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Price return: ABSI and RANI Historical recorded observations on the same scale. Missing metrics leave gaps. -121% -32% 57% 145% 234% 2021 2022 2023 2024 2025 2026
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↗ CONTEXT ATTACHED ABSI + RANI Prices, financials and SEC filing evidence
Business overlap Businesses Fundamentals Methodology Similarity 35.8%
4 shared / 9 total tags How similar are their businesses? The score compares business activities in annual filings released in 2025. Core activities receive four times the weight of material activities. Industries that fewer companies share carry more weight.
Biotechnology Healthcare Pharmaceuticals Technology
How we measure overlap ↗ The businesses behind the score
Industry overlap Filing-derived business activity overlap Counts of retained positive business classifications. Circle sizes do not encode the counts or the weighted similarity score. ABSI only 2 Shared 4 RANI only 3 ABSI only · 2 Artificial intelligenceMaterial ↗ Filing evidence Computational Drug DiscoveryCore ↗ Filing evidence Shared activities · 4 BiotechnologyABSI: Core · RANI: Core ↗ Filing evidence HealthcareABSI: Material · RANI: Core ↗ Filing evidence PharmaceuticalsABSI: Core · RANI: Core ↗ Filing evidence TechnologyABSI: Core · RANI: Material ↗ Filing evidence RANI only · 3 ImmunotherapyMaterial ↗ Filing evidence ManufacturingMaterial ↗ Filing evidence Medical DevicesMaterial ↗ Filing evidence
Positive activities from the two selected annual filings. Expand each group to view all its activities, or use the complete table below. These are classification sets, not revenue shares. The weighted similarity score also accounts for exposure and how common each activity is. Show business activity table · 9 rows, 3 columns All 9 Shared 4 Different 5
Core activities receive full weight; material activities receive one quarter. Select a tag to read the filing evidence.
ABSI Core Annual filing released 2025-03-18 · GPT 6 Luna
Our Integrated Drug Creation Platform
For over a decade, we have used synthetic biology technologies to generate antibodies at a large scale and to validate them in wet lab testing, thereby generating high-quality large datasets that can be in turn used to train and refine our AI generative models. Specifically, we believe our lab-in-the-loop process allows us to rapidly improve AI models and accelerate the design and optimization of product candidates with potentially novel, best-in-class attributes. With the data to learn, the AI to create, and the wet lab to validate, we believe we can create billions of antibody designs and screen millions of ranked antibody sequences in weeks, allowing us to go from AI-designed to wet lab-validated product candidates in as little as six weeks. Our business model not only secures a focused set of therapeutic areas, but also gives us greater optionality, enhancing our ability to pivot and adapt as the programs progress. We believe we will grow and diversify our portfolio of programs through our model, ultimately driving innovation and delivering value for all stakeholders.
10
Table of Contents
Internally Developed Programs
Our pipeline reflects internally developed programs which highlight our differentiated capabilities in de novo antibody creation, multi-parametric lead optimization, and reverse immunology, with an initial focus on cytokine biology. As of December 31, 2024, we have identified four wholly owned, internally developed programs focusing on cytokine biology as well as several undisclosed internal pipeline programs currently in early discovery phases. Read the annual filing ↗ RANI Core Annual filing released 2025-03-31 · GPT 6 Luna
•Our principal stockholders and management own a significant percentage of our stock and are able to exert significant control over matters subject to stockholder approval and may prevent other stockholders from influencing significant corporate decisions.
6
PART I
Item 1. Business
Overview
We are a clinical stage biotherapeutics company focusing on advancing technologies to enable the administration of biologics and drugs orally, to provide patients, physicians, and healthcare systems with a convenient alternative to painful injections. We are advancing a portfolio of oral therapeutics using our proprietary delivery technology and we are actively pursuing partnering the technology with third party biopharmaceutical companies for the oral delivery of their biologics and drugs. 1. Organization and Nature of Business
Description of Business
Rani Therapeutics Holdings, Inc. (“Rani Holdings”, and together with its consolidated subsidiary, the “Company”) is a clinical-stage biotherapeutics company focusing on advancing technologies to enable the administration of biologics and drugs orally, to provide patients, physicians, and healthcare systems with a convenient alternative to painful injections. The Company’s technology comprises a drug-agnostic oral delivery platform, the RaniPill capsule, which is designed to deliver a wide variety of drug substances, including antibodies, proteins, peptides, and oligonucleotides. The Company is advancing a portfolio of oral therapeutics using the RaniPill capsule. Read the annual filing ↗ ABSI Material Annual filing released 2025-03-18 · GPT 6 Luna
ABS-101
Our first development candidate, ABS-101 is in development as a potential treatment for Inflammatory Bowel Disease (IBD). IBD is a chronic condition characterized by inflammation within the gastrointestinal tract and encompasses two main disorders: ulcerative colitis (UC) and Crohn’s Disease (CD). UC primarily affects the colon and the rectum, and symptoms include bloody diarrhea, abdominal pain, bowel urgency, and frequent bowel movements. CD can affect any part of the gastrointestinal tract, from the mouth to the anus, and symptoms include abdominal pain, diarrhea, weight loss, fatigue, and complications such as strictures or fistulas. Additionally, while we endeavored to create antibodies with the same attributes as those of competitive antibodies, we cannot assure you that they are comparable to or better than those being developed by our competitors, nor can we assure you that direct comparisons of ABS-101 to those of our competitors will produce similar results.
Preclinical development of ABS-101 is ongoing in preparation for a potential regulatory filing in the first half of 2025, and an anticipated interim clinical readout in the second half of 2025.
ABS-201
Our second development candidate, ABS-201 is in development as a potential treatment for androgenic alopecia (AGA). AGA is an indication with a significant clinical unmet need and a potential patient population of approximately 80 million individuals in the United States alone. Read the annual filing ↗ RANI Core Annual filing released 2025-03-31 · GPT 6 Luna
•Our principal stockholders and management own a significant percentage of our stock and are able to exert significant control over matters subject to stockholder approval and may prevent other stockholders from influencing significant corporate decisions.
6
PART I
Item 1. Business
Overview
We are a clinical stage biotherapeutics company focusing on advancing technologies to enable the administration of biologics and drugs orally, to provide patients, physicians, and healthcare systems with a convenient alternative to painful injections. We are advancing a portfolio of oral therapeutics using our proprietary delivery technology and we are actively pursuing partnering the technology with third party biopharmaceutical companies for the oral delivery of their biologics and drugs. 1. Organization and Nature of Business
Description of Business
Rani Therapeutics Holdings, Inc. (“Rani Holdings”, and together with its consolidated subsidiary, the “Company”) is a clinical-stage biotherapeutics company focusing on advancing technologies to enable the administration of biologics and drugs orally, to provide patients, physicians, and healthcare systems with a convenient alternative to painful injections. The Company’s technology comprises a drug-agnostic oral delivery platform, the RaniPill capsule, which is designed to deliver a wide variety of drug substances, including antibodies, proteins, peptides, and oligonucleotides. The Company is advancing a portfolio of oral therapeutics using the RaniPill capsule. Read the annual filing ↗ ABSI Core Annual filing released 2025-03-18 · GPT 6 Luna
Our business model not only secures a focused set of therapeutic areas, but also gives us greater optionality, enhancing our ability to pivot and adapt as the programs progress. We believe we will grow and diversify our portfolio of programs through our model, ultimately driving innovation and delivering value for all stakeholders.
10
Table of Contents
Internally Developed Programs
Our pipeline reflects internally developed programs which highlight our differentiated capabilities in de novo antibody creation, multi-parametric lead optimization, and reverse immunology, with an initial focus on cytokine biology. As of December 31, 2024, we have identified four wholly owned, internally developed programs focusing on cytokine biology as well as several undisclosed internal pipeline programs currently in early discovery phases. ABS-101
Our first development candidate, ABS-101 is in development as a potential treatment for Inflammatory Bowel Disease (IBD). IBD is a chronic condition characterized by inflammation within the gastrointestinal tract and encompasses two main disorders: ulcerative colitis (UC) and Crohn’s Disease (CD). UC primarily affects the colon and the rectum, and symptoms include bloody diarrhea, abdominal pain, bowel urgency, and frequent bowel movements. CD can affect any part of the gastrointestinal tract, from the mouth to the anus, and symptoms include abdominal pain, diarrhea, weight loss, fatigue, and complications such as strictures or fistulas. Read the annual filing ↗ RANI Core Annual filing released 2025-03-31 · GPT 6 Luna
Teriparatide, a synthetic form of the natural human parathyroid hormone hPTH(1-34), is a PTH analog administered as a once-daily injection to treat osteoporosis, first developed by Eli Lilly and Company and sold under the brand name Forteo. Another PTH analog injectable is Tymlos by Radius Health, Inc., which was approved in 2017. A teriparatide biosimilar injectable by Pfenex, Inc. was approved in 2019. Annual sales revenue of PTH analogs and biosimilars globally in 2021 was approximately $2.0 billion.
Our solution: RT-102
We are developing RT-102, the RaniPill capsule containing our novel formulation of PTH, for oral treatment of osteoporosis. We have worldwide commercial rights to RT-102. In addition to the existing market, we believe there is an opportunity to expand the market by advancing RT-102 as a first line therapy for osteoporosis. We are developing RT-111, a RaniPill capsule containing an ustekinumab biosimilar, for the treatment of various inflammatory conditions. We entered into a License and Supply Agreement with Celltrion, under which we receive a license and supply of Celltrion’s ustekinumab biosimilar for development and commercialization worldwide, subject to a right of first negotiation for Celltrion following completion of a Phase 1 clinical trial that meets its primary endpoint(s).
Clinical trials Read the annual filing ↗ ABSI Core Annual filing released 2025-03-18 · GPT 6 Luna
erate broader IP for first-in-class antibody therapeutics and find new IP for fast-follower or best-in-class antibody therapeutics.
Our Business Model
Our business model is focused on monetizing our Integrated Drug Creation platform by generating internally developed programs that are later partnered or out-licensed following certain value inflection points (anywhere from preclinical through clinical development) or by partnering with third parties who wish to leverage our Integrated Drug Creation platform for early discovery efforts in a variety of deal structures.
Internally Developed Programs: We believe that by developing our own pipeline, we will create optionality for enhanced monetization and validation of our Integrated Drug Creation platform. With the ability to selectively choose both novel and fast-follower targets, in addition to develop potentially best-in-class attributes, we aim to take our internally developed programs to certain value inflection points before considering partnering or out-licensing opportunities.
Partnered Programs:
•Drug Creation Programs: We enter into collaborations with third parties who are seeking to leverage our platform to solve challenging problems. We work closely with our partners on single and multi-target programs to develop product candidates against targets they have selected. Read the annual filing ↗ RANI Material Annual filing released 2025-03-31 · GPT 6 Luna
•Our principal stockholders and management own a significant percentage of our stock and are able to exert significant control over matters subject to stockholder approval and may prevent other stockholders from influencing significant corporate decisions.
6
PART I
Item 1. Business
Overview
We are a clinical stage biotherapeutics company focusing on advancing technologies to enable the administration of biologics and drugs orally, to provide patients, physicians, and healthcare systems with a convenient alternative to painful injections. We are advancing a portfolio of oral therapeutics using our proprietary delivery technology and we are actively pursuing partnering the technology with third party biopharmaceutical companies for the oral delivery of their biologics and drugs. In August 2024, we entered into a contract to conduct evaluation services of certain customer compounds for oral delivery using the RaniPill HC. This customer paid us an up-front payment of $0.6 million upon execution of the contract. Upon completion of the evaluation services, we are entitled to a final $0.6 million payment for an aggregate total of $1.2 million due under the contract. In addition, if agreed upon, the agreement allows for joint filing of certain intellectual property protection in which all associated expenses will be shared equally. The customer has the ability to terminate the agreement at any time by providing 10 days’ written notice after the effective date of the contract. The contract can be terminated for cause by either party based on uncured material breach by the other party. Read the annual filing ↗ ABSI Material Annual filing released 2025-03-18 · GPT 6 Luna
Additional technologies such as affinity measurements by high-throughput Surface Plasmon Resonance (SPR), and enrichment/ sorting of yeast and phage displayed AI-designed libraries are also adopted. Our proprietary synthetic-biology technologies and efficient operational infrastructure generates high-quality data in a high-throughput manner to train our AI models.
AI to Create: We design product candidates using our generative AI models trained on both proprietary and public biological datasets. Our generative AI models can create epitope-specific product candidates against a therapeutic target of interest, including “hard-to-drug” targets. erate broader IP for first-in-class antibody therapeutics and find new IP for fast-follower or best-in-class antibody therapeutics.
Our Business Model
Our business model is focused on monetizing our Integrated Drug Creation platform by generating internally developed programs that are later partnered or out-licensed following certain value inflection points (anywhere from preclinical through clinical development) or by partnering with third parties who wish to leverage our Integrated Drug Creation platform for early discovery efforts in a variety of deal structures.
Internally Developed Programs: We believe that by developing our own pipeline, we will create optionality for enhanced monetization and validation of our Integrated Drug Creation platform. Read the annual filing ↗ RANI Not tagged Annual filing released 2025-03-31 · GPT 6 Luna
This activity has no positive tag in the selected filing snapshot.
Read the annual filing ↗ Computational Drug Discovery × ABSI Core Annual filing released 2025-03-18 · GPT 6 Luna
Additional technologies such as affinity measurements by high-throughput Surface Plasmon Resonance (SPR), and enrichment/ sorting of yeast and phage displayed AI-designed libraries are also adopted. Our proprietary synthetic-biology technologies and efficient operational infrastructure generates high-quality data in a high-throughput manner to train our AI models.
AI to Create: We design product candidates using our generative AI models trained on both proprietary and public biological datasets. Our generative AI models can create epitope-specific product candidates against a therapeutic target of interest, including “hard-to-drug” targets. •AI-guided antibody drug creation: Starting with an envisioned drug format and target antigen, we use generative AI models such as our proprietary de novo antibody design models to generate a library of relevant sequence variants to establish the target specificity, designed to create novel therapeutic candidates with desirable attributes related to affinity, functionality, and developability.
•AI-guided lead optimization: With multi-parametric AI lead optimization, we work to simultaneously evaluate multiple sequence variants for improved target affinity, manufacturability, and other pharmacologic characteristics for further advancement, including through preclinical and clinical development. Read the annual filing ↗ RANI Not tagged Annual filing released 2025-03-31 · GPT 6 Luna
This activity has no positive tag in the selected filing snapshot.
Read the annual filing ↗ ABSI Not tagged Annual filing released 2025-03-18 · GPT 6 Luna
This activity has no positive tag in the selected filing snapshot.
Read the annual filing ↗ RANI Material Annual filing released 2025-03-31 · GPT 6 Luna
We are developing RT-111, a RaniPill capsule containing an ustekinumab biosimilar, for the treatment of various inflammatory conditions. We entered into a License and Supply Agreement with Celltrion, under which we receive a license and supply of Celltrion’s ustekinumab biosimilar for development and commercialization worldwide, subject to a right of first negotiation for Celltrion following completion of a Phase 1 clinical trial that meets its primary endpoint(s).
Clinical trials In January 2023, we announced entering into a License and Supply Agreement with Celltrion under which we receive a license and supply of Celltrion’s ustekinumab biosimilar for development and commercialization of RT-111 worldwide.
Next Steps
We intend to advance clinical development of RT-111 at higher doses.
RT-102: Parathyroid hormone (PTH) for the treatment of osteoporosis
Market overview
Osteoporosis is a bone disease where bone mineral density and bone mass decreases, leading to a decrease in bone strength that can increase the risk of fractures. Osteoporosis affects women and men of all races and ethnic groups. Osteoporosis can occur at any age, although the risk for developing the disease increases with age. Read the annual filing ↗ ABSI Not tagged Annual filing released 2025-03-18 · GPT 6 Luna
This activity has no positive tag in the selected filing snapshot.
Read the annual filing ↗ RANI Material Annual filing released 2025-03-31 · GPT 6 Luna
Upon early termination, all ongoing activities under the agreement and all mutual collaboration, development and commercialization licenses and sublicenses will terminate.
Manufacturing and Quality Assurance
We currently manufacture and assemble RaniPill capsules ourselves. We also inspect, package and ship finished products to support our clinical trials. We are intentionally pursuing a vertically integrated manufacturing strategy, which we believe offers significant advantages, including rapid product iteration, control over our product quality, and the ability to rapidly scale our manufacturing capacity. This capability also allows us to develop future generations of products while maintaining the confidentiality of our intellectual property. For other APIs or drug substances, we rely on non-exclusive, third-party relationships with several manufacturers for the drug API or drug substance. We maintain in-house capabilities related to the aseptic manufacturing, following FDA Current Good Manufacturing Practice (“cGMP”) regulations for drugs that contain minimum requirements for the methods, facilities, and controls used in manufacturing, processing, and packing of a drug product guidelines. Our personnel have significant technical, manufacturing, analytical, quality, regulatory, and project management experience to oversee our third-party manufacturers and to manage in-house manufacturing and quality operations in compliance with regulatory requirements. Read the annual filing ↗ ABSI Not tagged Annual filing released 2025-03-18 · GPT 6 Luna
This activity has no positive tag in the selected filing snapshot.
Read the annual filing ↗ RANI Material Annual filing released 2025-03-31 · GPT 6 Luna
Our solution is a novel, proprietary and patented platform technology referred to as the RaniPill capsule, an orally ingestible pill designed to automatically deploy in the small intestine to administer a precise therapeutic dose of a biologic into the intestinal wall. Our several preclinical studies and clinical trials have demonstrated bioavailability of biologics dosed via the RaniPill capsule that is generally comparable to the bioavailability of biologics dosed subcutaneously, with high dosing accuracy: this level of bioavailability is significantly higher than any that has been demonstrated with respect to others’ attempts at oral delivery of biologics. Each of our product candidates includes the RaniPill platform and a biologic. The RaniPill platform, if marketed without a biologic, would be classified by the FDA as a device regulated by the Center for Devices and Radiological Health (“CDRH”). A biologic, if marketed without the RaniPill platform, would be classified by the FDA as either a “biological product” or a “drug.” Drugs and certain biological products, including monoclonal antibodies and proteins intended for therapeutic use, are regulated by the Center for Drug Evaluation and Research (“CDER”) and certain biological products, including vaccines, cellular products and gene therapy products, are regulated by the Center for Biologics Evaluation and Research (“CBER”). Read the annual filing ↗ What each company does Compare the businesses AS
Absci Corporation Common Stock ABSI · XNAS Absci Corporation operates as a data-first generative artificial intelligence (AI) drug creation company in the United States. The company combines AI with scalable wet lab technologies to design differentiated antibody therapeutics. Its preclinical development programs include ABS-101 for the treatment of inflammatory bowel disease; ABS-201 for treating androgenic alopecia; ABS-301 for the treatment of immuno-oncology; and ABS-501 for treating oncology. Absci Corporation has collaboration agreements with PrecisionLife, Memorial Sloan Kettering Cancer Center, Twist Bioscience, Owkin, Oracle Corporation, and Advanced Micro Devices, Inc. for joint research and development activities. The company was founded in 2011 and is headquartered in Vancouver, Washington.
Open ABSI dashboard ↗ RS
Rani Therapeutics Holdings, Inc. Class A Common Stock RANI · XNAS Rani Therapeutics Holdings, Inc. operates as a clinical stage biotherapeutics company, focusing on technologies to enable the administration of biologics and drugs orally for patients, physicians, and healthcare systems with a alternative to painful injections in the United States. The company develops the RaniPill capsule, a drug-agnostic oral delivery platform to deliver a variety of drug substances, including oligonucleotides, peptides, proteins, and antibodies. Its product pipeline includes RT-102, a parathyroid hormone that is in Phase I clinical trial for the treatment of osteoporosis; RT-105, an anti-TNF-alpha antibody that is in preclinical studies to treat psoriatic arthritis; RT-110, a parathyroid hormone for the treatment of hypoparathyroidism; RT-116 which is in discovery stage for the treatment of obesity; and RT-111, an ustekinumab biosimilar for the treatment of various inflammatory conditions. The has a collaboration agreement with ProGen Co., Ltd. for the o-development and commercialization of RT-114 to treat obesity. Rani Therapeutics Holdings, Inc. was founded in 2012 and is headquartered in San Jose, California.
Open RANI dashboard ↗ Show fundamentals table · 11 rows, 3 columns USD values from stored observations. Fiscal period endings and availability dates may differ.
ABSI period ended 2025-12-31 · available 2026-03-24 · SEC filing ↗ RANI period ended 2025-12-31 · available 2026-03-26 · SEC filing ↗ Behind the comparison Sources and methodology Price return uses split-adjusted daily closes and excludes dividends. Both stocks start on the first shared trading day within the selected window. Unavailable metrics leave gaps.
Financials use SEC canonical statements available by the displayed cutoff, retaining each company's fiscal period end. Annual and quarterly amounts are shown separately. P/E is unavailable when earnings do not support a positive ratio.
Business overlap uses industry tags from annual filings released in 2025. Each core activity receives full weight; each material activity receives one quarter of that weight. Rarer industries carry more weight. We sum the smaller exposure for each shared activity and divide it by the sum of the larger exposure for every activity in either company. This measures business overlap, rather than price correlation or expected returns.
Search eligibility requires distinct issuers, a shared core category and at least 20% weighted overlap, supported by industry or sector evidence and specific business activities. Broad classifications require stronger overlap within the same sector. Comparisons also need at least 252 shared price observations within two years, recent trading and a common sourced revenue or net-income trend. Missing P/E or gross margin alone does not exclude a comparison. The eligibility snapshot refreshes daily. Related comparisons use a separate, stricter peer rule; their ten-peer discovery limit does not limit search eligibility. Other stock pairs remain available in the comparison tool.
Statements available through 2026-11-08. Industry snapshot: 2025-12-31 · 5,721 classified issuers.