Best computational drug discovery stocks by NexusTrade rating

Ratings and dated fundamentals

Inspect the highest-rated company

How is this ranking built?

Every industry list applies the same steps at its own cutoff: industry membership, the latest AI report rating on or before the cutoff, a report age limit, dated market data, then a sort by rating with ties ordered by ticker. The animation steps through them with one real example, the live cybersecurity list refreshed on October 13, 2026.

A live list's cutoff is its refresh time. A past year's list uses December 31 of the year before, and the current year's list uses the time it was generated. A Top N page shows the first N rows of its year's list and exists only when that list has at least N companies.

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.

Companies belong to the Computational Drug Discovery classification, based on company products and revenue. Classifications can overlap, so a company may appear in several industry lists.

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 Computational Drug Discovery 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.

1. Adaptive Biotechnologies Corporation Common Stock (ADPT): 2.5 / 5

   Adaptive Biotechnologies Corporation, a commercial-stage company, develops an immune medicine platform for the diagnosis and treatment of various diseases. The company offers immunosequencing platform which combines a suite of proprietary chemistry, computational biology, and machine learning to generate clinical immunomics data to decode the adaptive immune system. It also provides clonoSEQ diagnostic test which detects and monitors the remaining number of cancer cells that are present in a patient's body during and after treatment, known as Minimal Residual Disease (MRD). The company offers products and services for life sciences research, clinical diagnostics, and drug discovery applications. It has strategic collaborations with Genentech, Inc. for the development, manufacture, and commercialization of neoantigen directed T cell therapies for the treatment of a range of cancers. The company was formerly known as Adaptive TCR Corporation and changed its name to Adaptive Biotechnologies Corporation in December 2011. Adaptive Biotechnologies Corporation was incorporated in 2009 and is headquartered in Seattle, Washington.

2. BioCryst Pharmaceuticals Inc (BCRX): 2.5 / 5

   BioCryst Pharmaceuticals, Inc., a biotechnology company, develops oral small-molecule and injectable protein therapeutics to treat rare diseases. The company markets peramivir injection, an intravenous neuraminidase inhibitor for the treatment of acute uncomplicated influenza under the RAPIVAB, RAPIACTA, and PERAMIFLU names; and ORLADEYO, an oral serine protease inhibitor to treat hereditary angioedema. It is also developing BCX17725, a protein therapeutic for netherton syndrome which is in phase 1; Avoralstat, an ocular plasma kallikrein inhibitor for diabetic macular edema that is in preclinical phase; and BCX10013, an oral Factor D inhibitor for complement-mediated diseases, as well as developing Oral C5 Inhibitor and Oral C2 Inhibitor. The company has collaborations and in-license relationships with the Torii Pharmaceutical Co., Shionogi & Co., Ltd., Green Cross Corporation; National Institute of Allergy and Infectious Diseases; Biomedical Advanced Research and Development Authority; the U.S. Department of Health and Human Services; and The University of Alabama at Birmingham, as well as Albert Einstein College of Medicine of Yeshiva University and Industrial Research, Ltd. BioCryst Pharmaceuticals, Inc. was founded in 1986 and is headquartered in Durham, North Carolina.

3. Champions Oncology, Inc. (CSBR): 2.5 / 5

   Champions Oncology, Inc., a technology-enabled research company, provides technology solutions for drug discovery and development in the United States. The company, through its Tumorgraft technology platform, provides personalized cancer care based upon the implantation of human tumors in immune-deficient mice. It also offers translational oncology solutions that utilizes its technology platform to provide research services that assist in the drug development process of pharmaceutical and biotechnology companies. In addition, the company offers Lumin Bioinformatics, an oncology data-driven software program which contains comprehensive information derived from research services and clinical studies. It markets its products through internet and sales force to pharmaceutical and biotechnology companies. The company was formerly known as Champions Biotechnology, Inc. and changed its name to Champions Oncology, Inc. in April 2011. Champions Oncology, Inc. was incorporated in 1985 and is headquartered in Hackensack, New Jersey.

4. Immatics N.V. Ordinary Shares (IMTX): 2.5 / 5

   Immatics N.V., a clinical-stage biopharmaceutical company, focuses on the research and development of potential T cell redirecting immunotherapies for the treatment of cancer in the United States. The company is developing targeted immunotherapies with a focus on treating solid tumors through two distinct treatment modalities, such as TCR-engineered autologous or allogeneic adoptive cell therapies (ACT) and antibody-like TCR Bispecifics. Its products pipeline includes IMA203 that targets solid tumors, which is in Phase 1b clinical trial; IMA203CD8, a cell therapy product that is in Phase 1b clinical trial; IMA204 that targets tumor stroma, which is in preclinical stage; and IMA30x, an allogenic cellular therapy product candidate, which is in preclinical stage. The company develops TCR Bispecifics products, including IMA401 and IMA402, which is in Phase 1a clinical trial. The company has a strategic collaboration agreement with MD Anderson Cancer Center to develop multiple T cell and TCR-based adoptive cellular therapies; Celgene Corporation to develop novel adoptive cell therapies targeting multiple cancers; and Genmab A/S to develop T cell engaging bispecific immunotherapies targeting multiple cancer indications. Immatics N.V. is headquartered in Tübingen, Germany.

5. Maze Therapeutics, Inc. Common Stock (MAZE): 2.5 / 5

   Maze Therapeutics, Inc., a clinical stage biopharmaceutical company, develops small molecule precision medicines for the treatment of renal, cardiovascular, related metabolic diseases, and obesity in the United States. Its lead programs include MZE829, an oral small molecule inhibitor of apolipoprotein L1, or APOL1, which is in phase II clinical trial for the treatment of patients with APOL1 kidney disease; and MZE782, an oral small molecule inhibitor of the solute transporter SLC6A19, which is in phase I clinical trial for the treatment of chronic kidney disease. The company also offers MZE001, a clinical program for the treatment of Pompe disease. Maze Therapeutics, Inc. was formerly known as Modulus Therapeutics, Inc. and changed its name to Maze Therapeutics, Inc. in September 2018. The company was incorporated in 2017 and is based in South San Francisco, California.

Valuation and company size within this selection

These summaries use the 32 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.

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.

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.