Ratings and dated fundamentals
Exact eligible report scores in ranking order. Ratings summarize dated reports, not future returns; report and market dates remain in the table.
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| 1 | Astera Labs, Inc. Common Stock | ALAB | 3.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $190.71 | $33,332,689,523.25 | 72.25 | 16.67 |
| 2 | Marvell Technology, Inc. Common Stock | MRVL | 3 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $141.2 | $123,818,280,000 | 46.9 | 6.68 |
| 3 | Penguin Solutions, Inc. Ordinary Shares | PENG | 3 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $41.83 | $2,519,898,724.09 | 13.95 | 3.41 |
| 4 | Super Micro Computer, Inc. Common Stock | SMCI | 3 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $28.76 | $18,894,324,443.84 | 8.47 | 1.3 |
| 5 | Bit Digital, Inc. Ordinary Shares | BTBT | 2.5 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $0.73 | $264,560,737.8 | Not reported | 0.5 |
| 6 | C3.ai, Inc. | AI | 2 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $11.69 | $1,817,202,048.13 | Not reported | 2.62 |
| 7 | Nebius Group N.V. Class A Ordinary Shares | NBIS | 2 | 2025-12-31 | 2025 FY | openrouter::anthropic/claude-haiku-5.5 | 2026-11-06 | $129.49 | $35,202,532,178.82 | 426.7 | 7.66 |
| 8 | One Stop Systems, Inc. Common Stock | OSS | 2 | 2025-12-31 | 2025 FY | anthropic/claude-haiku-5-5 | 2026-11-06 | $4.31 | $107,911,387.95 | 251.36 | 2.82 |
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8 companies with eligible ratings and dated fundamentals, from 8 eligible companies in this selection.
Inspect a rated peer
Ratings and dated fundamentals
SuperX AI Technology Limited Ordinary Shares (SUPX): source evidence dated 2026-11-07T12:42:51.530Z.
- Rank
- 1
- Company
- Astera Labs, Inc. Common Stock
- Ticker
- ALAB
- Rating / 5
- 3.5
- Report date
- 2025-12-31
- Fiscal period
- 2025 FY
- Model
- anthropic/claude-haiku-5-5
- Market day
- 2026-11-06
The selected ticker, rating, report date and producing model match the first displayed row. Equal ratings use ticker order.
Which recorded peer has the highest usable rating?
The provider's peer set defines membership. It does not establish identical risk or business models. Read report dates and producing models.
NexusTrade stock ratings and report filters- Median market capitalization
- $10,707,111,583.97 · 8 / 8 displayed companies
- Median positive P/E (TTM)
- 59.58 · 6 / 8 displayed companies
- Median positive price / book
- 3.11 · 8 / 8 displayed companies
- Largest company by market cap
- Marvell Technology, Inc. Common Stock (MRVL) · $123,818,280,000
- Largest company's share of displayed market cap
- 57.33% · Sum of displayed market caps; not portfolio weights or revenue exposure
Check each median’s included count and each company’s market date. These are unweighted summaries of displayed companies, not a sector index or revenue exposure.
Research SUPX
Open a peer's company view and compare how it actually earns revenue with the anchor company.
Research SUPXKeep reporting dates and units beside the answer, and inspect its original citations.
How these companies are related
Peer membership comes from the same related-company provider used by NexusTrade's stock research. The provider identifies related companies using news coverage and returns data. A related company can be a competitor or a thematic peer; this list does not imply identical products or financial exposure.
Peer membership was fetched 2026-10-12.
The rating determines the order after peer membership is selected. The anchor company is excluded. Companies without an eligible report rating or dated fundamentals are counted in coverage and left out of the ranked table.
What best means in this list
This list was refreshed on 2026-11-07 using existing company reports. The report date in each row is the date of the underlying analysis; refreshing the list does not create a new company report.
Best means the highest stored NexusTrade report ratings within this selection. Ratings use the product's 1-to-5 scale. The list sorts by rating from high to low, with ticker order breaking equal-rating ties. A rating summarizes a report; it does not predict a stock's return.
The peer set comes from the recorded related-company provider. Similarity defines which companies enter this comparison; it does not establish that they have equal business models, risk or expected returns.
What the leading companies do
The first 5 companies below lead the ratings in this snapshot; equal ratings are ordered by ticker. Their company profiles describe different businesses even when they share the SuperX AI Technology Limited Ordinary Shares (SUPX) selection.
These are company descriptions, not estimates of revenue from this theme. Industry membership does not identify a pure-play business or establish how much sales depend on it. Open the company profile and examine segment disclosures before treating an overlapping classification as equivalent exposure.
Astera Labs, Inc. Common Stock (ALAB): 3.5 / 5
Astera Labs, Inc. designs, manufactures, and sells semiconductor-based connectivity solutions for cloud and AI infrastructure. It offers an intelligent connectivity platform, comprised high-speed connectivity integrated circuits, modules and boards, and COSMOS. The company also provides COSMOS software suite, a connectivity system management and optimization software that enables management and optimization of resources for large fleets at cloud-scale via link, fleet, and RAS management capabilities. In addition, it offers scorpio fabric switch, PCIe products, CXL products, and ethernet products. Further, the company provides solutions including AI Servers and Clustering, General Purpose Servers, and Networking solutions. The company serves hyperscalers and system original equipment manufacturers. Astera Labs, Inc. was incorporated in 2017 and is based in Santa Clara, California.
Marvell Technology, Inc. Common Stock (MRVL): 3 / 5
Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions, spanning the data center core to network edge. The company develops and scales system-on-a-chip architectures, integrating analog, mixed-signal, and digital signal processing functionality. It offers a portfolio of ethernet solutions, including spanning controllers, network adapters, physical transceivers, and switches; single or multiple core processors; and custom application specific integrated circuits. The company also provides interconnect products, including pulse amplitude modulation, coherent and coherent-lite digital signal processors (DSPs), laser drivers, trans-impedance amplifiers, silicon photonics, co-packaged optics, linear pluggable optics chipsets, data center interconnect, active electrical cable DSPs and peripheral component interconnect express retimer solutions; fibre channel products comprising host bus adapters and controllers; storage controllers for hard disk drives and solid-state-drives; host system interfaces, including serial advanced technology attachment and serial attached SCSI, peripheral component interconnect express, non-volatile memory express (NVMe), and NVMe over fabrics. It operates in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, and Vietnam. Marvell Technology, Inc. was incorporated in 1995 and is headquartered in Wilmington, Delaware.
Penguin Solutions, Inc. Ordinary Shares (PENG): 3 / 5
Penguin Solutions, Inc. designs, builds, deploys and manages enterprise solutions worldwide. The company operates through three segments: Advanced Computing, Integrated Memory, and Optimized LED. It offers hardware, software, and services focusing on technical computing for core and cloud environments through high-performance computing and AI solutions under the Penguin Solutions, Penguin Computing, Stratus, and Penguin Edge brands. The company also provides Penguin Solutions OriginAI, an AI infrastructure solution for customers deploying GPUs at scale; continuous availability of customers critical data and applications in data centers and edge locations under the Stratus brand products; and dynamic random-access memory, modules, solid-state/flash storage, and other integrated memory solutions to networking and telecom, data analytics, AI, and ML under the SMART Modular Technologies brand. In addition, it provides Zefr, a memory module; Altus and AMD EPYC based servers for expansive memory for AI workloads; flash memory products comprising solid-state drives, Serial Advanced Technology Attachment, and PCIe NVMe products in 2.5 enclosures, M.2, EDSFF, and other module form factors; and multimediacard and embedded and removable USB products, and SD and microSD Card configurations, as well as firmware development. Further, the company offers procurement, logistics, inventory management, temporary warehousing, programming, kitting, and packaging supply chain services; and LEDs under the Cree LED brand; Cree LED XLamp and J Series packaged LED components. It serves OEMs, enterprise, government, and other end customers through direct and third-party channels. The company was formerly known as SMART Global Holdings, Inc. and changed its name to Penguin Solutions, Inc. in October 2024. Penguin Solutions, Inc. was founded in 1988 and is headquartered in Fremont, California.
Super Micro Computer, Inc. Common Stock (SMCI): 3 / 5
Super Micro Computer, Inc., together with its subsidiaries, develops and sells server and storage solutions based on modular and open-standard architecture in the United States, Asia, Europe, and internationally. The company offers liquid and air-cooled AI servers for training and inferencing with integrated graphics processing units (GPUs) or PCIe based architectures; SuperBlade, MicroBlade, FlexTwin, GrandTwin, and BigTwin blade and multi-node systems; SuperStorage systems; Hyper, CloudDC, and WIO and rackmount systems; embedded (5G/IoT/Edge) systems; and MicroCloud server systems. It also provides workstations and networking devices; and modular server subsystems and accessories, including server boards, chassis, power supplies, and other accessories. In addition, the company offers remote system management solutions, such as Server Management suite comprising Supermicro Server Manager, Supermicro Power Management software, Supermicro Update Manager, SuperCloud Composer, and SuperDoctor 5. Further, the company identifies service requirements; creates and executes project plans; conducts verification testing; offers training; and provides technical documentation. Additionally, it offers rack level services from design to deployment for full rack and cluster level deployments of AI and HPC datacenters; help desk services and on-site product support; and warranties, maintenance, and technical support services. The company serves enterprise data centers, cloud computing, artificial intelligence, 5G, and edge computing markets through direct and indirect sales force, distributors, value-added resellers, system integrators, and original equipment manufacturers. Super Micro Computer, Inc. was incorporated in 1993 and is headquartered in San Jose, California.
Bit Digital, Inc. Ordinary Shares (BTBT): 2.5 / 5
Bit Digital, Inc., together with its subsidiaries, engages in the institutional grade ethereum treasury and staking business. It also designs and operates data centers and cloud solutions for AI training and inference workloads supported by renewable energy in Canada and Iceland. The company was formerly known as Golden Bull Limited and changed its name to Bit Digital, Inc. in September 2020. Bit Digital, Inc. was founded in 2015 and is headquartered in New York, New York.
Valuation and company size within this selection
These summaries use the 8 displayed companies. Each company retains its own market observation date in the ratings table above. Medians are unweighted; they are not a sector index valuation.
Positive P/E and price-to-book values are summarized separately. Missing, zero and negative values are excluded from those medians, with the included count shown. A lower multiple alone does not establish better value: profitability, growth, debt and business mix can differ.
Show the table · 5 rows, 3 columns
Scroll sideways to compare all columns. Select a heading to sort.
| Median market capitalization | $10,707,111,583.97 | 8 / 8 displayed companies |
| Median positive P/E (TTM) | 59.58 | 6 / 8 displayed companies |
| Median positive price / book | 3.11 | 8 / 8 displayed companies |
| Largest company by market cap | Marvell Technology, Inc. Common Stock (MRVL) | $123,818,280,000 |
| Largest company's share of displayed market cap | 57.33% | Sum of displayed market caps; not portfolio weights or revenue exposure |
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Other business classifications in the list
A company can appear in several product and revenue classifications. These overlapping memberships help identify different business mixes to investigate; they are not verified revenue shares or mutually exclusive subindustries.
Show the table · 5 rows, 2 columns
| Additional classification | Matching displayed companies |
|---|---|
| AI infrastructure | 8 / 8 |
| Technology | 8 / 8 |
| Artificial Intelligence | 7 / 8 |
| Hardware | 5 / 8 |
| Memory And Storage | 4 / 8 |
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Dates and coverage
Report dates range from 2025-12-31 to 2025-12-31. Market observations range from 2026-11-06 to 2026-11-06. These dates may differ across companies. Daily closes are not synchronized live quotes.
The selection includes 0 companies without a report, 0 with invalid latest rating metadata, 0 with older reports, 0 with missing required fundamentals and 0 with out-of-date market observations. Missing companies receive no substitute score.
How the ranking is built
The ranking uses the latest stored report at or before the refresh cutoff for each active eligible company. The report date, fiscal year/period and producing model remain visible. The latest invalid score is excluded; an older favorable score does not replace it. Publication policy stock-ratings-v1 accepts report ages up to 550 days and market observations up to 10 calendar days, with a positive close and market capitalization. Optional missing ratios remain not reported.
Report ages can differ substantially, particularly between annual and quarterly reports. Different producing models may also use different judgments. Read the date, fiscal period and model before comparing scores. Private report analysis and account data are not published here.
A refresh reads existing reports and market data. It does not rerun a model or create a new analysis. Compare business fundamentals and your own research constraints alongside the score before making a decision.