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市场调查报告书
商品编码
1771448

小规模语言模式(SLM)的全球市场:各提供，各部署模式，各应用领域，各终端用户产业，各地区，机会，预测，2018年～2032年

Global Small Language Model Market Assessment, By Offerings, By Deployment Mode, By Application, By End-user Industry, By Region, Opportunities and Forecast, 2018-2032F
出版日期: | 出版商: Markets & Data | 英文 224 Pages | 商品交期: 3-5个工作天内

价格

全球小型语言模型 (SLM) 市场预计将从 2024 年的 71.2 亿美元增长到 2032 年的 255.9 亿美元，在 2025-2032 年预测期内的复合年增长率为 17.34%。受对高效、可扩展且经济高效的人工智慧解决方案日益增长的需求推动，全球小型语言模型 (SLM) 市场正经历强劲成长。模型架构和企业级应用的进步使得 SLM 成为提升商业环境中自动化、个人化和营运效率的关键。

随着越来越多的企业将人工智慧融入其运营，对小型、特定任务的语言模型的需求日益增长，作为大型计算密集型模型的可扩展替代方案。小型模型尤其适用于边缘运算、行动装置和即时分析用例，可缩短推理时间、降低部署成本并增强资料隐私保护。少数样本学习、知识提取和参数效率调优等新兴关键技术显着提升了语言模型 (SLM) 的适应能力，使其能够更好地服务于客服、医疗、金融和电商等各行各业。开源社群对云端原生 AI 服务的开发和扩展也最大限度地提高了 SLM 的可用性，使企业和新创公司能够更快地部署和创新模式。

例如，Meta AI 公司、微软公司和 IBM 公司已推出商业用途的多模态和推理导向的 SLM，展现出较高的市场接受度和技术成熟度。最近的预测表明，由于人工智慧在高度监管、资源有限且对延迟敏感的环境中蓬勃发展，全球对小型语言模型 (SLM) 的需求将很快大幅增长。

目录

第1章 计划的范围和定义

第2章 调查手法

第3章 美国的关税的影响

第4章 摘要整理

第5章 客户的迴响

  • 受访者的人口统计
  • 品牌认知度
  • 决定是否购买时考虑的要素
  • 购买后面临的课题

第6章 全球小规模语言模式(SLM)市场展望，2018年～2032年

  • 市场规模分析与预测
    • 各金额
  • 市场占有率分析与预测
    • 各提供
      • 软体
      • 服务
    • 各部署模式
      • 云端
      • 内部部署
      • 混合
    • 各应用领域
      • 内容生成
      • 感情分析
      • 会话型AI
      • 翻译和本地化
      • 其他
    • 各终端用户产业
      • BFSI
      • 媒体
      • IT·通讯
      • 零售·电子商务
      • 其他
    • 各地区
      • 北美
      • 欧洲
      • 亚太地区
      • 南美
      • 中东·非洲
    • 各企业市场占有率分析(前五名公司·其他- 各金额，2024年)
  • 2024年市场地图分析
    • 各提供
    • 各部署模式
    • 各应用领域
    • 各终端用户产业
    • 各地区

第7章 北美的小规模语言模式(SLM)市场展望，2018年～2032年

  • 市场规模分析与预测
    • 各金额
  • 市场占有率分析与预测
    • 各提供
      • 软体
      • 服务
    • 各部署模式
      • 云端
      • 内部部署
      • 混合
    • 各应用领域
      • 内容生成
      • 感情分析
      • 会话型AI
      • 翻译和本地化
      • 其他
    • 各终端用户产业
      • BFSI
      • 媒体
      • IT·通讯
      • 零售·电子商务
      • 其他
    • 各国
      • 美国
      • 加拿大
      • 墨西哥
  • 各国市场评估
    • 美国的小规模语言模式(SLM)市场展望，2018年～2032年
      • 市场规模分析与预测
      • 市场占有率分析与预测

第8章 欧洲的小规模语言模式(SLM)市场展望，2018年～2032年

  • 德国
  • 法国
  • 义大利
  • 英国
  • 俄罗斯
  • 荷兰
  • 西班牙
  • 土耳其
  • 波兰

第9章 亚太地区的小规模语言模式(SLM)市场展望，2018年～2032年

  • 印度
  • 中国
  • 日本
  • 澳洲
  • 越南
  • 韩国
  • 印尼
  • 菲律宾

第10章 南美的小规模语言模式(SLM)市场展望，2018年～2032年

  • 巴西
  • 阿根廷

第11章 中东·非洲的小规模语言模式(SLM)市场展望，2018年～2032年

  • 沙乌地阿拉伯
  • 阿拉伯联合大公国
  • 南非

第12章 波特的五力分析

第13章 大环境分析

第14章 市场动态

  • 推动市场要素
  • 市场课题

第15章 市场趋势与发展

第16章 案例研究

第17章 竞争情形

  • 前五名市场领导公司的竞争矩阵
  • 前五名公司的SWOT分析
  • 前十大市场的主要企业的形势
    • Infosys Limited
    • Microsoft Corporation
    • IBM Corporation
    • Amazon Web Services, Inc.
    • Meta Platforms, Inc.
    • Salesforce, Inc.
    • Alibaba Group Holding Limited
    • Hugging Face, Inc.
    • NVIDIA Corporation
    • Databricks, Inc.

第18章 策略性建议

第19章 关于调查公司·免责声明

Product Code: MX13641

Global small language model market is projected to witness a CAGR of 17.34% during the forecast period 2025-2032, growing from USD 7.12 billion in 2024 to USD 25.59 billion in 2032. The global small language model (SLM) market is experiencing robust growth, driven by rising demand for efficient, scalable, and cost-effective AI solutions across industries. With advancements in model architecture and enterprise-grade applications, SLMs are becoming integral to enhancing automation, personalization, and operational efficiency in business environments.

As more businesses incorporate artificial intelligence into their operations, there has been a growing need for small, task-specific language models as a scalable alternative to large, computationally intensive models. The smaller models enable faster inference times, reduced deployment costs, and improved data privacy, particularly in edge computing, mobile, and real-time analytics use cases. Emerging key technologies, such as few-shot learning, knowledge distillation, and parameter-efficient tuning, have significantly enhanced SLMs' ability to adapt to various industries, including customer service, healthcare, finance, and e-commerce. Cloud-native AI services' development and expansion by open-source communities also maximized the availability of SLMs, allowing enterprises and startups to deploy and innovate models faster.

For instance, Meta AI, Inc., Microsoft Corporation, and IBM Corporation introduced multimodal and reasoning-oriented SLMs for business use, demonstrating high market acceptance and technological maturity. Recent estimations suggest that the recent boom of AI in regulative, resource-limited, and latency-sensitive contexts will considerably expand the global demand for small language models shortly.

Rising Demand for Cost-Effective AI Solutions in Enterprise Workflows Drives the Market Growth

As businesses globally embrace AI as part of their core processes, the need for light, low-cost, and highly adaptable models has increased. Small Language Models (SLMs) are becoming increasingly sought after, as they can deliver competitive performance while utilizing lower computational resources compared to large language models. This makes SLMs highly suitable for enterprises that require fast, domain-specific solutions free from the burden of managing massive infrastructure. SLMs are especially beneficial for document summarization, automated customer service, legal compliance, and code generation applications where interpretability and accuracy, and agility are more important than being general-purpose.

For instance, in August 2024, NVIDIA Corporation unveiled Mistral NeMo Minitron 8B, a scaled-down variant of its Mistral NeMo 12B model. This SLM uses pruning and distillation techniques to maintain industry-leading accuracy for nine benchmark tasks while being lightweight enough to run efficiently on RTX-powered workstations and cloud infrastructures. This innovation highlights how top technology firms are tailoring SLMs to give corporate-grade performance without leveraging high-grade infrastructure, propelling increased growth in sectors such as legal, banking, and software design.

Increasing Focus on Application-Specific AI Models Propels the Market Growth

Another significant force behind the small language model market is the industry trend towards specialized, task-specific AI models that would perform a particular task better than generalized large language models in a particular domain. Once AI adoption reaches its maturity phase, organizations want solutions nearer to their business ends, specifically in banking, insurance, healthcare, and retail industries. Small Language Models (SLMs) are beneficial as they can be fine-tuned for a specific use case, like customer service automation, multilingual document processing, internal knowledge retrieval, and fraud detection, with more efficiency, reduced inference time, and lower resource consumption. Unlike their large counterparts, SLMs are simpler to deploy on cloud and edge platforms, and they provide greater control of outputs because they contain more interpretable architecture. Additionally, by reducing costs for infrastructure and training, they enhance ROI for organizations that plan to deploy AI at scale.

For example, during May 2024, Infosys Limited released a series of Small Language Models (SLMs) that are specifically designed for enterprise use with the goals of providing high performance through constrained computer resources in cloud and edge setups. This move signifies the growing need for fast, scalable AI capabilities that are seamlessly integrable into enterprise workflows, fueling automation and innovation without the added strain of running large-scale infrastructure.

Cloud-Based Segment Holds Prominent Share of Global Small Language Model Market

The cloud-based deployment category is currently the leading segment in the global Small Language Model (SLM) market. It is expected to continue leading the way in the years to come. As companies enhance the flexibility, scalability, and accessibility of AI-driven services, cloud platforms offer the most effective method for deploying and managing SLMs. The cloud framework enables companies to utilize models through APIs or software applications without incurring significant investments in on-premises infrastructure. It is particularly appealing to small and medium businesses (SMEs), startups, and even big businesses to reduce AI deployment costs. Cloud hosting facilitates fast iteration and constant updates, allowing users to always work with the latest version of the model. In addition, the incorporation of SLMs into cloud environments improves the capability for real-time processing of data, training of models, and inter-platform compatibility, thus providing high performance and convenience for users.

For example, in April 2024, Microsoft Corporation announced 'Phi-3-mini,' a compact SLM model offered through its Azure AI Model Catalog, Hugging Face, and other cloud platforms. By providing access via several cloud-native tools, Microsoft allowed developers and businesses to incorporate cutting-edge language capabilities directly into their applications, without sophisticated deployment or local processing. This action not only reinforced the strategic transition towards cloud-first AI solutions but also positioned cloud deployment as an efficient, scalable, and future-proof solution in the SLM market. The preeminence of cloud deployment will further intensify as more businesses seek agility, cost-effectiveness, and simplicity of integration, central drivers that cloud infrastructure is singularly positioned to deliver.

North America Dominates Global Small Language Model Market Size

North America is currently the dominant region in the world Small Language Model (SLM) market, driven by its robust digital infrastructure, advanced cloud ecosystem, and ongoing innovation in AI. The continent is a stronghold of AI innovation, home to market leaders such as Microsoft, IBM, Google, Meta, and Amazon, all of which are at the forefront of developing domain-specific, optimized AI solutions. Such companies have made significant investments in creating dedicated SLMs that meet the growing business need for interpretable, secure, and high-performing models. In addition to a robust private sector drive, government initiatives aimed at promoting the ethical adoption of AI, research grants, and data protection frameworks are sustaining the region's leadership. Companies in strategic industries, such as finance, healthcare, law, and e-commerce, are actively implementing SLMs to automate processes, enhance decision-making, and foster customer interaction. This intersection of innovation, infrastructure, and adoption is making North America the world's epicenter for practical and scalable SLM solutions.

For example, in February 2025, IBM Corporation added the Granite Multimodal and Granite Reasoning models to its Granite model portfolio, which is aimed at enterprise-specific use cases requiring interpretability and logic-based answers. The models are designed to seamlessly integrate into the business ecosystem, facilitating the responsible adoption of AI and data-driven automation across key enterprise functions.

Impact of U.S. Tariffs on Global Small Language Model Market

While the entire small language model (SLM) industry is generally cloud- and software-based, the effects of U.S. tariffs are indirectly felt, nonetheless, primarily through the hardware and semiconductor materials used for training and hosting SLMs. These materials are mainly imported from countries such as China, South Korea, and Taiwan. Tariffs on foreign chips and AI equipment can raise the production cost of US companies, decelerate the pace of development or increasing end-users' prices worldwide. It can also induce companies to diversify supply chains or increase domestic production. Trade tensions can also cause regulatory barriers to cross-border collaboration in AI, which affects innovation and model deployment. Although SLMs per se are software-based, their functioning is highly dependent on hardware; therefore, tariffs are a strategic option for the global setting that enables SLM growth.

Key Players Landscape and Outlook

The global small language model (SLM) market is presently fragmented in nature, with established tech vendors and newer startups competing to provide efficient, lightweight AI models. Competition is driven by continuous innovation, strategic partnerships, and substantial investments aimed at enhancing the processing performance, accuracy, and scalability of SLMs across various industries. Innovation leaders include technology behemoths such as Microsoft, IBM, Meta, and Amazon. IBM is also competitively expanding its position in this space.

For instance, in January 2025, Arcee Inc. released 'Virtuoso Lite' and 'Virtuoso Medium v2,' two Small Language Models based on DeepSeek-V3, offering competitive results at 10B and 32B parameter scales respectively and demonstrated improved performance in math and coding applications, a clear indication of the creation of specific SLMs. The market is expected to remain volatile in the future, and research and strategic collaborations will likely fuel the adoption of SLMs at an accelerated rate. Customers should expect increasingly modular, low-latency, and cost-effective AI solutions, highlighting the importance of selecting vendors that enable both innovation and compliance.

Table of Contents

1. Project Scope and Definitions

2. Research Methodology

3. Impact of U.S. Tariffs

4. Executive Summary

5. Voice of Customers

  • 5.1. Respondent Demographics
  • 5.2. Brand Awareness
  • 5.3. Factors Considered in Purchase Decisions
  • 5.4. Challenges Faced Post Purchase

6. Global Small Language Model Market Outlook, 2018-2032F

  • 6.1. Market Size Analysis & Forecast
    • 6.1.1. By Value
  • 6.2. Market Share Analysis & Forecast
    • 6.2.1. By Offerings
      • 6.2.1.1. Software
      • 6.2.1.2. Services
    • 6.2.2. By Deployment Mode
      • 6.2.2.1. Cloud
      • 6.2.2.2. On-Premises
      • 6.2.2.3. Hybrid
    • 6.2.3. By Application
      • 6.2.3.1. Content Generation
      • 6.2.3.2. Sentiment Analysis
      • 6.2.3.3. Conversational AI
      • 6.2.3.4. Translation and Localization
      • 6.2.3.5. Others
    • 6.2.4. By End-user Industry
      • 6.2.4.1. BFSI
      • 6.2.4.2. Media
      • 6.2.4.3. IT and Telecom
      • 6.2.4.4. Retail and E-Commerce
      • 6.2.4.5. Others
    • 6.2.5. By Region
      • 6.2.5.1. North America
      • 6.2.5.2. Europe
      • 6.2.5.3. Asia-Pacific
      • 6.2.5.4. South America
      • 6.2.5.5. Middle East and Africa
    • 6.2.6. By Company Market Share Analysis (Top 5 Companies and Others - By Value, 2024)
  • 6.3. Market Map Analysis, 2024
    • 6.3.1. By Offerings
    • 6.3.2. By Deployment Mode
    • 6.3.3. By Application
    • 6.3.4. By End-user Industry
    • 6.3.5. By Region

7. North America Small Language Model Market Outlook, 2018-2032F

  • 7.1. Market Size Analysis & Forecast
    • 7.1.1. By Value
  • 7.2. Market Share Analysis & Forecast
    • 7.2.1. By Offerings
      • 7.2.1.1. Software
      • 7.2.1.2. Services
    • 7.2.2. By Deployment Mode
      • 7.2.2.1. Cloud
      • 7.2.2.2. On-Premises
      • 7.2.2.3. Hybrid
    • 7.2.3. By Application
      • 7.2.3.1. Content Generation
      • 7.2.3.2. Sentiment Analysis
      • 7.2.3.3. Conversational AI
      • 7.2.3.4. Translation and Localization
      • 7.2.3.5. Others
    • 7.2.4. By End-user Industry
      • 7.2.4.1. BFSI
      • 7.2.4.2. Media
      • 7.2.4.3. IT and Telecom
      • 7.2.4.4. Retail and E-Commerce
      • 7.2.4.5. Others
    • 7.2.5. By Country
      • 7.2.5.1. United States
      • 7.2.5.2. Canada
      • 7.2.5.3. Mexico
  • 7.3. Country Market Assessment
    • 7.3.1. United States Small Language Model Market Outlook, 2018-2032F
      • 7.3.1.1. Market Size Analysis & Forecast
        • 7.3.1.1.1. By Value
      • 7.3.1.2. Market Share Analysis & Forecast
        • 7.3.1.2.1. By Offerings
          • 7.3.1.2.1.1. Software
          • 7.3.1.2.1.2. Services
        • 7.3.1.2.2. By Deployment Mode
          • 7.3.1.2.2.1. Cloud
          • 7.3.1.2.2.2. On-Premises
          • 7.3.1.2.2.3. Hybrid
        • 7.3.1.2.3. By Application
          • 7.3.1.2.3.1. Content Generation
          • 7.3.1.2.3.2. Sentiment Analysis
          • 7.3.1.2.3.3. Conversational AI
          • 7.3.1.2.3.4. Translation and Localization
          • 7.3.1.2.3.5. Others
        • 7.3.1.2.4. By End-user Industry
          • 7.3.1.2.4.1. BFSI
          • 7.3.1.2.4.2. Media
          • 7.3.1.2.4.3. IT and Telecom
          • 7.3.1.2.4.4. Retail and E-Commerce
          • 7.3.1.2.4.5. Others

All segments will be provided for all regions and countries covered

8. Europe Small Language Model Market Outlook, 2018-2032F

  • 8.1. Germany
  • 8.2. France
  • 8.3. Italy
  • 8.4. United Kingdom
  • 8.5. Russia
  • 8.6. Netherlands
  • 8.7. Spain
  • 8.8. Turkey
  • 8.9. Poland

9. Asia-Pacific Small Language Model Market Outlook, 2018-2032F

  • 9.1. India
  • 9.2. China
  • 9.3. Japan
  • 9.4. Australia
  • 9.5. Vietnam
  • 9.6. South Korea
  • 9.7. Indonesia
  • 9.8. Philippines

10. South America Small Language Model Market Outlook, 2018-2032F

  • 10.1. Brazil
  • 10.2. Argentina

11. Middle East and Africa Small Language Model Market Outlook, 2018-2032F

  • 11.1. Saudi Arabia
  • 11.2. UAE
  • 11.3. South Africa

12. Porter's Five Forces Analysis

13. PESTLE Analysis

14. Market Dynamics

  • 14.1. Market Drivers
  • 14.2. Market Challenges

15. Market Trends and Developments

16. Case Studies

17. Competitive Landscape

  • 17.1. Competition Matrix of Top 5 Market Leaders
  • 17.2. SWOT Analysis for Top 5 Players
  • 17.3. Key Players Landscape for Top 10 Market Players
    • 17.3.1. Infosys Limited
      • 17.3.1.1. Company Details
      • 17.3.1.2. Key Management Personnel
      • 17.3.1.3. Key Products/Services Offered
      • 17.3.1.4. Key Financials (As Reported)
      • 17.3.1.5. Key Market Focus and Geographical Presence
      • 17.3.1.6. Recent Developments/Collaborations/Partnerships/Mergers and Acquisition
    • 17.3.2. Microsoft Corporation
    • 17.3.3. IBM Corporation
    • 17.3.4. Amazon Web Services, Inc.
    • 17.3.5. Meta Platforms, Inc.
    • 17.3.6. Salesforce, Inc.
    • 17.3.7. Alibaba Group Holding Limited
    • 17.3.8. Hugging Face, Inc.
    • 17.3.9. NVIDIA Corporation
    • 17.3.10. Databricks, Inc.

Companies mentioned above DO NOT hold any order as per market share and can be changed as per information available during research work.

18. Strategic Recommendations

19. About Us and Disclaimer

List of Tables

  • Table 1. Competition Matrix of Top 5 Market Leaders
  • Table 2. Mergers & Acquisitions/ Joint Ventures (If Applicable)
  • Table 3. About Us - Regions and Countries Where We Have Executed Client Projects

List of Figures

  • Figure 1. Global Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 2. Global Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 3. Global Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 4. Global Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 5. Global Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 6. Global Small Language Model Market Share (%), By Region, 2018-2032F
  • Figure 7. North America Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 8. North America Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 9. North America Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 10. North America Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 11. North America Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 12. North America Small Language Model Market Share (%), By Country, 2018-2032F
  • Figure 13. United States Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 14. United States Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 15. United States Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 16. United States Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 17. United States Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 18. Canada Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 19. Canada Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 20. Canada Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 21. Canada Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 22. Canada Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 23. Mexico Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 24. Mexico Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 25. Mexico Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 26. Mexico Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 27. Mexico Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 28. Europe Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 29. Europe Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 30. Europe Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 31. Europe Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 32. Europe Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 33. Europe Small Language Model Market Share (%), By Country, 2018-2032F
  • Figure 34. Germany Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 35. Germany Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 36. Germany Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 37. Germany Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 38. Germany Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 39. France Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 40. France Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 41. France Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 42. France Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 43. France Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 44. Italy Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 45. Italy Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 46. Italy Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 47. Italy Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 48. Italy Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 49. United Kingdom Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 50. United Kingdom Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 51. United Kingdom Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 52. United Kingdom Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 53. United Kingdom Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 54. Russia Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 55. Russia Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 56. Russia Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 57. Russia Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 58. Russia Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 59. Netherlands Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 60. Netherlands Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 61. Netherlands Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 62. Netherlands Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 63. Netherlands Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 64. Spain Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 65. Spain Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 66. Spain Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 67. Spain Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 68. Spain Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 69. Turkey Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 70. Turkey Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 71. Turkey Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 72. Turkey Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 73. Turkey Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 74. Poland Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 75. Poland Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 76. Poland Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 77. Poland Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 78. Poland Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 79. South America Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 80. South America Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 81. South America Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 82. South America Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 83. South America Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 84. South America Small Language Model Market Share (%), By Country, 2018-2032F
  • Figure 85. Brazil Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 86. Brazil Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 87. Brazil Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 88. Brazil Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 89. Brazil Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 90. Argentina Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 91. Argentina Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 92. Argentina Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 93. Argentina Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 94. Argentina Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 95. Asia-Pacific Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 96. Asia-Pacific Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 97. Asia-Pacific Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 98. Asia-Pacific Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 99. Asia-Pacific Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 100. Asia-Pacific Small Language Model Market Share (%), By Country, 2018-2032F
  • Figure 101. India Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 102. India Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 103. India Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 104. India Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 105. India Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 106. China Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 107. China Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 108. China Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 109. China Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 110. China Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 111. Japan Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 112. Japan Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 113. Japan Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 114. Japan Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 115. Japan Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 116. Australia Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 117. Australia Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 118. Australia Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 119. Australia Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 120. Australia Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 121. Vietnam Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 122. Vietnam Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 123. Vietnam Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 124. Vietnam Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 125. Vietnam Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 126. South Korea Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 127. South Korea Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 128. South Korea Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 129. South Korea Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 130. South Korea Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 131. Indonesia Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 132. Indonesia Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 133. Indonesia Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 134. Indonesia Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 135. Indonesia Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 136. Philippines Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 137. Philippines Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 138. Philippines Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 139. Philippines Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 140. Philippines Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 141. Middle East & Africa Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 142. Middle East & Africa Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 143. Middle East & Africa Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 144. Middle East & Africa Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 145. Middle East & Africa Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 146. Middle East & Africa Small Language Model Market Share (%), By Country, 2018-2032F
  • Figure 147. Saudi Arabia Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 148. Saudi Arabia Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 149. Saudi Arabia Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 150. Saudi Arabia Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 151. Saudi Arabia Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 152. UAE Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 153. UAE Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 154. UAE Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 155. UAE Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 156. UAE Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 157. South Africa Small Language Model Market, By Value, In USD Billion, 2018-2032F
  • Figure 158. South Africa Small Language Model Market Share (%), By Offerings, 2018-2032F
  • Figure 159. South Africa Small Language Model Market Share (%), By Deployment Mode, 2018-2032F
  • Figure 160. South Africa Small Language Model Market Share (%), By Application, 2018-2032F
  • Figure 161. South Africa Small Language Model Market Share (%), By End-user Industry, 2018-2032F
  • Figure 162. By Offerings Map-Market Size (USD Billion) & Growth Rate (%), 2024
  • Figure 163. By Deployment Mode Map-Market Size (USD Billion) & Growth Rate (%), 2024
  • Figure 164. By Application Map-Market Size (USD Billion) & Growth Rate (%), 2024
  • Figure 165. By End-user Industry Map-Market Size (USD Billion) & Growth Rate (%), 2024
  • Figure 166. By Region Map-Market Size (USD Billion) & Growth Rate (%), 2024