Back Data Infrastructure / Commodities

Themes and Questions: AI Macro, Token Prices, and Liquid Cooling

Published on June 23, 2026

Download the PDF Report

By

Dauvin Peterson

AI macro — Mythos restriction and token price pressure:

Mythos remains restricted with no resolution in sight; headline risk around the outcome and any lingering repercussions remain top of mind. Additionally, the trend towards increased adoption of open-source and lower-cost models has continued: Microsoft is reportedly considering integrating DeepSeek into its Copilot suite, and a second Chinese model, Kimi, has gained traction. The SDLLMTK has continued to trend lower, signaling a continued shift toward lower-cost models — (directional indicator however methodology is not verified).

ROI, cost, and model fit are all factors being evaluated and driving the move to incorporate lower cost models. A benchmarking site (aistupidlevel.info) offers an interesting cost-benefit ranking of available models.

A screenshot of a computer screen

AI-generated content may be incorrect.

Source: aistupidlevel.info

Capex spend estimates for hyperscalers and the powered shells (bitcoin miner conversions) have continued to trend positively in the past 30 days. While the rate of change is slower than the past 90-days, growth remains consistent at a ~$1+T annual spend level through the end of the decade.

Source: Bloomberg; 22V Research

Consensus FCF estimates show a near breakeven year in 2026–2027; however, 2028–2030 estimates indicate a return to FCF growth — consistent with anticipated returns on current AI capex.

Source: Bloomberg; 22V Research

Investor and client themes — top of mind:

SPCX and ODCs: Investor interest in SPCX remains selective; the wall of worry around the event path and business model is an ongoing debate. There is emerging recognition that ODCs will make headlines, be tested, and may ultimately establish a place within the AI infrastructure stack. We believe the SPCX catalyst path will remain rich over the coming 6–12 months, albeit with wide ranges of volatility and sentiment.

Bottlenecks and the second derivative: Clients continue to search for bottlenecks in the AI sector; however, concern is mounting over whether a slowing rate of change represents a structural shift. The macro headlines around regulation, AI spending, and token price challenges are fueling this dynamic.

Differentiating among AI focused stocks and themes: There is an increased focus on finding names in AI tied sectors that truly benefit from AI capex versus those that have tagged along. The interconnected nature between companies is also being monitored. The OpenAI–Oracle relationship is one example: analysis of OpenAI’s limited financial disclosure indicates lofty expectations around gross margin trajectory — which, even before any potential for token price compression, implies one or more equity raises to sustain $600B in capital commitments through 2030. (Emerging Disclosure: OpenAI, Price Discovery, and the Path to the S-1, 6/18/26).

Data center moratoriums: Investor concern has largely dissipated. Moratoriums have not surfaced above the level of regional matters; and investors have digested that well-planned projects are moving forward, focusing on data points — CRWV capacity adds per quarter, ORCL’s 1GW addition last quarter — as evidence that compute is being brought online.

Marking to market — liquid cooling:

Liquid cooling remains a clear need within AI factory build-outs; the trend is agnostic to compute and model competition above the infrastructure layer and benefits from AI adoption and the need for AI infrastructure. In the current environment we believe liquid cooling focused companies have structural tailwinds and individual stock catalysts.

A custom 22V liquid cooling basket (ECL, MOD, DOV, ETN, JCI) has outperformed hyperscalers, +5% since mid-May while the Mag 7 is –8.5%. The attributes driving outperformance include company-specific catalysts and technology differentiation in liquid cooling and advanced thermal management for AI factories.

ECL is up 3.2% YTD and trading above the 200-day. WTI crude in the low $70s removes the raw material overhang, redirecting investor focus to hyperscale and semiconductor capex exposure. The CoolIT acquisition close will prompt updated guidance and create cross-sell opportunities within the emerging one-Ecolab model.

MOD has consolidated following its earnings and a strong $4B capacity order. The upcoming Performance Technologies spinoff, remainco margin expansion and a continuing order cycle are the catalysts to close a multiple discount to peers.

Please reach out if you’d like to discuss further.

DISCLOSURES AND DISCLAIMERS

Analyst Certification

The analyst, 22V Research Group, primarily responsible for the preparation of this research report attests to the following: (1) that the views and opinions rendered in this research report reflect his or her personal views about the subject companies or issuers; and (2) that no part of the research analyst’s compensation was, is, or will be directly related to the specific recommendations or views in this research report.

Analyst Certifications and Independence of Research.

Each of the 22V Research analysts whose names appear on the front page of this report hereby certify that all the views expressed in this Report accurately reflect our personal views about any and all of the subject securities or issuers and that no part of our compensation was, is, or will be, directly or indirectly, related to the specific recommendations or views of in this Report.

22V Research (the “Company”) is an independent research provider. The Company is not a member of the FINRA or the SIPC and is not a registered broker dealer or investment adviser. 22V Research has no other regulated or unregulated business activities which conflict with its provision of independent research.

22V Research, LLC is a professional services and independent publication organization. 22V Research, LLC is not a securities broker-dealer, not a member of the Financial Industry Regulatory Authority (FINRA), not a registered investment advisor (RIA) and not a member of SIPC.

Securities transactions, when offered, are offered by 22V Securities, LLC through LPS Capital, LLC. Certain employees of 22V Securities, LLC are dually registered as securities representatives of LPS Capital, LLC or Analyst Hub Securities, LLC. 22V Securities, LPS Capital and Analyst Hub Securities are members FINRA, SIPC.

https://brokercheck.finra.org/

Current Ratings Definition.

SECTOR OUTPERFORM: An “outperform” rating anticipates the company will outperform the S&P Regional Banking Index (peer group).

SECTOR PERFORM: A “market perform” rating anticipates the company will perform in line with the S&P Regional Banking Index (peer group).

SECTOR UNDERPERFORM: An “underperform” rating anticipates the company will underperform the S&P Regional Banking Index (peer group).

Limitation Of Research And Information.

This Report has been prepared for distribution to only qualified institutional or professional clients of 22V Research Group. The contents of this Report represent the views, opinions, and analyses of its authors. The information contained herein does not constitute financial, legal, tax or any other advice. All third-party data presented herein were obtained from publicly available sources which are believed to be reliable; however, the Company makes no warranty, express or implied, concerning the accuracy or completeness of such information. In no event shall the Company be responsible or liable for the correctness of, or update to, any such material or for any damage or lost opportunities resulting from use of this data. Nothing contained in this Report or any distribution by the Company should be construed as any offer to sell, or any solicitation of an offer to buy, any security or investment. Any research or other material received should not be construed as individualized investment advice. Investment decisions should be made as part of an overall portfolio strategy and you should consult with a professional financial advisor, legal and tax advisor prior to making any investment decision. 22V Research Group shall not be liable for any direct or indirect, incidental or consequential loss or damage (including loss of profits, revenue or goodwill) arising from any investment decisions based on information or research obtained from 22V Research Group.

Reproduction And Distribution Strictly Prohibited.

No user of this Report may reproduce, modify, copy, distribute, sell, resell, transmit, transfer, license, assign or publish the Report itself or any information contained therein. Notwithstanding the foregoing, clients with access to working models are permitted to alter or modify the information contained therein, provided that it is solely for such client’s own use. This Report is not intended to be available or distributed for any purpose that would be deemed unlawful or otherwise prohibited by any local, state, national or international laws or regulations or would otherwise subject the Company to registration or regulation of any kind within such jurisdiction.

Copyrights, Trademarks, Intellectual Property.

22V Research Group, and any logos or marks included in this Report are proprietary materials. The use of such terms and logos and marks without the express written consent of 22V Research Group is strictly prohibited. The copyright in the pages or in the screens of the Report, and in the information and material therein, is proprietary material owned by 22V Research Group unless otherwise indicated. The unauthorized use of any material on this Report may violate numerous statutes, regulations and laws, including, but not limited to, copyright, trademark, trade secret or patent laws.