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Direct-to-Chip Liquid Cooling Supplier AI Data Center Risk / Opportunity Ranking
Opportunity/risk view with source-cited signals across liquid cooling suppliers, CDUs, cold plates, coolants, and AI data-center thermal infrastructure.
Updated June 30, 2026
Opportunity view
Showing rows 21-40 of 118; 20 rows per page.
| Rank | Company | Score | Thesis / Evidence |
|---|---|---|---|
| 21 | Centamil mediummedium | Score 5.3 Opp 7.6 Risk 2.3 | Thesis: Centamil has direct evidence of a production-ready AI thermal-management product aimed squarely at next-generation accelerator power density, with Hayagreeva HEx validated at 5,000W+ and framed as direct-to-chip liquid cooling across Nvidia, AMD, and Intel architectures. Why now: All core evidence centers on the May 28, 2026 product launch, including a published-at external confirmation the same day. The product is positioned for chips expected to head toward 4,400W+ within 24 months, which supports a timely multi-quarter relevance argument. Evidence
Caveats: Evidence is concentrated in one launch event replicated across outlets, not multiple independent commercialization datapoints. No contracts, customers, or financing disclosures are provided. As a private company, business durability is hard to assess from the reviewed sources alone. |
| 22 | ZJK Industrial Co., Ltd. mediummedium | Score 5.1 Opp 7.2 Risk 2.1 | Thesis: ZJK shows credible opportunity through a combination of strong FY2025 financial growth, a manufacturing-product launch with claimed efficiency/cost advantages, and industry recognition in liquid-cooling connectors for data centers, suggesting expanding relevance to AI infrastructure supply chains. Why now: The sequence matters: FY2025 results were disclosed on May 2, 2026, a next-generation dies launch came on May 13, 2026, and the liquid-cooling supplier award followed on June 2, 2026. That progression suggests operational momentum and growing recognition over the last two months of the recent evidence. Evidence
Caveats: The liquid-cooling-specific evidence is recognition rather than a disclosed revenue-bearing order. Vietnam expansion is mentioned without a dated timeline in the evidence, so recency is less certain. Cooling relevance is narrower component exposure versus full-system suppliers. |
| 23 | Airsys mediummedium | Score 5 Opp 7 Risk 2 | Thesis: Airsys has credible long-horizon opportunity as a private mission-critical cooling supplier scaling into AI/data-center demand, supported by a new $60M headquarters/manufacturing campus and leadership expansion aimed at surging global demand. Why now: Two dated announcements in May 2026 show organizational and physical scaling: executive team expansion on May 6, 2026 and a new global headquarters campus opening on May 13, 2026, with manufacturing slated for Q1 2027, which fits a 1 year+ horizon better than a short-term one Evidence
Caveats: Manufacturing at the new campus is slated for Q1 2027, so operational payoff timing extends beyond immediate quarters. Evidence is mainly self-reported corporate communications. |
| 24 | ChemTreat, Inc. mediummedium | Score 5 Opp 6 Risk 1 | Thesis: ChemTreat has a positive opportunity case because it was selected as a strategic national provider in Dow's Coolant Care Network for AI data center cooling, giving it a direct role in coolant supply, testing, analysis, and field support across a large installed base. Why now: Why now is the May 18, 2026 announcement joining Dow's Coolant Care Network, which is recent and directly linked to AI data center cooling demand Evidence
Caveats: Single primary article drives the thesis. This is service/coolant-management exposure rather than direct hardware or platform exposure. No financial contribution, contract size, or margin impact is disclosed. |
| 25 | CoolIT Systems mediummedium | Score 5 Opp 8 Risk 3 | Thesis: CoolIT has strong strategic validation from its $4.75B-$4.8B sale and ongoing technical progress in single-phase DLC, including a 15kW coldplate milestone, indicating durable relevance in AI thermal infrastructure. Why now: Two recent developments support the timing: a 15kW coldplate milestone was announced on June 1, 2026, and multiple June 2026 sources still discuss the Ecolab transaction at about $4.75B and associated revenue scale, suggesting continuing strategic importance over the next year. See Evidence
Caveats: Private/owned status means this is better framed as a watchlist or strategic-asset ranking, not a public tradable idea. Some supportive evidence comes through acquirer/owner commentary rather than CoolIT standalone filings. Market-growth report rows are thematic support, not direct company performance proof. |
| 26 | Danfoss A/S mediummedium | Score 5 Opp 8 Risk 3 | Thesis: Danfoss has credible direct-to-chip and CDU relevance through company and product reporting pages describing comprehensive CDU components and liquid-cooling connectivity solutions, while recent operating evidence shows adjacent product validation, strategic M&A in fluid conveyance, and local data-center-related job growth. Why now: Recent June 2026 evidence shows Danfoss moving strategically in fluid conveyance through the Alfagomma exclusivity agreement, while supporting source pages within the recent evidence describe Danfoss CDU and liquid-cooling component offerings. The timing supports a 1 year+ strategic thesis, though direct monetization evidence remains less explicit. Evidence
Caveats: The clearest cohort-fit evidence is supporting source context, not fully mirrored in direct events. Recent direct event evidence is partly adjacent to electrification and industrial systems rather than purely data-center cooling revenue conversion. |
| 27 | Iceotope Group mediummedium | Score 5 Opp 7 Risk 2 | Thesis: Iceotope has a credible opportunity profile based on fresh Series B funding and positioning around precision liquid cooling for AI hardware, with the reviewed sources also showing favorable thematic market growth. Why now: The key dated catalyst is the $26M Series B announced on May 14, 2026, which can fund product development, patent expansion, and ecosystem partnerships over the next year. Evidence
Caveats: Most thesis support beyond the financing event is contextual rather than hard operating proof. No direct customer, backlog, revenue, or deployment metrics are provided in the core reviewed sources. |
| 28 | LiquidStack mediummedium | Score 5 Opp 7 Risk 2 | Thesis: LiquidStack shows meaningful opportunity through clear product relevance in direct-to-chip/CDU systems plus recent commercialization and order-scale context, but most of the strongest company-specific evidence comes from supporting article context rather than direct events in the core reviewed sources. Why now: Later-dated supporting context in the reviewed sources points to commercial availability of the GigaModular CDU platform on May 21, 2026 and a 300MW CDU order on June 28, 2026, which, if durable, would matter over a 1 year+ horizon; however these are article-context rows and should be treated more cautiously than core direct event evidence. Evidence
Caveats: The only direct positive event in the core reviewed sources is largely market-level rather than LiquidStack-specific. Most attractive company-specific evidence is from supporting article context, which is lower priority than direct fact/events. |
| 29 | MiTAC Holdings Corporation highstrong | Score 5 Opp 8 Risk 3 | Thesis: MiTAC has the strongest direct positive evidence in this screen: repeated dated launches of liquid-cooled AI infrastructure across multiple events in April, May, and June 2026 suggest an expanding portfolio rather than a single isolated announcement. The most material evidence is the June 2026 debut of a 52U high-density liquid-cooled AI rack integrating 12 G4826Z5 AI servers with 96 AMD Instinct MI355X GPUs at COMPUTEX 2026.: MiTAC also showcased liquid cooling innovations and new server platforms at ISC 2026 on June 23, 2026. Earlier, on April 29, 2026, it launched the C2811Z5 OCP liquid-cooled server with AMD EPYC 9005 processors, showing the portfolio build started earlier in the recent evidence. Why now: The evidence sequence has improved over the recent evidence: OCP liquid-cooled server launch on April 29, 2026, AI Expo Korea product launches on May 8, 2026, COMPUTEX rack-scale launch on June 3, 2026/June 4, 2026, and ISC 2026 liquid-cooling showcase on June 23, 2026/June 24, 2026. That progression supports a currently maturing liquid-cooled AI infrastructure push with potential 1 year+ relevance. Evidence
Caveats: Most evidence is company-issued or syndicated press release content. No financial impact quantified; product showcases may not translate into material revenue. Same-story duplicates should not be treated as independent confirmation. |
| 30 | Vertiv Holdings Co highstrong | Score 5 Opp 9 Risk 4 | Thesis: Vertiv has the strongest 1 year+ opportunity profile in the screen because recent evidence shows sustained order momentum, a roughly $15B backlog, Q1 2026 beat-and-raise execution, and multiple 2026 acquisitions expanding liquid-cooling and thermal-chain capabilities for AI data centers. Why now: Recency is strong: Q1 2026 results and raised FY2026 guidance were reported on April 25, 2026, Strategic Thermal Labs was acquired around late April 2026, ThermoKey acquisition completed on June 12, 2026, and the next earnings update was noted as late July 2026, keeping the story active within the forecast window. See Evidence
Caveats: Several supportive rows are undated or supporting article context and are weaker than the direct Q1/guidance/acquisition evidence. Competitive references in relation rows are context-only and not independent counterparty propagation evidence. |
| 31 | Advanced Cooling Technologies, Inc. mediummedium | Score 4.9 Opp 6.9 Risk 2 | Thesis: ACT has direct evidence of U.S. manufacturing expansion for AI data-center cold plates, including a 50,000-square-foot facility and initial annual capacity above 500,000 cold plates, which supports a durable supply-side scaling thesis. Why now: The expansion was reported with exact reporting on May 19, 2026, and cold-plate manufacturing capacity is a long-duration build-out that fits a 1 year+ horizon better than a short catalyst thesis Evidence
Caveats: Single-article evidence base. No direct customer, order, or revenue conversion data in the reviewed sources. Private-company visibility is limited. |
| 32 | Shinwa Controls Co., Ltd. mediummedium | Score 4.9 Opp 7.4 Risk 2.5 | Thesis: Shinwa Controls has a credible multi-year opportunity because it just formalized a strategic collaboration with Wiwynn to deliver advanced liquid cooling for high-density data-center racks after three years of joint engineering. That points to a move from development into production-oriented positioning for global CSPs, which fits a 1 year+ opportunity horizon Why now: Why now is strong because the formal collaboration was announced on June 3, 2026 and is framed as building on three years of validation, suggesting the relationship has matured into go-to-market phase Evidence
Caveats: Private company with low coverage confidence. Two main articles describe the same announcement and should not be treated as separate corroboration. |
| 33 | OptiCool lowweak | Score 4.8 Opp 6.7 Risk 1.9 | Thesis: OptiCool has direct evidence of relevance in high-density AI cooling through its partnership with Belden and two-phase rear-door heat exchanger offering supporting up to 120 kW per rack, which is meaningful for AI rack retrofit and close-coupled cooling demand. Why now: The dated catalyst is the April 16, 2026 Belden partnership announcement, positioning OptiCool in integrated high-density AI infrastructure for enterprises and colocations. Recency beyond that is limited. Evidence
Caveats: Coverage confidence is low because only one direct article is present. No direct customer deployment evidence is provided. External CDU relevance exists, but the cited OptiCool CDU page has a May 29, 2025 reporting and is outside the direct recent event set, so it is more contextual than timely proof. |
| 34 | Airsys mediummedium | Score 4.7 Opp 7.1 Risk 2.4 | Thesis: Airsys has credible long-horizon opportunity as a private mission-critical cooling supplier scaling into AI/data-center demand, supported by a new $60M headquarters/manufacturing campus and leadership expansion aimed at surging global demand. Why now: Two dated announcements in May 2026 show organizational and physical scaling: executive team expansion on May 6, 2026 and a new global headquarters campus opening on May 13, 2026, with manufacturing slated for Q1 2027, which fits a 1 year+ horizon better than a short-term one Evidence
Caveats: Manufacturing at the new campus is slated for Q1 2027, so operational payoff timing extends beyond immediate quarters. Evidence is mainly self-reported corporate communications. |
| 35 | Alloy Enterprises mediummedium | Score 4.6 Opp 6.7 Risk 2.1 | Thesis: Alloy appears strategically valuable in AI/data-center thermal management because Johnson Controls agreed to acquire it, with the article stating the deal gives the buyer immediate access to advanced thermal management technology for data center cooling and high-performance computing; that points to durable strategic relevance over a 1 year+ horizon if the close and integration proceed as described. Why now: The why-now is the April 14, 2026 report that Johnson Controls agreed to acquire Alloy Enterprises, with expected closing in Q3 2026, making ownership and strategic positioning time-sensitive. The same article also describes Alloy's focus on heat exchangers and fluid systems for data center cooling and HPC. Article timestamp is April 14, 2026 via exact reporting timestamp. Evidence
Caveats: Positive thesis is concentrated in a single article; same-article rows are not independent confirmation. No direct revenue, customer, contract, capacity, or funding evidence is provided in the reviewed sources. The article says the deal is expected to close in Q3 2026; completion was not separately confirmed in later evidence. |
| 36 | Faster S.r.l. mediummedium | Score 4.6 Opp 6.7 Risk 2.1 | Thesis: Faster has direct evidence of entering the data-center thermal-management market with OCP-compliant liquid-cooling couplers and quick-disconnect products, creating a credible niche opportunity as liquid-cooling connector demand grows. Why now: The relevant launch was reported on May 6, 2026 and specifically frames Faster's move as entry into a high-growth data-center market, making this a fresh strategic expansion for a 1 year+ horizon Evidence
Caveats: Only one article in reviewed sources. No direct revenue or order-size disclosure tied to the launch. Subsidiary evidence should not be over-propagated beyond what is directly stated. |
| 37 | INVT lowweak | Score 4.4 Opp 7 Risk 2.6 | Thesis: INVT has direct relevance to AI data center cooling through AI-ready power and cooling solutions, including an SC Series coolant distribution unit and broader integrated air-and-liquid cooling data center offerings. Why now: June 2026 launch materials show INVT unveiling a new strategy and product portfolio, including liquid-cooling and data-center-adjacent products, which supports a 1 year+ watchlist opportunity but with modest conviction because commercialization evidence is thin. Evidence
Caveats: Evidence is mostly PR-style and lacks revenue, contract, or adoption metrics. Limited independent confirmation reduces confidence. Cooling relevance is real, but the magnitude of business impact is unclear. |
| 38 | Apex Water and Process mediummedium | Score 4.3 Opp 6.5 Risk 2.2 | Thesis: Apex has direct evidence of becoming Dow's national service provider for heat-transfer fluids used in data-center liquid and direct-to-chip cooling, which can support a multi-quarter services and maintenance niche in AI infrastructure. Why now: Both included articles are from late May 2026 and describe a new service-provider designation tied directly to expanding data-center DTC cooling capabilities, making the commercial positioning recent for a 1 year+ horizon Evidence
Caveats: Evidence is based on two low-credibility press-style sources. No financial terms, backlog, customer count, or revenue contribution were disclosed. |
| 39 | Johnson Controls International plc highstrong | Score 4.1 Opp 9 Risk 4.9 | Thesis: Johnson Controls has the strongest positive reviewed sources among the public names because it combines direct liquid-cooling product relevance, acquisition-led portfolio expansion, and powerful operating execution. Q2 FY2026 showed sales growth, 30% order growth, record $20B backlog, EPS growth, and raised FY guidance, while the company also completed the Alloy Enterprises acquisition to strengthen data-center thermal management and launched a 1MW Silent-Aire CDU platform according to June 28 external coverage Why now: Why now is especially strong because the positive evidence is both recent and sequenced: Q2 beat and guidance raise on May 6, Alloy acquisition completion on May 13, Armada factory agreement on May 19, and June 28 external evidence of a 1MW CDU launch, showing continued cooling-platform buildout across the quarter Evidence
Caveats: The June 28 CDU launch is supporting context, not yet merged serving evidence, though it is dated and company-specific. Some positive rows in the reviewed sources are broader sentiment or institutional-flow items and were not used as primary thesis drivers. |
| 40 | Aeroflex Industries Ltd. mediummedium | Score 4 Opp 8 Risk 4 | Thesis: Aeroflex has direct evidence of a pivot into AI data center liquid cooling, specifically manifold and skid assemblies, with a planned capacity expansion from 6,000 to 15,000 units and a target for skid assemblies to become a meaningful share of FY27 revenue. Why now: Recent May 2026 reporting ties Aeroflex directly to India's data center buildout and specifies near-term capacity expansion over the next two quarters with utilization goals by March 2027, making the thesis timely and relevant for a 1 year+ horizon. Evidence
Caveats: Most core evidence comes from a small number of Financial Express articles, so corroboration depth is limited. Some positive flow and multibagger references are market/sentiment context, not direct operating proof. Export concentration creates additional macro and regional sensitivity. |
Risk view
Showing rows 81-100 of 118; 20 rows per page.
| Rank | Company | Score | Thesis / Evidence |
|---|---|---|---|
| 81 | Apex Water and Process mediummedium | Score -4.3 Opp 6.5 Risk 2.2 | Thesis: The evidence base is narrow and low-source-quality, with no disclosed financial terms, no customer volume, and no direct proof yet of converted revenue beyond the designation itself. Why now: Both included articles are from late May 2026 and describe a new service-provider designation tied directly to expanding data-center DTC cooling capabilities, making the commercial positioning recent for a 1 year+ horizon Evidence
Caveats: Evidence is based on two low-credibility press-style sources. No financial terms, backlog, customer count, or revenue contribution were disclosed. |
| 82 | INVT mediummedium | Score -4.4 Opp 7 Risk 2.6 | Thesis: The opportunity is still early-stage and promotion-heavy: most evidence is the same trade-show press-release family, with no disclosed customer wins, financials, or production scale proof, creating follow-through risk. Why now: The relevant evidence is concentrated around Data Centre World Frankfurt 2026 on May 6-7, 2026, where INVT showcased the CDU and UPS offerings after articles crawled on April 29, 2026. That makes the story current but still pre-conversion. Evidence
Caveats: Most evidence is repeated from the same showcase/press-release theme and should not be treated as independent confirmation. No financial performance, order backlog, or customer deployment evidence is provided. Some entries are neutral showcase announcements rather than clearly directional commercial wins. |
| 83 | Alloy Enterprises mediummedium | Score -4.6 Opp 6.7 Risk 2.1 | Thesis: The main risk is evidence sparsity and transaction uncertainty rather than a disclosed adverse operating event. The positive case relies heavily on one acquisition article, and the deal was expected to close in Q3 2026 rather than being reported completed in the reviewed sources, so timing and post-close business-state changes remain uncertain. Why now: The why-now is the April 14, 2026 report that Johnson Controls agreed to acquire Alloy Enterprises, with expected closing in Q3 2026, making ownership and strategic positioning time-sensitive. The same article also describes Alloy's focus on heat exchangers and fluid systems for data center cooling and HPC. Article timestamp is April 14, 2026 via exact reporting timestamp. Evidence
Caveats: Positive thesis is concentrated in a single article; same-article rows are not independent confirmation. No direct revenue, customer, contract, capacity, or funding evidence is provided in the reviewed sources. The article says the deal is expected to close in Q3 2026; completion was not separately confirmed in later evidence. |
| 84 | Faster S.r.l. mediummedium | Score -4.6 Opp 6.7 Risk 2.1 | Thesis: The evidence is still early-stage market-entry evidence without disclosed customer wins, backlog, or financial impact, so execution and adoption remain the key reviewed sources-visible risks. Why now: The relevant launch was reported on May 6, 2026 and specifically frames Faster's move as entry into a high-growth data-center market, making this a fresh strategic expansion for a 1 year+ horizon Evidence
Caveats: Only one article in reviewed sources. No direct revenue or order-size disclosure tied to the launch. Subsidiary evidence should not be over-propagated beyond what is directly stated. |
| 85 | Airsys mediummedium | Score -4.7 Opp 7.1 Risk 2.4 | Thesis: Risk is mainly commercial proof risk: evidence shows product launch and pilot intake, but not converted contracts, backlog, or financing strength. Why now: Timing is defined by April 2026 launches: LiquidRack was announced on April 20, 2026 and UniCool-Max on April 16, 2026, making this a relatively fresh new-product cycle within the 1 year+ horizon. See Evidence
Caveats: Evidence is launch-oriented and lacks proof of commercial conversion. |
| 86 | OptiCool lowweak | Score -4.8 Opp 6.7 Risk 1.9 | Thesis: Risk is primarily evidence-thinness: the reviewed sources have only one direct company event and no financial, order, capacity, or customer-conversion data, so commercial traction remains uncertain. Why now: The dated catalyst is the April 16, 2026 Belden partnership announcement, positioning OptiCool in integrated high-density AI infrastructure for enterprises and colocations. Recency beyond that is limited. Evidence
Caveats: Coverage confidence is low because only one direct article is present. No direct customer deployment evidence is provided. External CDU relevance exists, but the cited OptiCool CDU page has a May 29, 2025 reporting and is outside the direct recent event set, so it is more contextual than timely proof. |
| 87 | Advanced Cooling Technologies, Inc. mediummedium | Score -4.9 Opp 6.9 Risk 2 | Thesis: The reviewed sources contain only one main article, so evidence breadth is limited, and commercialization pace or customer conversion is not independently corroborated within the reviewed sources. Why now: The expansion was reported with exact reporting on May 19, 2026, and cold-plate manufacturing capacity is a long-duration build-out that fits a 1 year+ horizon better than a short catalyst thesis Evidence
Caveats: Single-article evidence base. No direct customer, order, or revenue conversion data in the reviewed sources. Private-company visibility is limited. |
| 88 | Shinwa Controls Co., Ltd. mediummedium | Score -4.9 Opp 7.4 Risk 2.5 | Thesis: Primary risk is lack of financial visibility and narrow evidence base. The reviewed sources gives no revenue, order, or customer deployment data for Shinwa itself, and evidence comes from two versions of the same partnership announcement, which are not independent confirmation. That limits conviction on scale and monetization timing Why now: Why now is strong because the formal collaboration was announced on June 3, 2026 and is framed as building on three years of validation, suggesting the relationship has matured into go-to-market phase Evidence
Caveats: Private company with low coverage confidence. Two main articles describe the same announcement and should not be treated as separate corroboration. |
| 89 | Airsys mediummedium | Score -5 Opp 7 Risk 2 | Thesis: Risk is mainly commercial proof risk: evidence shows product launch and pilot intake, but not converted contracts, backlog, or financing strength. Why now: Timing is defined by April 2026 launches: LiquidRack was announced on April 20, 2026 and UniCool-Max on April 16, 2026, making this a relatively fresh new-product cycle within the 1 year+ horizon. See Evidence
Caveats: Evidence is launch-oriented and lacks proof of commercial conversion. |
| 90 | ChemTreat, Inc. mediummedium | Score -5 Opp 6 Risk 1 | Thesis: Risk is low on negative evidence but moderate on proof depth: the thesis depends mainly on one partnership announcement and service-provider status rather than hard revenue or expansion metrics. Why now: Why now is the May 18, 2026 announcement joining Dow's Coolant Care Network, which is recent and directly linked to AI data center cooling demand Evidence
Caveats: Single primary article drives the thesis. This is service/coolant-management exposure rather than direct hardware or platform exposure. No financial contribution, contract size, or margin impact is disclosed. |
| 91 | CoolIT Systems mediummedium | Score -5 Opp 8 Risk 3 | Thesis: Risk is not from visible operating distress but from structural limitations for ranking attractiveness: it is now effectively a private/owned asset in transition, and some evidence is market-context or acquisition-context rather than standalone operating disclosure. Why now: Two recent developments support the timing: a 15kW coldplate milestone was announced on June 1, 2026, and multiple June 2026 sources still discuss the Ecolab transaction at about $4.75B and associated revenue scale, suggesting continuing strategic importance over the next year. See Evidence
Caveats: Private/owned status means this is better framed as a watchlist or strategic-asset ranking, not a public tradable idea. Some supportive evidence comes through acquirer/owner commentary rather than CoolIT standalone filings. Market-growth report rows are thematic support, not direct company performance proof. |
| 92 | Danfoss A/S mediummedium | Score -5 Opp 8 Risk 3 | Thesis: Risk is moderate because much of the strongest cohort-fit evidence comes from supporting context pages rather than direct operating events, so commercial traction in liquid-cooling components is less directly quantified than for top-ranked names. Why now: Recent June 2026 evidence shows Danfoss moving strategically in fluid conveyance through the Alfagomma exclusivity agreement, while supporting source pages within the recent evidence describe Danfoss CDU and liquid-cooling component offerings. The timing supports a 1 year+ strategic thesis, though direct monetization evidence remains less explicit. Evidence
Caveats: The clearest cohort-fit evidence is supporting source context, not fully mirrored in direct events. Recent direct event evidence is partly adjacent to electrification and industrial systems rather than purely data-center cooling revenue conversion. |
| 93 | Iceotope Group mediummedium | Score -5 Opp 7 Risk 2 | Thesis: Risk is mostly evidence-quality and scaling risk: direct company evidence is limited to one financing event, while much of the broader thesis is market-context or website-style supporting context. Why now: The key dated catalyst is the $26M Series B announced on May 14, 2026, which can fund product development, patent expansion, and ecosystem partnerships over the next year. Evidence
Caveats: Most thesis support beyond the financing event is contextual rather than hard operating proof. No direct customer, backlog, revenue, or deployment metrics are provided in the core reviewed sources. |
| 94 | LiquidStack mediummedium | Score -5 Opp 7 Risk 2 | Thesis: Risk is mostly execution and evidence-depth risk: core reviewed sources direct company evidence is thin, with much of the bullish case relying on lower-priority supporting context and market reports rather than a deep set of independently corroborated operating metrics. Why now: Later-dated supporting context in the reviewed sources points to commercial availability of the GigaModular CDU platform on May 21, 2026 and a 300MW CDU order on June 28, 2026, which, if durable, would matter over a 1 year+ horizon; however these are article-context rows and should be treated more cautiously than core direct event evidence. Evidence
Caveats: The only direct positive event in the core reviewed sources is largely market-level rather than LiquidStack-specific. Most attractive company-specific evidence is from supporting article context, which is lower priority than direct fact/events. |
| 95 | MiTAC Holdings Corporation highstrong | Score -5 Opp 8 Risk 3 | Thesis: There is no direct negative evidence in the reviewed sources, so risk is mainly execution and evidence-quality related: much of the evidence is press-release driven, duplicates appear across syndication, and the reviewed sources does not quantify orders, revenue, margins, or conversion from showcases to sales. Same-article repeats are not independent confirmation. Why now: The evidence sequence has improved over the recent evidence: OCP liquid-cooled server launch on April 29, 2026, AI Expo Korea product launches on May 8, 2026, COMPUTEX rack-scale launch on June 3, 2026/June 4, 2026, and ISC 2026 liquid-cooling showcase on June 23, 2026/June 24, 2026. That progression supports a currently maturing liquid-cooled AI infrastructure push with potential 1 year+ relevance. Evidence
Caveats: Most evidence is company-issued or syndicated press release content. No financial impact quantified; product showcases may not translate into material revenue. Same-story duplicates should not be treated as independent confirmation. |
| 96 | Vertiv Holdings Co highstrong | Score -5 Opp 9 Risk 4 | Thesis: Main risks are competitive and cyclical rather than operational distress: reviewed sources evidence flags hyperscaler insourcing/competition concerns, including Amazon custom liquid-cooling actions, plus broader AI data-center oversupply and tariff/supply-chain debate. Why now: Recency is strong: Q1 2026 results and raised FY2026 guidance were reported on April 25, 2026, Strategic Thermal Labs was acquired around late April 2026, ThermoKey acquisition completed on June 12, 2026, and the next earnings update was noted as late July 2026, keeping the story active within the forecast window. See Evidence
Caveats: Several supportive rows are undated or supporting article context and are weaker than the direct Q1/guidance/acquisition evidence. Competitive references in relation rows are context-only and not independent counterparty propagation evidence. |
| 97 | ZJK Industrial Co., Ltd. mediummedium | Score -5.1 Opp 7.2 Risk 2.1 | Thesis: Risk is modest but real because the cooling-specific validation is mostly award/recognition rather than large disclosed contracts, so evidence of monetization in liquid cooling is still limited. Why now: The sequence matters: FY2025 results were disclosed on May 2, 2026, a next-generation dies launch came on May 13, 2026, and the liquid-cooling supplier award followed on June 2, 2026. That progression suggests operational momentum and growing recognition over the last two months of the recent evidence. Evidence
Caveats: The liquid-cooling-specific evidence is recognition rather than a disclosed revenue-bearing order. Vietnam expansion is mentioned without a dated timeline in the evidence, so recency is less certain. Cooling relevance is narrower component exposure versus full-system suppliers. |
| 98 | Centamil mediummedium | Score -5.3 Opp 7.6 Risk 2.3 | Thesis: Risk is early-stage execution risk: the company is private, evidence is concentrated in launch announcements, and commercial proof is limited to production samples available after LOI rather than disclosed contracts or recurring revenue. Why now: All core evidence centers on the May 28, 2026 product launch, including a published-at external confirmation the same day. The product is positioned for chips expected to head toward 4,400W+ within 24 months, which supports a timely multi-quarter relevance argument. Evidence
Caveats: Evidence is concentrated in one launch event replicated across outlets, not multiple independent commercialization datapoints. No contracts, customers, or financing disclosures are provided. As a private company, business durability is hard to assess from the reviewed sources alone. |
| 99 | Alfa Laval mediummedium | Score -5.4 Opp 7.6 Risk 2.2 | Thesis: Main risk is evidentiary rather than event-driven: the reviewed sources have no direct negative company-specific event, but AI cooling upside is supported mostly by company context and market-growth references rather than fresh customer wins. There is also valuation caution in a Nasdaq/Zacks comparison that labels ALFVY less attractive on value metrics, which could limit upside if execution merely stays solid rather than accelerates Why now: Why now is a combination of current AI cooling relevance plus recent operating confirmation: Alfa Laval's direct-to-chip cooling offering is present on its site but undated, so recency is uncertain. More timely support comes from June 10 industry-growth context for liquid cooling and April 22 Q1 results/outlook Evidence
Caveats: AI cooling exposure is supported partly by undated company-context evidence rather than a newly dated contract or product launch. |
| 100 | Refroid Technologies mediummedium | Score -5.4 Opp 6.6 Risk 1.2 | Thesis: Direct adverse evidence is absent in the reviewed sources. The main risk is evidence limitation: recognition-oriented and product-context articles do not establish customer wins, financing, or scaled deployment, so longer-horizon upside remains less proven. Recency on some product/partnership facts is uncertain because several evidence are marked undated. Why now: Most relevant reviewed-source evidence clusters in late April 2026 around market recognition and current product framing, with company and product reporting showing CDU visibility by May 21, 2026. For a 1 year+ horizon, that suggests a company entering broader awareness, but not yet evidenced at scale. Evidence
Caveats: Recognition and PR-style coverage are weaker than direct commercial traction evidence. Several supporting facts are undated, so recency of product and partnership status is uncertain. |