Biobased 2,3-Butanediol Market Size(US$)

CAGR 2026-2032
13.8%
Market Size,2032
USD 1,025
Million
Market Snapshot
Source: Secondary research, interviews with experts, and QYResearch analysis
The global market for Biobased 2,3-Butanediol was estimated to be worth US$ 412 million in 2025 and is projected to reach US$ 1025 million, growing at a CAGR of 13.8% from 2026 to 2032.
Global biobased 2,3-butanediol production is projected to reach approximately 98,000 tons in 2025, with an average global market price of about US$4,200 per ton. Total global production capacity for bio-based 2,3-butanediol is expected to reach 120,000 tons in 2025. The industry average gross margin for this product is projected to be 39%. Biobased 2,3 butanediol is a low-carbon alternative. It is a colorless, odorless, hygroscopic, transparent viscous liquid that is widely used in cosmetics, lubricants, synthetic rubber and other fields.
The upstream of the bio-based 2,3-butanediol industry chain mainly includes renewable carbon source supply, strain development, and bio-fermentation technology. Major raw materials include corn starch, sugarcane molasses, wheat starch, cellulose, hemicellulose hydrolysates, and agricultural waste. These raw materials are saccharified into fermentable sugars such as glucose and xylose, providing carbon sources for microbial metabolism. The upstream also involves the development of highly efficient engineered strains, culture medium design, enzyme preparations, fermentation equipment, and process control technologies. Among these, strain performance directly affects the yield, optical purity, and production cost of 2,3-butanediol, making it a key factor in industrial competitiveness. Currently, the global bio-based 2,3-butanediol industry is still in the stage of technology optimization and commercial expansion. Companies with large-scale fermentation capabilities need to master strain modification, continuous fermentation, and separation and purification technologies simultaneously. The midstream of the industry chain mainly consists of industrial production companies of bio-based 2,3-butanediol, responsible for the fermentation process, extraction and separation, purification, and standardized product supply. The production process typically includes raw material pretreatment, microbial fermentation, solid-liquid separation, dehydration and concentration, and distillation purification. Due to its high boiling point and azeotropic reaction with water, post-processing and high-purity extraction technologies are crucial to its economic viability. Midstream companies typically offer different purity grades of 2,3-butanediol based on downstream demand, including industrial-grade, polymer-grade, and high-purity bio-based 2,3-butanediol. With the advancement of global green chemistry and carbon reduction policies, some companies are building large-scale biomanufacturing production lines to enhance product competitiveness by improving fermentation efficiency, reducing energy consumption, and utilizing low-cost agricultural byproducts. Downstream applications of bio-based 2,3-butanediol primarily cover polyurethane, polyester materials, solvents, plasticizers, fuel additives, and fine chemicals. In the materials sector, 2,3-butanediol can be further converted into butadiene, methyl ethyl ketone (MEK), polyester polyols, and other chemicals for the production of synthetic rubber, elastomers, coatings, and adhesives. In the energy sector, it can serve as a potential raw material for high-energy-density fuel components or fuel additives. In the fine chemicals sector, it can be used in the production of pharmaceutical intermediates, fragrances, and functional chemicals. In the future, with the increasing demand for bio-based materials, the strengthening trend of petrochemical raw material substitution, and the increasing requirements for corporate carbon footprint management, bio-based 2,3-butanediol is expected to play a more important role in the low-carbon chemical industry chain, especially in creating new market opportunities in sustainable polymers and biorefining systems.
As global carbon reduction targets continue to advance, countries are increasingly focused on reducing reliance on petrochemical feedstocks, industrial carbon emissions, and the development of sustainable materials. Bio-based chemicals are gradually becoming an important supplement to traditional petroleum-based products. Bio-based 2,3-butanediol utilizes renewable resources such as sugars, biomass hydrolysates, and agricultural byproducts as raw materials, produced through microbial fermentation. Compared to traditional petrochemical routes, it offers advantages such as sustainable feedstocks, lower carbon emissions, and environmental friendliness. Driven by the EU's green chemistry policy, the US biomanufacturing strategy, and sustainable industrial policies in Asia, downstream companies are continuously increasing their demand for bio-based solvents, bio-based polymer monomers, and green chemical intermediates, providing long-term impetus for the industrialization of bio-based 2,3-butanediol.
In recent years, the rapid development of synthetic biology, metabolic engineering, and industrial fermentation technologies has continuously improved the efficiency of microbial strain modification, fermentation conversion rates, and product purification technologies. Optimizing production strains through genetic engineering can increase the yield of 2,3-butanediol, reduce byproduct formation, and improve the optical purity of the product. Meanwhile, the development of continuous fermentation, intelligent bioreactor control, and low-energy separation technologies will help reduce production costs and enhance the competitiveness of bio-based 2,3-butanediol against traditional petrochemical products. In the future, with the gradual construction of large-scale biomanufacturing facilities, this product will move from laboratory and small-scale demonstration stages towards commercial and large-scale production.
Bio-based 2,3-butanediol has good chemical conversion potential and can serve as an important intermediate in the production of butadiene, methyl ethyl ketone, polyurethane polyols, polyester materials, and other fine chemical products. With the continuous expansion of the market for biodegradable materials, green coatings, environmentally friendly adhesives, and low-carbon polymers, downstream enterprises are increasingly demanding alternatives to petroleum-based raw materials. Furthermore, the focus on green materials in the automotive lightweighting, new energy equipment, packaging materials, and consumer goods industries will further promote the application of bio-based 2,3-butanediol in the new materials industry chain.
The future bio-based 2,3-butanediol industry will exhibit trends of large-scale production, diversified raw materials, and high-end applications. On the one hand, manufacturers will increasingly utilize non-grain biomass raw materials such as lignocellulose and agricultural waste to reduce reliance on grain sugar sources and improve industrial sustainability. On the other hand, with the maturation of synthetic biology technology, 2,3-butanediol is expected to become an important intermediate product in biorefining platforms, forming a synergistic industrial chain with butadiene, bio-based polyesters, and bio-based solvents. Future industry competition will shift from simple capacity expansion to comprehensive competition based on strain performance, production cost control, carbon footprint management, and the ability to develop downstream green materials applications.
Market Segmentation
Report Scope
This report provides a comprehensive view of the global market for Biobased 2,3-Butanediol, covering total sales volume, sales revenue, pricing, the market share and ranking of key companies, along with analyses by region & country, by Type, and by Application.
The Biobased 2,3-Butanediol market size, estimations, and forecasts are presented in terms of sales volume (Tons) and revenue ($ millions), with 2025 as the base year and historical and forecast data from 2021 to 2032. The report combines quantitative and qualitative analysis to help readers develop growth strategies, assess the competitive landscape, evaluate their position in the current marketplace, and make informed business decisions regarding Biobased 2,3-Butanediol.
Chapter Outline
Chapter 1: Introduces the scope of the report and the global market size (value, volume, and price). It also summarizes market dynamics and Recent Developments; identifies key drivers and restraints; outlines challenges and risks for manufacturers; reviews relevant industry policies and U.S. tariff implications.
Chapter 2: Provides a detailed analysis of the Biobased 2,3-Butanediol manufacturers' competitive landscape—including pricing, sales and revenue shares, Recent Developments plans, and mergers and acquisitions (M&A).
Chapter 3: Analyzes market segmentation by Type, presenting the size and growth potential of each segment to help readers identify blue-ocean opportunities.
Chapter 4: Analyzes market segmentation by Application, presenting the size and growth potential of each downstream segment to help readers identify blue-ocean opportunities.
Chapter 5: Presents Biobased 2,3-Butanediol sales and revenue at the regional level. It offers a quantitative assessment of market size and growth potential by region and summarizes market development, future prospects, addressable space, and country-level market size worldwide.
Chapter 6: Presents Biobased 2,3-Butanediol sales and revenue at the country level. It provides segmented data by Type and by Application for each country/region.
Chapter 7: Profiles key players, detailing the main companies' product sales, revenue, pricing, gross margin, product portfolios, Recent Developments, etc.
Chapter 8: Analyzes the industry value chain, including upstream suppliers and downstream applications/customers.
Chapter 9: Conclusion.
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Table of Contents
1 Market Overview
1.1 Biobased 2,3-Butanediol Product Introduction
1.2 Global Biobased 2,3-Butanediol Market Size Forecast
1.2.1 Global Biobased 2,3-Butanediol Sales Value (2021–2032)
1.2.2 Global Biobased 2,3-Butanediol Sales Volume (2021–2032)
1.2.3 Global Biobased 2,3-Butanediol Sales Price (2021–2032)
1.3 Biobased 2,3-Butanediol Market Trends & Drivers
1.3.1 Biobased 2,3-Butanediol Industry Trends
1.3.2 Biobased 2,3-Butanediol Market Drivers & Opportunities
1.3.3 Biobased 2,3-Butanediol Market Challenges
1.3.4 Biobased 2,3-Butanediol Market Restraints
1.3.5 Impact of U.S. Tariffs
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Competitive Analysis by Company
2.1 Global Biobased 2,3-Butanediol Players Revenue Ranking (2025)
2.2 Global Biobased 2,3-Butanediol Revenue by Company (2021–2026)
2.3 Global Biobased 2,3-Butanediol Sales Volume Ranking of Players (2025)
2.4 Global Biobased 2,3-Butanediol Sales Volume by Company (2021–2026)
2.5 Global Biobased 2,3-Butanediol Average Price by Company (2021–2026)
2.6 Key Manufacturers Biobased 2,3-Butanediol Manufacturing Base and Headquarters
2.7 Key Manufacturers Biobased 2,3-Butanediol Product Offerings
2.8 Key Manufacturers Start of Mass Production of Biobased 2,3-Butanediol
2.9 Biobased 2,3-Butanediol Market Competitive Analysis
2.9.1 Biobased 2,3-Butanediol Market Concentration Rate (2021–2026)
2.9.2 Global 5 and 10 Largest Manufacturers by Biobased 2,3-Butanediol Revenue in 2025
2.9.3 Global Companies by Tier (Tier 1, Tier 2, Tier 3), based on Biobased 2,3-Butanediol revenue, 2025
2.10 Mergers & Acquisitions and Expansion
3 Segmentation Biobased 2,3-Butanediol Market Classification
3.1 Introduction by Type
3.1.1 Food Carbon Source
3.1.2 Industrial Waste
3.1.3 Global Biobased 2,3-Butanediol Sales Value by Type
3.1.3.1 Global Biobased 2,3-Butanediol Sales Value by Type (2021 vs 2025 vs 2032)
3.1.3.2 Global Biobased 2,3-Butanediol Sales Value, by Type (2021–2032)
3.1.3.3 Global Biobased 2,3-Butanediol Sales Value, by Type (%), 2021–2032
3.1.4 Global Biobased 2,3-Butanediol Sales Volume by Type
3.1.4.1 Global Biobased 2,3-Butanediol Sales Volume by Type (2021 vs 2025 vs 2032)
3.1.4.2 Global Biobased 2,3-Butanediol Sales Volume, by Type (2021–2032)
3.1.4.3 Global Biobased 2,3-Butanediol Sales Volume, by Type (%), 2021–2032
3.1.5 Global Biobased 2,3-Butanediol Average Price by Type (2021–2032)
3.2 Introduction by Biomass Raw Material Source
3.2.1 Sugar-based Bio-2,3-BDO
3.2.2 Starch-based Bio-2,3-BDO
3.2.3 Cellulosic Bio-2,3-BDO
3.2.4 Mixed Biomass-based Bio-2,3-BDO
3.2.5 Global Biobased 2,3-Butanediol Sales Value by Biomass Raw Material Source
3.2.5.1 Global Biobased 2,3-Butanediol Sales Value by Biomass Raw Material Source (2021 vs 2025 vs 2032)
3.2.5.2 Global Biobased 2,3-Butanediol Sales Value, by Biomass Raw Material Source (2021–2032)
3.2.5.3 Global Biobased 2,3-Butanediol Sales Value, by Biomass Raw Material Source (%), 2021–2032
3.2.6 Global Biobased 2,3-Butanediol Sales Volume by Biomass Raw Material Source
3.2.6.1 Global Biobased 2,3-Butanediol Sales Volume by Biomass Raw Material Source (2021 vs 2025 vs 2032)
3.2.6.2 Global Biobased 2,3-Butanediol Sales Volume, by Biomass Raw Material Source (2021–2032)
3.2.6.3 Global Biobased 2,3-Butanediol Sales Volume, by Biomass Raw Material Source (%), 2021–2032
3.2.7 Global Biobased 2,3-Butanediol Average Price by Biomass Raw Material Source (2021–2032)
3.3 Introduction by Microbial Production Route
3.3.1 Bacterial Fermentation
3.3.2 Yeast Fermentation
3.3.3 Engineered Microbial Production
3.3.4 Mixed Culture Fermentation
3.3.5 Global Biobased 2,3-Butanediol Sales Value by Microbial Production Route
3.3.5.1 Global Biobased 2,3-Butanediol Sales Value by Microbial Production Route (2021 vs 2025 vs 2032)
3.3.5.2 Global Biobased 2,3-Butanediol Sales Value, by Microbial Production Route (2021–2032)
3.3.5.3 Global Biobased 2,3-Butanediol Sales Value, by Microbial Production Route (%), 2021–2032
3.3.6 Global Biobased 2,3-Butanediol Sales Volume by Microbial Production Route
3.3.6.1 Global Biobased 2,3-Butanediol Sales Volume by Microbial Production Route (2021 vs 2025 vs 2032)
3.3.6.2 Global Biobased 2,3-Butanediol Sales Volume, by Microbial Production Route (2021–2032)
3.3.6.3 Global Biobased 2,3-Butanediol Sales Volume, by Microbial Production Route (%), 2021–2032
3.3.7 Global Biobased 2,3-Butanediol Average Price by Microbial Production Route (2021–2032)
3.4 Introduction by Purity
3.4.1 ≥95%
3.4.2 ≥98%
3.4.3 ≥99%
3.4.4 Global Biobased 2,3-Butanediol Sales Value by Purity
3.4.4.1 Global Biobased 2,3-Butanediol Sales Value by Purity (2021 vs 2025 vs 2032)
3.4.4.2 Global Biobased 2,3-Butanediol Sales Value, by Purity (2021–2032)
3.4.4.3 Global Biobased 2,3-Butanediol Sales Value, by Purity (%), 2021–2032
3.4.5 Global Biobased 2,3-Butanediol Sales Volume by Purity
3.4.5.1 Global Biobased 2,3-Butanediol Sales Volume by Purity (2021 vs 2025 vs 2032)
3.4.5.2 Global Biobased 2,3-Butanediol Sales Volume, by Purity (2021–2032)
3.4.5.3 Global Biobased 2,3-Butanediol Sales Volume, by Purity (%), 2021–2032
3.4.6 Global Biobased 2,3-Butanediol Average Price by Purity (2021–2032)
4 Segmentation by Application
4.1 Introduction by Application
4.1.1 Cosmetics
4.1.2 Synthetic Rubber
4.1.3 Chemicals
4.1.4 Pharmaceuticals
4.1.5 Others
4.2 Global Biobased 2,3-Butanediol Sales Value by Application
4.2.1 Global Biobased 2,3-Butanediol Sales Value by Application (2021 vs 2025 vs 2032)
4.2.2 Global Biobased 2,3-Butanediol Sales Value, by Application (2021–2032)
4.2.3 Global Biobased 2,3-Butanediol Sales Value, by Application (%), 2021–2032
4.3 Global Biobased 2,3-Butanediol Sales Volume by Application
4.3.1 Global Biobased 2,3-Butanediol Sales Volume by Application (2021 vs 2025 vs 2032)
4.3.2 Global Biobased 2,3-Butanediol Sales Volume, by Application (2021–2032)
4.3.3 Global Biobased 2,3-Butanediol Sales Volume, by Application (%), 2021–2032
4.4 Global Biobased 2,3-Butanediol Average Price by Application (2021–2032)
5 Segmentation by Region
5.1 Global Biobased 2,3-Butanediol Sales Value by Region
5.1.1 Global Biobased 2,3-Butanediol Sales Value by Region: 2021 vs 2025 vs 2032
5.1.2 Global Biobased 2,3-Butanediol Sales Value by Region (2021–2026)
5.1.3 Global Biobased 2,3-Butanediol Sales Value by Region (2027–2032)
5.1.4 Global Biobased 2,3-Butanediol Sales Value by Region (%), 2021–2032
5.2 Global Biobased 2,3-Butanediol Sales Volume by Region
5.2.1 Global Biobased 2,3-Butanediol Sales Volume by Region: 2021 vs 2025 vs 2032
5.2.2 Global Biobased 2,3-Butanediol Sales Volume by Region (2021–2026)
5.2.3 Global Biobased 2,3-Butanediol Sales Volume by Region (2027–2032)
5.2.4 Global Biobased 2,3-Butanediol Sales Volume by Region (%), 2021–2032
5.3 Global Biobased 2,3-Butanediol Average Price by Region (2021–2032)
5.4 North America
5.4.1 North America Biobased 2,3-Butanediol Sales Value, 2021–2032
5.4.2 North America Biobased 2,3-Butanediol Sales Value by Country (%), 2025 vs 2032
5.5 Europe
5.5.1 Europe Biobased 2,3-Butanediol Sales Value, 2021–2032
5.5.2 Europe Biobased 2,3-Butanediol Sales Value by Country (%), 2025 vs 2032
5.6 Asia Pacific
5.6.1 Asia Pacific Biobased 2,3-Butanediol Sales Value, 2021–2032
5.6.2 Asia Pacific Biobased 2,3-Butanediol Sales Value by Region (%), 2025 vs 2032
5.7 South America
5.7.1 South America Biobased 2,3-Butanediol Sales Value, 2021–2032
5.7.2 South America Biobased 2,3-Butanediol Sales Value by Country (%), 2025 vs 2032
5.8 Middle East & Africa
5.8.1 Middle East & Africa Biobased 2,3-Butanediol Sales Value, 2021–2032
5.8.2 Middle East & Africa Biobased 2,3-Butanediol Sales Value by Country (%), 2025 vs 2032
6 Segmentation by Key Countries/Regions
6.1 Key Countries/Regions Biobased 2,3-Butanediol Sales Value Growth Trends, 2021 vs 2025 vs 2032
6.2 Key Countries/Regions Biobased 2,3-Butanediol Sales Value and Sales Volume
6.2.1 Key Countries/Regions Biobased 2,3-Butanediol Sales Value, 2021–2032
6.2.2 Key Countries/Regions Biobased 2,3-Butanediol Sales Volume, 2021–2032
6.3 United States
6.3.1 United States Biobased 2,3-Butanediol Sales Value, 2021–2032
6.3.2 United States Biobased 2,3-Butanediol Sales Value by Type (%), 2025 vs 2032
6.3.3 United States Biobased 2,3-Butanediol Sales Value by Application, 2025 vs 2032
6.4 Europe
6.4.1 Europe Biobased 2,3-Butanediol Sales Value, 2021–2032
6.4.2 Europe Biobased 2,3-Butanediol Sales Value by Type (%), 2025 vs 2032
6.4.3 Europe Biobased 2,3-Butanediol Sales Value by Application, 2025 vs 2032
6.5 China
6.5.1 China Biobased 2,3-Butanediol Sales Value, 2021–2032
6.5.2 China Biobased 2,3-Butanediol Sales Value by Type (%), 2025 vs 2032
6.5.3 China Biobased 2,3-Butanediol Sales Value by Application, 2025 vs 2032
6.6 Japan
6.6.1 Japan Biobased 2,3-Butanediol Sales Value, 2021–2032
6.6.2 Japan Biobased 2,3-Butanediol Sales Value by Type (%), 2025 vs 2032
6.6.3 Japan Biobased 2,3-Butanediol Sales Value by Application, 2025 vs 2032
6.7 South Korea
6.7.1 South Korea Biobased 2,3-Butanediol Sales Value, 2021–2032
6.7.2 South Korea Biobased 2,3-Butanediol Sales Value by Type (%), 2025 vs 2032
6.7.3 South Korea Biobased 2,3-Butanediol Sales Value by Application, 2025 vs 2032
6.8 Southeast Asia
6.8.1 Southeast Asia Biobased 2,3-Butanediol Sales Value, 2021–2032
6.8.2 Southeast Asia Biobased 2,3-Butanediol Sales Value by Type (%), 2025 vs 2032
6.8.3 Southeast Asia Biobased 2,3-Butanediol Sales Value by Application, 2025 vs 2032
6.9 India
6.9.1 India Biobased 2,3-Butanediol Sales Value, 2021–2032
6.9.2 India Biobased 2,3-Butanediol Sales Value by Type (%), 2025 vs 2032
6.9.3 India Biobased 2,3-Butanediol Sales Value by Application, 2025 vs 2032
7 Company Profiles
7.1 Zhangjiagang Glory Chemical Industry Co., Limited
7.1.1 Zhangjiagang Glory Chemical Industry Co., Limited Company Information
7.1.2 Zhangjiagang Glory Chemical Industry Co., Limited Introduction and Business Overview
7.1.3 Zhangjiagang Glory Chemical Industry Co., Limited Biobased 2,3-Butanediol Sales, Revenue, Price and Gross Margin (2021–2026)
7.1.4 Zhangjiagang Glory Chemical Industry Co., Limited Biobased 2,3-Butanediol Product Offerings
7.1.5 Zhangjiagang Glory Chemical Industry Co., Limited Recent Developments
7.2 Tsinghua Smart Biotech
7.2.1 Tsinghua Smart Biotech Company Information
7.2.2 Tsinghua Smart Biotech Introduction and Business Overview
7.2.3 Tsinghua Smart Biotech Biobased 2,3-Butanediol Sales, Revenue, Price and Gross Margin (2021–2026)
7.2.4 Tsinghua Smart Biotech Biobased 2,3-Butanediol Product Offerings
7.2.5 Tsinghua Smart Biotech Recent Developments
7.3 GS Caltex
7.3.1 GS Caltex Company Information
7.3.2 GS Caltex Introduction and Business Overview
7.3.3 GS Caltex Biobased 2,3-Butanediol Sales, Revenue, Price and Gross Margin (2021–2026)
7.3.4 GS Caltex Biobased 2,3-Butanediol Product Offerings
7.3.5 GS Caltex Recent Developments
7.4 LanzaTech
7.4.1 LanzaTech Company Information
7.4.2 LanzaTech Introduction and Business Overview
7.4.3 LanzaTech Biobased 2,3-Butanediol Sales, Revenue, Price and Gross Margin (2021–2026)
7.4.4 LanzaTech Biobased 2,3-Butanediol Product Offerings
7.4.5 LanzaTech Recent Developments
7.5 Biokemik
7.5.1 Biokemik Company Information
7.5.2 Biokemik Introduction and Business Overview
7.5.3 Biokemik Biobased 2,3-Butanediol Sales, Revenue, Price and Gross Margin (2021–2026)
7.5.4 Biokemik Biobased 2,3-Butanediol Product Offerings
7.5.5 Biokemik Recent Developments
8 Industry Chain Analysis
8.1 Biobased 2,3-Butanediol Industrial Chain
8.2 Biobased 2,3-Butanediol Upstream Analysis
8.2.1 Key Raw Materials
8.2.2 Key Suppliers of Raw Materials
8.2.3 Manufacturing Cost Structure
8.3 Midstream Analysis
8.4 Downstream Analysis (Customer Analysis)
8.5 Sales Model and Sales Channelss
8.5.1 Biobased 2,3-Butanediol Sales Model
8.5.2 Sales Channels
8.5.3 Biobased 2,3-Butanediol Distributors
9 Research Findings and Conclusion
10 Appendix
10.1 Research Methodology
10.1.1 Methodology/Research Approach
10.1.1.1 Research Programs/Design
10.1.1.2 Market Size Estimation
10.1.1.3 Market Breakdown and Data Triangulation
10.1.2 Data Source
10.1.2.1 Secondary Sources
10.1.2.2 Primary Sources
10.2 Author Details
10.3 Disclaimer
Table of Figures
List of Tables
List of Figures
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The global Biobased 2,3-Butanediol market was valued at US$ 412 million in 2025 and is anticipated to reach US$ 1025 million by 2032, at a CAGR of 13.8% from 2026 to 2032.
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The global Biobased 2,3-Butanediol market was valued at US$ 412 million in 2025 and is anticipated to reach US$ 1025 million by 2032, at a CAGR of 13.8% from 2026 to 2032.
Published: 2026-07-31
Pages: 119
The global Biobased 2,3-Butanediol market is projected to grow from US$ 412 million in 2025 to US$ 1025 million by 2032, at a CAGR of 13.8% (2026-2032), driven by critical product segments and diverse end‑use applications.
Published: 2026-07-31
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The global Biobased 2,3-Butanediol market size was US$ 412 million in 2025 and is forecast to reach a readjusted size of US$ 1025 million by 2032 with a CAGR of 13.8% during the forecast period 2026-2032.
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