Report Description Table of Contents Introduction And Strategic Context The Global Multispecific Antibodies Market is gaining momentum, with the sector projected to expand steadily between 2024 and 2030. Based on inferred estimates, the market is valued at roughly USD 5.8 billion in 2024, with expectations to surpass USD 15.2 billion by 2030, reflecting a CAGR of about 17.5% during the forecast period. Multispecific antibodies (msAbs) represent a new frontier in biologics. Unlike conventional monoclonal antibodies, these therapeutics can bind to two or more targets simultaneously. That opens new doors in oncology, autoimmune disorders, infectious diseases, and even regenerative medicine. The strategic significance of msAbs lies in their ability to combine therapeutic pathways in one molecule, reducing drug resistance, enhancing efficacy, and in some cases lowering toxicity compared to multi-drug regimens. Several macro forces are shaping this market’s trajectory: Scientific momentum : Advances in protein engineering and bispecific antibody platforms (e.g., knobs-into-holes, CrossMab, DART) have reduced manufacturing hurdles. Regulatory traction : The FDA and EMA have shown greater openness to accelerated approvals in oncology, giving multispecifics a faster pathway compared to earlier biologics. Investor attention : Biotech funding in 2023 and 2024 has increasingly flowed toward bispecific and trispecific antibody developers, signaling strong confidence in commercial viability. Healthcare demand : Rising cancer incidence worldwide and the push for next-generation immunotherapies are key demand drivers. Stakeholders in this ecosystem are diverse. Biopharma innovators (from startups to giants like Roche and Amgen) dominate R&D pipelines. Contract development and manufacturing organizations (CDMOs) play a critical role in scaling complex production. Healthcare providers and cancer centers are eager adopters, while governments and payers weigh in on reimbursement as the therapies carry high upfront costs. Meanwhile, investors see msAbs as one of the few biologics categories with blockbuster potential outside traditional monoclonals. In short, multispecific antibodies are no longer experimental. They are edging into mainstream pipelines, and their strategic relevance between 2024 and 2030 lies in bridging efficacy gaps that single-target biologics could not close. Market Segmentation And Forecast Scope The multispecific antibodies market breaks down along several axes: technology type, therapeutic application, end user, and region. Each dimension reflects how R&D pipelines and commercialization efforts are unfolding. By Technology Type Bispecific Antibodies : Still the backbone of this category. Dozens of bispecifics are in late-stage trials, particularly in oncology and hematology. They hold the largest market share in 2024 (about 65%), thanks to validated design formats and relatively mature manufac turing platforms. Trispecific Antibodies : Emerging as the next wave. These molecules can engage multiple immune pathways simultaneously (for example, targeting two tumor antigens plus a T-cell engager). While currently a smaller slice, they’re projected to be the fastest-growing segment, with several candidates expected to enter pivotal trials by 2026. Other Multispecific Formats : Includes novel constructs such as tetra-specifics and fusion hybrids. These are primarily in discovery phases, but partnerships between biotech startups and Big Pharma signal long-term commercial promise. By Therapeutic Application Oncology : The clear leader in 2024. Most approved and pipeline multispecifics are focused on hematologic malignancies (leukemia, lymphoma, multiple myeloma) and solid tumors. Cancer centers view msAbs as both alternatives and complements to CAR-T therapy. Autoimmune & Inflammatory Disorders : Growing interest in applying msAbs to conditions like rheumatoid arthritis and lupus. Dual-targeting approaches could reduce flare-ups with lower systemic side effects. Infectious Diseases : A smaller but strategic segment. Multispecific antibodies are being explored for HIV, influenza, and COVID-19 variants, where resistance mutations demand therapies that can hit multiple viral targets at once. Other Applications : Neurology and rare genetic diseases remain exploratory. Early-stage programs are testing whether dual-action antibodies can modulate complex pathways in Alzheimer’s or rare lysosomal storage disorders. By End User Hospitals & Cancer Centers : The primary treatment hubs, especially for hematology-oncology patients. They account for the bulk of early commercial demand due to clinical trial integration and high-acuity care. Specialty Clinics : Particularly relevant in rheumatology and immunology, where autoimmune-focused msAbs are expected to gain ground post-2026. Research & Academic Institutes : Critical stakeholders in both early trials and translational research. Many licensing deals originate from academic labs that pioneered antibody engineering platforms. By Region North America : Currently the dominant market, led by U.S. oncology approvals and strong venture funding ecosystems. Europe : Following closely, with Germany, Switzerland, and the UK serving as key hubs for antibody innovation. EU regulatory agencies are increasingly receptive to accelerated pathways for orphan and oncology indications. Asia Pacific : The fastest-growing region. China is heavily investing in bispecific antibody pipelines, with several domestic firms now running Phase II/III studies. Japan and South Korea are also advancing clinical programs. Latin America & Middle East/Africa (LAMEA) : Still nascent but expected to expand as clinical trials broaden and biosimilar pathways evolve. Access will remain a challenge until costs decline. Scope Note: While oncology dominates revenue today, autoimmune and infectious disease applications represent the most underexplored but strategically attractive frontiers. Bispecifics will remain the revenue anchor through 2030, but trispecific platforms could shift the balance if late-stage trials prove successful. Market Trends And Innovation Landscape The multispecific antibodies market is moving from scientific curiosity to commercial reality. Between 2024 and 2030, the innovation landscape is defined by how quickly companies can solve three big challenges: stability, manufacturability, and clinical differentiation. Here’s what’s shaping the field. Precision Engineering of Antibody Formats Early bispecifics struggled with poor stability and short half-lives. That’s changing. Protein engineers now use modular platforms like knobs-into-holes, CrossMab, and DART to create highly stable structures with predictable performance. The newer generation of trispecifics adds flexibility, enabling one molecule to tether T-cells, block immune checkpoints, and recognize tumor antigens simultaneously. A leading oncologist in Boston noted recently, “The engineering maturity is catching up with the clinical ambition — which wasn’t the case five years ago.” Oncology Still Dominates, But the Net is Widening Most approved bispecifics (like CD3-engagers) are aimed at hematologic cancers. But a strong pipeline is now testing applications in solid tumors, where immune suppression is more complex. Beyond oncology, autoimmune disorders are gaining traction: dual-targeting antibodies could dampen overactive immune cells while preserving protective pathways. Infectious disease programs, once a side bet, are back in play as developers look at HIV and viral escape variants. Combination Therapy Evolution Multispecifics are increasingly being trialed in combination with checkpoint inhibitors or CAR-T therapies. The idea is to harness syn ergy while reducing relapse risk. For example, a trispecific could replace two or three separate drugs in a combo regimen, cutting cost and simplifying dosing. That model appeals to payers worried about ballooning oncology budgets. Manufacturing Innovation One of the biggest bottlenecks has been production. Multispecific constructs are harder to express consistently compared to monoclonals. CDMOs and pharma firms are now deploying advanced cell-line engineering and continuous manufacturing systems to scale output. Several companies are also experimenting with yeast- and plant-based platforms to lower costs. A biotech CEO recently remarked that “the winner in multispecifics won’t just be the best science — it’ll be whoever cracks industrial scalability first.” AI and Computational Biology AI-driven protein modeling tools are reshaping discovery timelines. Platforms like AlphaFold -inspired algorithms allow researchers to simulate binding interactions across multiple epitopes before moving to wet-lab validation. This is cutting early-stage design cycles dramatically, with some developers reporting a two-year reduction in preclinical phases. Deals, Partnerships, and Ecosystem Collaboration Partnerships between Big Pharma and smaller biotechs are a defining trend. Startups with niche platforms (e.g., trispecific scaffolds) often lack the resources to handle manufacturing or global trials. In response, pharma majors like Roche, Amgen, and Novartis are actively acquiring or licensing msAb pipelines. Joint ventures with academic centers are also common, particularly for first-in-human proof-of-concept studies. Patient-Centric Innovation One overlooked trend is patient experience. Developers are designing msAbs with longer half-lives and subcutaneous formulations, reducing the need for frequent infusions. That’s especially important in autoimmune conditions where long-term therapy adherence matters as much as efficacy. The bottom line: The innovation story isn’t just about targeting more receptors. It’s about making multispecifics clinically meaningful, commercially viable, and patient-friendly. The companies that can align all three will set the pace for the next decade. Competitive Intelligence And Benchmarking The multispecific antibodies market isn’t overcrowded yet, but competition is intensifying as both Big Pharma and agile biotechs race to define the space. What’s striking is the variety of strategies: some focus on deep oncology pipelines, while others diversify into autoimmune or infectious diseases. Here’s how the leading players are positioning themselves. Roche / Genentech Roche remains the undisputed leader, with multiple bispecifics already on the market and a broad pipeline in oncology. Their edge lies in clinical depth: strong relationships with cancer centers, early adoption of CrossMab technology, and a willingness to pursue both hematologic and solid tumor indications. Beyond oncology, Roche has hinted at multispecific programs in neurodegeneration, signaling a longer-term diversification strategy. Amgen Amgen has doubled down on T-cell engaging bispecifics, especially for hematologic malignancies. Their approach is to dominate high-burden cancers like multiple myeloma and leukemia with next-gen antibody constructs. Amgen also invests heavily in combination trials, testing whether bispecifics can extend survival when paired with checkpoint inhibitors. Their strength is execution speed — they move programs from preclinical to pivotal trials faster than many peers. Regeneron Pharmaceuticals Regeneron is leveraging its Veloci -Bi™ platform to engineer multispecifics with high stability and tailored half-lives. Unlike others, Regeneron is pushing beyond oncology into cardiovascular and ophthalmology applications. That broader scope could help them capture non-oncology revenue streams earlier than rivals. Novartis Novartis has built a reputation for strategic partnerships. Rather than building everything in-house, they collaborate with biotech firms to bring in novel scaffolds and multispecific formats. This gives them flexibility without overcommitting resources. Their oncology pipeline remains the anchor, but Novartis is also watching opportunities in infectious disease immunotherapies. Johnson & Johnson (Janssen) Janssen’s strategy is patient-centric. They’re designing msAbs with longer dosing intervals and subcutaneous delivery options to improve adherence. That’s especially attractive for autoimmune disorders where chronic therapy is expected. In oncology, they continue to pursue hematologic cancers but are keen to differentiate on safety and ease of use. Smaller Biotechs (MacroGenics , Xencor , Zymeworks , Immunocore) Niche biotechs are shaping the innovation frontier. For example, MacroGenics focuses on novel DART constructs, while Xencor develops Fc-engineered bispecifics with extended half-lives. Zymeworks specializes in modular antibody platforms, often partnering with larger firms for commercialization. Immunocore, though best known for TCR therapies, is exploring bispecific constructs in oncology. Many of these companies prefer to license technology rather than run expensive global trials themselves. Competitive Dynamics at a Glance Roche and Amgen dominate in oncology pipelines. Regeneron and Janssen stand out by expanding into autoimmune and non-oncology indications. Novartis uses partnerships to hedge bets, keeping its pipeline broad but low-risk. Biotechs drive innovation but rely on licensing to survive high development costs. The competitive story here isn’t just about who has the most molecules in trials. It’s about who can scale, differentiate, and sustain reimbursement-friendly models in a category where treatment costs will be scrutinized closely. Regional Landscape And Adoption Outlook Adoption of multispecific antibodies isn’t uniform. It mirrors how each region funds high-cost biologics, qualifies sites for complex infusion care, and interprets benefit–risk in oncology and immune disorders. The headline: clinical appetite is strong everywhere; reimbursement and operational readiness are the bottlenecks. Where infrastructure and price–value frameworks are mature, uptake is faster and broader. North America The U.S. anchors early commercial demand. Academic cancer centers and integrated delivery networks are set up for T-cell–engaging bispecifics, manage cytokine-related toxicities, and run combination protocols. FDA expedited pathways help, but payers are pushing for outcomes-based arrangements and tighter step-edits in community oncology. Canada follows with structured HTA review and provincial funding cycles that can slow time-to-access versus the U.S. CDMOs across the U.S. and select hubs in Canada support late-stage scale-up, which reduces supply risk—an advantage when transitioning from trial to launch. White space remains in rural networks and smaller systems that need training, ICU backup, and pharmacy protocols for first-dose management. Expect broader spillover beyond NCI-designated centers as subcutaneous and longer-interval formats enter practice. Europe Europe pairs high scientific depth with tougher price–value scrutiny. Germany, Switzerland, and the UK lead on trials and early clinician adoption, helped by strong bioprocessing clusters and specialist sites. The EU’s evolving joint clinical assessment increases evidence demands at launch; manufacturers are preparing with richer real-world datasets and head-to-head plans. Southern Europe shows steady uptake but longer negotiations; Nordic markets move quickly where survival benefits are clear and safety is manageable in day-case settings. Central and Eastern Europe remain capacity-constrained: fewer certified centers for high-acuity biologics and tighter oncology budgets. Opportunities lie in center-of-excellence models and cross-border treatment flows while local systems build capability. Asia Pacific APAC is the growth engine. China’s innovators are advancing domestic bispecifics, with priority reviews accelerating timelines; large patient pools enable fast enrollment in hematologic malignancies. Japan adopts methodically, emphasizing long-term safety and post-marketing surveillance; once established, usage is durable. South Korea is emerging as a regional trial hub with strong translational links. Australia provides high-quality multi-center studies and early access routes that de-risk global programs. The constraint across ASEAN markets is site readiness and reimbursement depth; selective private centers move first, public systems follow as prices normalize. Local manufacturing incentives and partnerships with regional CDMOs can compress cost curves over the medium term. Latin America, Middle East, and Africa (LAMEA) LATAM demand is concentrated in Brazil and Mexico, where national cancer institutes and top private systems can handle complex immunotherapies. Funding cycles and currency swings make launches lumpy; named-patient and early-access programs bridge gaps. In the Middle East, Gulf states are investing in comprehensive cancer centers, importing expertise and establishing referral pathways that favor high-value biologics. Africa is early-stage: tertiary hospitals in South Africa and a handful of North African centers anchor access, but workforce, cold chain, and pharmacovigilance capacity limit broad use. Targeted deployment—few centers, high competency, strong data capture—beats wide but shallow distribution in these markets. So what shifts adoption? Three levers recur across regions: (1) site capability for first-dose safety and rapid escalation protocols; (2) evidence beyond response rates —durable survival and quality-of-life gains; (3) pragmatic access models —risk sharing, staged rollouts, and eventually subcutaneous or home-infusion options where clinically appropriate. Vendors that pair launch with training, toxicity toolkits, and registry-grade data win faster inclusion in formularies. End-User Dynamics And Use Case The multispecific antibodies market is shaped as much by its end users as by its science. Uptake depends not only on clinical efficacy but also on how hospitals, clinics, and research groups integrate these complex therapies into existing workflows. Each end user has different priorities: large cancer centers chase innovation, while smaller clinics need affordability and operational simplicity. Hospitals & Cancer Centers These are the power users today. Major oncology hospitals run most clinical trials and are first in line for newly approved multispecifics. They have the specialized staff to manage immune-related adverse events like cytokine release syndrome, which smaller facilities may find overwhelming. Hospitals also view multispecifics as strategic investments: not only are they high-value therapeutics, but they also reinforce reputation as leaders in advanced cancer care. In 2024, over 70% of commercial use is tied to major hospital networks and academic cancer centers. Specialty Clinics Rheumatology, immunology, and infectious disease clinics represent the next wave of adopters. While oncology dominates now, multispecifics tailored for autoimmune diseases will likely expand into outpatient specialty settings post-2026. These clinics value ease of administration — subcutaneous formats and longer dosing intervals will be key to making adoption feasible. Research & Academic Institutes Universities and translational research centers remain the backbone of early development. Many groundbreaking multispecific formats, from bispecific T-cell engagers ( BiTEs ) to trispecific antibodies, originated in academia before bei ng licensed to pharma. These institutes are less about volume and more about shaping clinical feasibility. Their role: to generate data that convinces regulators and payers to support wider rollout. Contract Development & Manufacturing Organizations (CDMOs) While not end users in the clinical sense, CDMOs play an indirect but crucial role. Hospitals and biotechs rely on them for manufacturing scale-up, especially for complex constructs that can’t be produced reliably in small research labs. Their adoption dynamic is different: success is measured in partnership deals, not patient volume. Use Case Highlight A leading cancer institute in South Korea recently ran a Phase II trial for a trispecific antibody targeting two tumor antigens plus a CD3 T-cell engager in relapsed multiple myeloma. The challenge? Patients had already failed CAR-T therapy and were at high risk of relapse. The hospital adopted a hybrid approach: Outpatient screening to identify eligible patients rapidly. Dedicated infusion suites with critical care backup for first-dose monitoring. AI-driven safety dashboards to predict early cytokine-related events. Results: the center reported improved patient adherence compared to CAR-T, reduced median hospitalization days, and faster transition back to outpatient management. Clinicians noted that the trispecific format offered “a middle ground — more powerful than conventional antibodies, but less logistically intense than cell therapy.” Bottom line: End users are not just “buyers.” They shape how multispecifics evolve. Hospitals demand trial integration and reimbursement models, clinics ask for convenience, and academic centers push the science forward. The formats that adapt across all three settings will dominate adoption between 2024 and 2030. Recent Developments + Opportunities & Restraints The multispecific antibodies market has accelerated in the last two years. Several clinical and commercial events point to a shift from concept to mainstream biologics. Here’s a breakdown of the latest activity and what it means for stakeholders. Recent Developments (Last 2 Years) FDA Approvals in Oncology (2023–2024): At least two bispecific antibodies targeting B-cell malignancies secured regulatory clearance in the U.S., signaling regulators’ growing comfort with complex biologics in high-burden cancers. Subcutaneous Delivery Formats: Multiple drugmakers have advanced subcutaneous versions of bispecifics into Phase III, aiming to reduce infusion burden and expand access to outpatient settings. Strategic Partnerships: Large pharma companies such as Roche, Amgen, and Novartis signed licensing or co-development deals with biotech innovators (e.g., Xencor, Zymeworks ) to broaden their multispecific platforms. Manufacturing Scale-Up: Several CDMOs announced investments in high-capacity bioreactors dedicated to multispecifics, addressing supply bottlenecks as pipelines advance. AI-Driven Design: Academic–industry collaborations are leveraging AI and computational biology to optimize multispecific structures, cutting discovery timelines and improving stability profiles. Opportunities Expansion into Autoimmune Disorders: Oncology leads today, but autoimmune applications (rheumatoid arthritis, lupus, multiple sclerosis) could create new multi-billion-dollar indications once safety is proven. Emerging Market Adoption: China and South Korea are ramping up trial activity, and their domestic companies could introduce lower-cost multispecifics, improving access and stimulating regional competition. Combination Therapy Synergies: Multispecifics used alongside checkpoint inhibitors or CAR-T therapies could set new standards of care, unlocking reimbursement support from payers focused on durable outcomes. Restraints High Development & Manufacturing Costs: Complex constructs drive higher COGS (cost of goods sold), which could strain pricing negotiations with payers and limit uptake outside tier-1 hospitals. Safety Management Challenges: Cytokine release syndrome and neurotoxicity remain barriers, requiring specialized sites for initial dosing. This restricts broad community-level access in the short term. Regulatory Uncertainty Beyond Oncology: While oncology pathways are clearer, regulatory guidance for multispecifics in autoimmune or infectious diseases is still evolving, slowing pipeline diversification. 7.1. Report Coverage Table Report Attribute Details Forecast Period 2024 – 2030 Market Size Value in 2024 USD 5.8 Billion Revenue Forecast in 2030 USD 15.2 Billion Overall Growth Rate CAGR of 17.5% (2024 – 2030) Base Year for Estimation 2024 Historical Data 2019 – 2023 Unit USD Million, CAGR (2024 – 2030) Segmentation By Technology Type, By Therapeutic Application, By End User, By Geography By Technology Type Bispecific Antibodies, Trispecific Antibodies, Other Multispecific Formats By Therapeutic Application Oncology, Autoimmune & Inflammatory Disorders, Infectious Diseases, Others By End User Hospitals & Cancer Centers, Specialty Clinics, Research & Academic Institutes By Region North America, Europe, Asia-Pacific, Latin America, Middle East & Africa Country Scope U.S., UK, Germany, China, India, Japan, South Korea, Brazil, GCC nations, South Africa Market Drivers - Growing oncology pipeline and accelerated approvals - Advances in trispecific engineering and AI-based drug design - Rising demand for alternatives and complements to CAR-T therapy Customization Option Available upon request Frequently Asked Question About This Report Q1: How big is the multispecific antibodies market? A1: The global multispecific antibodies market is valued at USD 5.8 billion in 2024 and projected to reach USD 15.2 billion by 2030. Q2: What is the CAGR for the forecast period? A2: The market is expected to expand at a CAGR of 17.5% from 2024 to 2030. Q3: Who are the major players in this market? A3: Key companies include Roche/Genentech, Amgen, Regeneron Pharmaceuticals, Novartis, Janssen (Johnson & Johnson), Xencor, Zymeworks, and MacroGenics. Q4: Which region dominates the market share? A4: North America leads adoption, supported by strong clinical trial activity, rapid FDA approvals, and payer coverage frameworks. Q5: What factors are driving growth in this market? A5: Growth is driven by oncology demand, advances in protein engineering, the rise of trispecific formats, and increasing collaboration between pharma and biotech players. Table of Contents – Global Multispecific Antibodies Market Report (2024–2030) Executive Summary Market Overview Market Attractiveness by Technology Type, Application, End User, and Region Strategic Insights from Key Executives (CXO Perspective) Historical Market Size and Future Projections (2019–2030) Summary of Market Segmentation by Technology Type, Application, End User, and Region Market Share Analysis Leading Players by Revenue and Market Share Market Share Analysis by Technology Type, Application, and End User Investment Opportunities in the Multispecific Antibodies Market Key Developments and Innovations Mergers, Acquisitions, and Strategic Partnerships High-Growth Segments for Investment Market Introduction Definition and Scope of the Study Market Structure and Key Findings Overview of Top Investment Pockets Research Methodology Research Process Overview Primary and Secondary Research Approaches Market Size Estimation and Forecasting Techniques Market Dynamics Key Market Drivers Challenges and Restraints Impacting Growth Emerging Opportunities for Stakeholders Impact of Regulatory and Technological Factors Clinical and Safety Management Considerations Global Multispecific Antibodies Market Analysis Historical Market Size and Volume (2019–2023) Market Size and Volume Forecasts (2024–2030) Market Analysis by Technology Type: Bispecific Antibodies Trispecific Antibodies Other Multispecific Formats (e.g., Tetra-specifics, Fusion Hybrids) Market Analysis by Application: Oncology Autoimmune & Inflammatory Disorders Infectious Diseases Other Applications (e.g., Neurology, Genetic Disorders) Market Analysis by End User: Hospitals & Cancer Centers Specialty Clinics Research & Academic Institutes Contract Development & Manufacturing Organizations (CDMOs) Market Analysis by Region: North America Europe Asia Pacific Latin America Middle East & Africa Regional Market Analysis North America Multispecific Antibodies Market Analysis Historical Market Size and Volume (2019–2023) Market Size and Volume Forecasts (2024–2030) Market Analysis by Technology Type, Application, End User Country-Level Breakdown United States Canada Europe Multispecific Antibodies Market Analysis Historical Market Size and Volume (2019–2023) Market Size and Volume Forecasts (2024–2030) Market Analysis by Technology Type, Application, End User Country-Level Breakdown Germany United Kingdom Switzerland France Rest of Europe Asia Pacific Multispecific Antibodies Market Analysis Historical Market Size and Volume (2019–2023) Market Size and Volume Forecasts (2024–2030) Market Analysis by Technology Type, Application, End User Country-Level Breakdown China Japan South Korea Australia Rest of Asia Pacific Latin America Multispecific Antibodies Market Analysis Historical Market Size and Volume (2019–2023) Market Size and Volume Forecasts (2024–2030) Market Analysis by Technology Type, Application, End User Country-Level Breakdown Brazil Mexico Rest of Latin America Middle East & Africa Multispecific Antibodies Market Analysis Historical Market Size and Volume (2019–2023) Market Size and Volume Forecasts (2024–2030) Market Analysis by Technology Type, Application, End User Country-Level Breakdown GCC Countries South Africa Rest of Middle East & Africa Competitive Intelligence and Benchmarking Leading Key Players: Roche / Genentech Amgen Regeneron Pharmaceuticals Novartis Johnson & Johnson (Janssen) MacroGenics Xencor Zymeworks Immunocore Competitive Landscape and Strategic Insights Benchmarking Based on Product Format, Indication Focus, and Partnering Model Appendix Abbreviations and Terminologies Used in the Report References and Sources List of Tables Market Size by Technology Type, Application, End User, and Region (2024–2030) Regional Market Breakdown by Segment Type (2024–2030) List of Figures Market Drivers, Challenges, and Opportunities Regional Market Snapshot Competitive Landscape by Company Type Technology Maturity Curve for Multispecific Antibodies Adoption by End-User Setting (2024 vs. 2030)