hurt on that one. Let's talk about what this thing isn't. There's no MLR risk. Everybody focuses on the MLR variability, but it's not like primary care, where you can have flu season or something like that. The biggest driver is drugs. It's drug costs.
They know that the benchmark is so high. They have this huge gap, and they're just going to prescribe different drugs. The second piece is costs. They've shifted from 4 to 1, oncologist versus nurse practitioner, and now the nurse practitioner-to-oncologist ratio is 1 to 1. They're saving on labor, but it's an iffy business. They screwed up.
Part of the other reason is that this was a recent pivot over the last 18 months, where they shifted to the sort of delegated model in Florida. What they did out of the SPAC was say, "Okay, we're going to land-grab across the country." They took SG&A from $40 million to $120 million in 2 years, built out all this capacity, and the patients didn't show up. They just lit money on fire.
Fast-forward to 2024: They started adding a lot of contracts. They're going to EBITDA break-even in Q4, and now you're going to start getting 20% incremental margins.
The gross margin on this business, I looked at, is around 15% or 17%. How do you get 20% incremental margin with 15% or 20% gross margins?
This is the other piece of how gnarly this thing is. On a capitated business, the margin is 15% to 20%. You also have a big fee-for-service piece in California. The fastest-growing piece of their business this year in Florida is fee-for-service.
Why? They built the clinic and got the oncologist. While they're waiting for these capitated contracts to come in, they're open for fee-for-service business. What stunned them, in a pleasant way, in Florida was the demand for outpatient care, because their service level is so much higher than a hospital's and other oncologists'. They're getting all this fee-for-service business in.
As that fee-for-service capacity transitions—or, I'd say, as the capacity transitions from predominantly fee-for-service in Florida to capitated over the next 2 years—as you start layering in all these contracts, the margin you're going to get on the dispensing side is going to go from ASP plus 6% to fully capitated.
On the patient services side, which is the clinic—chemo, IV treatments, and some hematology—that all goes from fee-for-service to fully capitated. So, you're going to win. You're going to get a margin.
I think that all makes sense, though. I'll be honest: You're deep into this. Let me ask the last question. It's the same question I would ask when people were pitching Molina Healthcare or all the health insurers. I do all the Medicare health insurance, and I worry that even if you're right, CMS is pretty rigid.
If they came and saw this, or the insurance companies said, "Hey, you're all on fixed costs and you're making a good profit. We don't care that you're cheaper than the hospitals. We're just taking your rates down, and you can either go pound sand or take it," I do worry about that ruling from on high, if that makes sense.
I sort of walked through why it's not like durable medical equipment or skin grafts, because it's a huge piece of hospital earnings. The big 3 drug-distributor rollups—CMS loves them. They're saying, "You're saving money. This is great. You're on the right side of this."
The most telling discussion I've had with the company came during a site visit. I got to meet the chief medical officer and their head oncologist in Florida. Their head Florida oncologist was actually the oncologist at ChenMed, which is private but is universally considered the best value-based primary-care provider out there. He switched over to TOI in 2022.
In this whole conversation with him, he was saying, "This is the way it's supposed to go." The most illuminating conversation I had with him was about Keytruda coming off patent in, I think, 2028. I asked them, "What do you think happens? Do you think it's just a one-for-one, immediate step-down as biosimilars and generics step in? Is it going to go down?"
They both immediately looked at me and said, "No way." I said, "So, you're literally—" They said, "Oncologists aren't going to move that quickly, and everyone's going to play the game because it's over 95% fee-for-service. Maybe over 4 or 5 years, it's going to converge to the lowest—not even the lowest-cost Keytruda, but a lower-quartile Keytruda generic. It's going to take years for that to play out."
I said, "So, we could literally be making 20% to 30% of the company's profits just on generic Keytruda versus the benchmark?" They said, "Yeah." I remember a long time ago there was a roll-up in the UK that was basically what you're saying: You buy old brands after they're off patent, and even 10 or 15 years later, there are still some doctors who just prescribe the brand. You've got a little bit of pricing power. It's not the greatest thing in the world, but when you pay a nice multiple, it's actually a royalty stream. That's really interesting.
Let me finish, though. For people listening, let me give everybody the valuation number quickly. This thing is trading at 7 times revenue. It's going to have zero EBITDA in Q4, and it's been negative EBITDA. I think it's going to do $20 million to $40 million of EBITDA next year, and I think you're building up to $75 million of EBITDA by 2027 exit rate.
There are about 130 million shares, and net debt is about $40 million. My target is that this can go to 2 to 3 times sales if you really believe in it, because the TAM is so big as they execute in more states. But this is going to take time as people buy in.
Street numbers are also insanely low. They've beaten and raised all year. I think the Street revenue number for 2026 is about $600 million and change—don't quote me on that—but you're going to get guidance coming up. Mathematically, I think you still have a lot of upside on the annual guide.
I'm going to start thinking about this when it gets closer to 2 times revenue, if I'm so lucky. I think there's a ton of valuation room if this thing starts working. The exit here is likely private equity. One of the private-equity-backed or drug-distributor-backed companies shows up and buys it.
It just worries me because this—I mean, look, this was the pitch for all the value-based guys, and a lot of them did get taken.
I know, but there’s really no MLR risk.
Evolent Health really scared a lot of people because that was the value-based name. It’s worth it for people to go through both. Evolent Health is not really that great of a business—high customer concentration and whatnot.
I’m going back to my notes from the start of the episode, when you were talking about launching Lake Cornelia. You mentioned pitching to a PM as a senior analyst versus pitching as a consultant, or maybe writing something up on Lake Cornelia. How have you seen people work with you differently as a consultant, or when you write something up, versus when you’ve been the senior analyst, head of research, or whatever it is at different places?
I think the biggest thing is when you’re a consultant. I’ve done well enough in my career that, if people don’t like the name, I’m just like, “Okay, great.” I’m not going to take it personally. This isn’t my job, so I don’t need to be upset about it. I have other clients I can pitch it to, and I’ll find another name.
When you work for somebody, how many good ideas are you realistically going to come up with?
That’s the tough thing, right? You’re an analyst, you’re convicted, and that’s why most analysts don’t last forever with the PM. You get one name, you do a lot of work, and you get convicted. Hopefully, the PM likes it, but if they don’t—if you’re a 10 out of 10 and they’re a “meh”—it’s really hard, no matter which way.
Exactly. You have this transmission problem.
Which is, even if they like it, they’re going to buy it when you don’t like it. They’re not going to trade it perfectly, and you wouldn’t size it that way. So you have this transmission problem of the things you would love to put in the book, or the way you would like to put them in, versus how that actually happens. Then your compensation is a function of the latter versus the former.
I think it’s something our buddy from One Main Capital talked about, too. He did a great interview about a month ago, and he made this point about going off on your own: investing is a deeply personal experience. It’s like art, and at some point you reach a point where you say, “I want to do it my way.”
That really resonated with me, because as I’ve gotten older, my willingness to engage with people when they don’t like something I like has decreased. I like having the veto: “You don’t like it? Great. I don’t owe you anything. I’ll move on to the next one.”
What you want to guard against—and one of the other reasons I love the Substack approach versus how I was doing this before, which was getting high conviction, pitching a memo, and then screaming about something on Twitter—is that you want to stay as intellectually open as possible. The more debates you have to vociferously defend yourself in, the more negative it is. It really impacts your ability to think clearly and cogently.
The big decision I made going back into 2025—my decision of the year—was that I had been very prolific and public about my feelings on Sable Offshore. We got back involved a couple of weeks ago, and we’ll see how that plays out from here. You could do 5 podcasts on that from here.
But when you’ve been very public about a name, it can start getting dicey. I sold the whole position in the $20s, and I need to keep the ability to do that.
The way the news flow on Sable works, you could do a podcast on them every day. Probably.
Let me ask you a different question. One other thing you mentioned at the start—and this is something I’ve been thinking a lot about—is having a small position and ramping it up as it inflects. The reason I’ve been thinking about this is that most of the big successes I’ve seen are very similar to what you think.
I’ll give you one. My friend Jeremy Raper, right? On Twitter—
When Twitter was suing Elon Musk to close the deal.
You know, I specifically remember there was something that came out in a court docket. Jeremy had been following it, and he had a small position. I don’t want to give away his trade, and I could be misremembering, but he came in and said, “This is the inflection. Elon is done. He cannot win this case.” And he pulled the trigger.
I had that one in mind because it was Jeremy and it was kind of public. The best guys I see do this. They’re waiting, they’re waiting, and then there’s the inflection and, boom, they hit it.
Now, I do worry on the other side. It’s very easy to see that and pull the trigger. But you know how it works: you’re following a name deeply, you see something, and you’re so convicted. There’s a lot of selection bias. The guys I’ve seen blow up have been, “Hey, I see this. It’s the inflection. Boom, boom, I pulled the trigger,” and they were wrong.
So I guess I want to ask you: how do you weigh, “Oh, this is the inflection,” versus, “Oh my gosh, am I just confirming my own biases?” It’s very easy: “I love this, I love this. All the news is positive. Oh, I was wrong, and it’s a zero.” How do you weigh that as you’re looking for the inflection?
Well, look, the biggest defense against all of this is keeping a liquid portfolio and retaining the ability, when you’re wrong, to hit the eject button as soon as possible. We’re not burdened by a $15–$20 billion fund.
I’ll go back to the first guy I worked for. There were 2 of them who ran the fund. One guy did everything but run the money, and one guy ran the money. People would say, “Oh, you see the returns,” and they’d be like, “Whoa, that’s not that great.” I’m like, “You try to run $20 billion at 14% net with 4% vol. Tell me how that works for you.”
Every dollar of AUM gets exponentially more difficult. For us, we’re hanging out in super-liquid things, and I think that’s important. I mentioned keeping myself as mentally open as possible with Twitter and Substack. I think that’s a big piece.
The second piece is that, at this stage, I kind of know—I’ve felt what it feels like to be right enough times. Holding on and saying, “Okay, I’m going to get conviction. It’s going to come,” is different. If I don’t have it, all right. If I do that and I’m wrong, we can exit because it’s liquid.
Can I push back on one thing you said? You’ve said a few times, “If I’m wrong, I can exit because it’s liquid.” I would guess that you’re a much better trader and changer of your mind than I am.
Intel is a company that I looked at deeply. I saw clear red flags, and a lot of people looked at it. A lot of them got out. They bought in at $20 or $30, it ran up to $200, and a lot of them got out there. A lot of them got out at $100.
But one day you woke up and, hey, the company was a fraud, the stock had been halted, and it was going to open up probably at zero. That’s not investing advice; I don’t know. I guess that’s an extreme example, but you keep saying, “If I’m wrong, it’s liquid. I can exit.”
I mean, sometimes you wake up to these things and you’re wrong, and it’s not liquid.
If you have something with downside jump risk in it—Sable is a situation where there’s actually downside jump-to-default risk, as I would say in a CDX context, or a risk-arb trade that has break risk, however you want to describe it—you have to account for that.
When you’re in names, I’m going to remove fraud unless fraud is clearly on the table.
I just use Intel because it’s a good example. The stock literally got halted, so no matter how—
Good. Certainly, it was out there that maybe this guy was sketchy. It was a SPAC, so you had to ascertain at least a 5% chance of that, right?
Or take something with huge quarterly earnings volatility, like a consumer retail name, where you really get in there and you’re like, “Wow, most of the stock falls in a quarter.” I think I would wrap that all into this: the ability to size something is directly related to your ability to ascertain and feel conviction about your downside outcome.
And that’s it. Think about it this way: let’s start with Sable because it’s top of mind versus, you know, TE or TOI. You have to respect the fact that Sable might have a California Coastal Commission or California governor scenario. Here’s the menu of scenarios where you could wake up down 25% or down 40%. That’s realistic, and it has to impact sizing.
You’re trying to think about it three-dimensionally. There are a few aspects to making a lot of money. There are the stocks that you like, and then there’s the total potential P&L in a year—from the price at which you like it to the price to which it goes. You’re trying to capture as much of that bar as possible, whether you think about it horizontally or vertically.
Bernard Baruch, or some other trader, said, “You miss the first 20, you miss the last 20, and you capture the middle 60.” That’s like Steve Cohen, too. If you’re doing it perfectly, you never try to call the bottom. The market will tell you, and you wait for a breakout.
Okay, the second-order aspect to that debate is sizing as well. So it’s really not vertical or horizontal bars; it’s really this cube, right? The other side of that cube is the potential P&L from $10 a share to $20—say maybe that’s the range of the year. How big were you at $10, $11, $12, $13, $14, all the way up to $20? Then there’s the downside—the below-the-iceberg, if you will, risk that you’re taking—which really bleeds into portfolio management as well.
So it’s not just, “Are you right?” Take the name for 3 years. What’s my probability of being able to ascertain and understand it correctly? Is it in my circle of competence? Well, it probably wasn’t at the beginning, 3 years ago, when I put the trade on. When I really ramped the thing up, I thought, “I think I’m right. My conviction level of missing something is very high. Here’s the bounded downside. I can really size this thing up.” And that all wraps up in one thing.
I would agree with you—I’ve been guilty of this as well. There are certain names you just can’t size.
Let me ask: we mentioned Nebius at the beginning, and for those who don’t know, Nebius is the old Yandex. Russia invades Ukraine, Yandex is forced to separate, and they emerge—in rough numbers—with the stock at, let’s say, $18. They’ve got $15 per share of cash, plus 3 startups that are worth anywhere from, depending on who you ask, $0 to $100 per share, and they move into the data-center business, right? That’s 1. So I just said $18 per share with $15 of cash. Now, they will burn cash on the data-center business.
Let’s just compare it to the other extreme: Sable has a billion dollars of debt, long-lived assets, and a California government that does not want them producing. If the California government wins, they’ll never produce. A billion dollars of debt—it’s a zero, right? One of the things I’ve struggled with—and I use those because we’ve mentioned them on the podcast, and they’re so diametrically opposed—is how do you have those 2 in the same book?
For me, I looked at a lot of net-cash biotechs this year, trading below net cash. How can I have those in a book with literally anything else? On those, it’s just kind of a liquidation-to-cash play, with very little downside unless management lights it on fire—which 1 or 2 of them did light on fire. But it’s tough to do that. How do you have something with such diametrically different risks in the same book?
We don’t have to have only Sable and Nebius. It’s a key point, though: Sable in 2023—I bought the warrants at $1 pre-close, and for most of 2024 as well—I would argue the duration of the investment, whether you were right or wrong, was sufficiently long that your downside was protected by volatility.
These are 100-bagger scenarios, and this is where I was going back to right-tail potential. If you are correct that people will care, and the right tail—potentially, the perception of the right tail—is big enough, right? So Sable people are like, “Okay, if you’re right, it’s $100 a share.” The stock was trading at $15 before Santa Barbara settled with them over the valves in the summer of 2024.
It’s just an option theory, right? They had enough cash. The Coastal Commission hadn’t woken up yet. You didn’t think you could die, but if you were going to die, you were going to die 2 to 3 years from now. When you’re sitting there in 2024, what is that worth? It’s worth a ton.
Nebius is too. That’s what got me there, which was, okay, the sum of the parts is kind of helpful, but if we play this out, these are the best data-center guys out there. They’re execution Jedis. They have the best relationship with Nvidia outside of any company in the United States, and they’re vetted by institutional investors and whatnot. I was like, “Okay, this is probably $75.” How wrong I was. So it’s sort of a $10-by-$75 scenario, but with 2 to 3 years of duration.
Even if I’m wrong on the sum-of-the-parts math on day 1, is it really going to get worse than $15? But this is where time becomes the enemy for you, and you have to be disciplined as well. This is where liquidity matters. Sable struggled. It bounced off $30 3 times in 2025, but by late summer, after the GEC ruling, nothing was happening with the fire marshal. All of a sudden, what you were leaning on in 2024 was an option with massive duration.
Options really start to get compressed. So if you’re not going to lean on valuation traditionally, you have to at least lean on option theory, which comes down to right-tail potential and then vol.
That makes total sense. It’s really interesting, and I don’t know if you’re following the Warner Brothers, Paramount, Netflix deal. It’s probably a little bit larger than the stuff you normally have. Yeah.
Yeah. I get a lot of people who are like, “How can you own Warner Brothers right now?” Disclosure: I own Warner Brothers, I guess. But how can you own Warner Brothers right now? There are antitrust risks. I’m like, look, there is going to be an antitrust discussion, and we can have that, but in the next 30 days, you’re not going to get a DOJ or FTC ruling. Actually, the only one you could probably get is positive if they cleared Paramount. That’s a conversation for a different day.
I would go further with this point for people, and I bring this up: after I left Distressed Debt, I went to a big pod shop. They relaunched their event-driven group. I was the non-risk-arb guy on the risk-arb team, so I got to see a $4 billion risk-arb book. This was right during AbbVie-Shire and the inversions and whatnot.
What was the inversion apocalypse? There were 2 of them. One of them was—
Pfizer. I’m not going to remember the other one; if you said it, it’s another drug company.
It was Pfizer-Allergan, I think.
AbbVie.
Then my team watched—I had fun at Neuberger Berman. They’re still there. It’s not my team anymore; I left in 2020. But I got to see 7 or 8 years of risk arb. I think it should be mandatory for any event-driven investor to study the Akorn broken merger.
Oh, I know this one. Yeah.
Fresenius, this German company, was buying Akorn, this generic drug company. They sued over a MAC, or material adverse change. It was going to Delaware court, and nobody wins on a MAC.
Akorn did kind of look like they had lied; their facility didn’t work. The stock was around $10. I think the takeout was at $32 or $33, all cash. The stock was $12 going into the trial, and you had this 25-day period before the trial started. The stock went from $11 to $12 to $18 during those 3 weeks.
And you talk to people, and by the way, Fresenius won, Akorn was zero; it went bankrupt. But to your point, and this is sort of on downside risk and narrative, right? This is everything. Everybody thought it was the most genius trade watching that thing unfold, because the people who were wrong on it—you had a lot of people who were short, and all the long guys were like, “Everybody’s short. You can’t die before the trial. There’s a trial. I know.”
The thing peaked a day before the trial started. The stock peaked, and it went from $18 all the way down. But they were like, “At $30, do your probability weight: $33 versus $0.”
I also don’t think people thought it was a zero at the time, right? I don’t think people thought that. And look, until the trial, the company is always going to—especially a company that bad—they’re always going to risk it for the trial, right? They’re always going to take that risk.
Heading into the trial, you mentioned it peaked the day before because, guess what, there might be a settlement. Every other MAC case has basically settled, because even the buyer knows, “Hey, we wanted this strategically,” right? So if we can get a price cut, the seller generally knows things aren’t great if they’re getting sued, so there’s generally a lot of room for a cut.
Akorn’s the unique case because they were supposed to be running clean rooms, and there were cockroaches running around the clean rooms. That’s the one unique case.
It’s just a freak case.
So timeline and monetizing, and thinking through an option—all this stuff comes together. One of the other lessons is that you can explore. Why do I write, going back to the Substack? Why do I write a collective? I wrote about eBay and PayPal. People are like, “Why are you doing that?” I go, “Because in everything, there’s a lesson, and you don’t know where the lessons are going to come together.”
Being free to explore is just so fun. Going back to Warner Bros., I looked at it; I put on some Netflix. I took it off because the older stuff was more exciting. But Netflix is super interesting. Where’s it now? I haven’t even checked.
Let’s pull up the handy Bloomberg. It’s $90.
I mean, Netflix is super interesting to me. You know, free cash flow finally inflected. The thing’s pooping cash. You had a negative guide into it on a single-stock basis before the deal happened, right? You had a broken bull story that looks very secular to me.
Then you have this, where even people in the long-only community throw up their hands: Is Netflix going to raise its price? If they don't raise their price, the stock is going to be in merger purgatory for 2 or 3 years. The best I could hope for is T-Mobile during the Sprint merger, which I thought was going to be in purgatory for 18 months. T-Mobile's stock actually did very well.
But that is an outlier example of something facing regulatory risk that works. So, if you're long Netflix, what you're really rooting for is that it completes on your existing terms. That resolution would be helpful.
Yeah. If you're long Netflix, you're hoping Paramount comes in at $34 and doesn't raise. The second-best thing is that you complete the deal on your terms. The worst thing that could happen is that they bomb and then take on a bunch of debt.
From a Netflix perspective, I think it's interesting because they did have soft earnings, but I do think they bought Warner Bros.—and they've never bought anything, right? When this came together, I kept telling people, “Netflix has bought 1 thing in its entire history.” They bought that small comic-book publisher. These guys don't buy anything. They're not going to buy Warner Bros. for roughly $100 billion. No effing chance.
They bought them. They won. It might not have been the best bid, but it was very close to the Paramount bid. Warner Bros. thought it was superior, whatever. I think Netflix is going to have a little bit of taint on them for the next couple of years, just in terms of investors wondering, “What was Netflix seeing in its business that it needed to go buy Warner Bros.?” Netflix is going to say, “Great synergies. We can run it the best,” all this sort of stuff. They're probably right, but I think investors, whether they buy Warner Bros. or not, for the next 2 years are going to be saying, “What was Netflix so worried about that it needed to do one of the largest M&A deals of all time, from a company that does everything organically?”
Fair. I mean, I think that's kind of the thesis from $110 to $90 on the way down, because you had the earnings miss into this. And I think that's what I was getting at: If they don't screw up—or if they lose and walk—that would be great. I think the other side of it is, who knows? The synergy number looks really juicy to me on the low side from Netflix. Only $2 billion of synergies seems exponentially low. So I think Netflix has really been hurt more by the potential merger purgatory.
My problem with merger arbitrage since I've left hedge funds, though, is that once every other year, I feel like I find myself in a merger-arb situation. I'll put on a position, and then 2 days later I'll remind myself I don't need to do this anymore. I know.
Yeah.
You do it and you're like, “Oh, cool. I'm paying for 10% upside, 15% upside.” And then you're like, “Oh, if I get hit, everyone says, ‘You have to look at 100 of these situations to find something that falls out.’” And it's usually the weird thing that falls out. That's why I'm sort of fixated on Netflix: In these 3-way mergers, they start pricing weird things. I think most people get that.
Netflix—the other thing is, I've got, again, a big position in Warner Bros., but they're so big. I do like that everybody says, when something really big happens, “Hey, there's not enough risk capital in the world to close the spread.” I've never seen that. For Warner Bros., when I was putting this on, I had never seen a stock get a $30-per-share topping offer, a hostile bid, and, on the day it came out, trade at $27. I've never seen a company in a bidding war trade below one of the cash bids, which is what I thought was so interesting there. I totally agreed, and then they went hostile. I mean, it's just the political aspect. It's fascinating.
Well, we had Pfizer—Pfizer, who was bidding for them in M&A. I mean, literally just 2 months ago, we saw that. Was it Novo that bid against them? I can't remember, but before that it had been a while—maybe Disney–Fox–Comcast. Okay, we're way off topic. This has been great. We're going to have to schedule a follow-up because I have 15 questions and notes on Caesars in Vegas that we're not going to be able to get to today, but this has been awesome.
Judd Arnold, Lake Cornelia, thanks for hopping on, buddy. I hope to see you soon. Have a good one.
Thanks so much.