[시장보고서]세계의 대규모 언어 모델(LLM) 시장 : 제공별, 모달리티별, 용도별, 최종사용자별, 지역별

세계의 대규모 언어 모델(LLM) 시장 : 제공별, 모달리티별, 용도별, 최종사용자별, 지역별 - 예측(-2030년)

Large Language Model (LLM) Market by Offering (Software (Domain-specific LLMs, General-purpose LLMs), Services), Modality (Code, Video, Text, Image), Application (Information Retrieval, Code Generation), End User and Region - Global Forecast to 2030

상품코드 : 1458541 해당 상품은 즉시 배송 가능합니다

리서치사 : MarketsandMarkets

발행일 : 2024년 03월

페이지 정보 : 영문 432 Pages

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한글목차

샘플 요청 목록에 추가

대규모 언어 모델(LLM) 시장 규모는 예측 기간 동안 33.2%의 CAGR을 기록하며 2024년 64억 달러에서 2030년 361억 달러 규모로 성장할 것으로 예상됩니다.

이 시장의 성장은 주로 광범위한 데이터 세트에 대한 접근성 증가, 딥러닝 알고리즘의 발전, 인간과 기계의 상호 작용 개선에 대한 필요성에 의해 주도되고 있습니다.

조사 범위
조사 대상 연도	2021-2030년
기준 연도	2023년
예측 기간	2024-2030년
단위	달러
부문별	제공, 아키텍처, 모달리티, 모델 사이즈, 용도, 최종사용자, 지역별
대상 지역	북미, 유럽, 아시아태평양, 중동 및 아프리카, 라틴아메리카

모델 크기별로는 1,000억-2,000억 매개변수 부문이 예측 기간 동안 가장 빠른 성장세를 보일 것으로 예상됩니다. LaMDA 2, GPT-3, BLOOMZ, Jurassic-2, Falcon 180B와 같은 언어 모델들은 복잡성과 실용성의 균형을 유지하면서 계산 가능하면서도 실질적인 기능을 제공하는데, 이 크기의 모델이 인상적인 언어 이해 및 생성 능력을 제공할 수 있음을 보여줍니다. 또한, 특수 가속기 및 분산 컴퓨팅 시스템을 포함한 하드웨어 인프라의 발전은 이러한 모델의 훈련 및 배포의 효율성과 확장성을 향상시키고 있습니다. 또한, 대화형 AI, 자연어 이해, 컨텐츠 생성 등의 애플리케이션에 대한 수요가 증가함에 따라 다양한 산업 분야의 다양한 요구사항을 충족시킬 수 있는 이러한 규모의 모델에 대한 관심이 증가하고 있으며, 이는 빠른 채택과 시장 확장을 촉진하고 있습니다.

모달리티별로는 텍스트 부문이 예측 기간 동안 가장 큰 점유율을 차지할 것으로 예상됩니다. 텍스트 기반 애플리케이션은 고객 서비스 챗봇, 감정 분석 도구, 언어 번역 서비스 등 다양한 산업에서 널리 사용되고 있으며, LLM이 텍스트 컨텐츠 이해와 생성에 있어 지속적으로 개선됨에 따라 이러한 애플리케이션에 대한 수요가 급증할 것으로 예상됩니다. 또한, 텍스트 데이터는 풍부하고 쉽게 접근할 수 있기 때문에 LLM 개발 및 배포의 주요 초점이 되고 있습니다.

지역별로는 아시아태평양이 가장 빠르게 성장하고 있으며, 북미 지역이 예측 기간 동안 가장 큰 점유율을 차지할 것으로 예상됩니다. 아시아태평양은 금융, 헬스케어, 제조 등의 분야에서 급속한 디지털 트랜스포메이션을 경험하고 있으며, 이는 업무 효율성과 생산성 향상을 위한 LLM과 같은 고급 언어 기술에 대한 수요를 촉진하고 있습니다. 북미의 첨단 인프라와 R&D에 대한 막대한 자금은 LLM 기술의 성장에 비옥한 토양을 제공하고 있습니다. 또한, 금융, 헬스케어, E-Commerce 등 다양한 산업 분야에서 데이터 분석, 고객 서비스, 텍스트 생성 등의 업무에서 LLM의 이점을 점점 더 많이 인식하고 있습니다.

세계의 대규모 언어 모델(LLM) 시장을 조사했으며, 시장 개요, 시장 영향요인 및 시장 기회 분석, 기술 및 특허 동향, 규제 환경, 사례 연구, 시장 규모 추이 및 예측, 각종 부문별·지역별 상세 분석, 경쟁 구도, 주요 기업 개요 등의 정보를 정리하여 전해드립니다.

시장 역학
- 성장 촉진요인
- 성장 억제요인
- 기회
- 과제
대규모 언어 모델 시장의 진화
대규모 언어 모델 : 소프트웨어 계층
밸류체인 분석
생태계 분석/시장 맵
투자 상황과 자금 조달 시나리오
사례 연구 분석
기술 분석
규제 상황
특허 분석
가격 분석
무역 분석
주요 회의와 이벤트
Porter's Five Forces 분석
기술 로드맵
비즈니스 모델
고객의 비즈니스에 영향을 미치는 동향/디스럽션
주요 이해관계자와 구입 기준

제6장 대규모 언어 모델(LLM) 시장 : 제공별

소프트웨어 : 유형별
- 범용 LLMS
- 도메인 고유 LLMS
- 다언어 LLMS
- 태스크 고유 LLMS
소프트웨어 : 소스 코드별
- 오픈 소스 LLMS
- 클로즈드 소스 LLMS
소프트웨어 : 전개 방식별
- 클라우드
- 온프레미스
서비스
- 컨설팅
- LLM 개발
- 통합
- LLM 미조정
- LLM 지원 앱 개발
- 신속한 엔지니어링
- 지원·유지관리

제7장 대규모 언어 모델(LLM) 시장 : 아키텍처별

자기회귀 언어 모델
- 단두 자기회귀 언어 모델
- 다두 자기회귀 언어 모델
오토 인코딩 언어 모델
- 바닐라 오토 인코딩 언어 모델
- 최적화 오토 인코딩 언어 모델
하이브리드 언어 모델
- 텍스트 투 텍스트 언어 모델
- 프리트레이닝-파인튜닝 모델

제8장 대규모 언어 모델(LLM) 시장 : 모달리티별

텍스트
코드
이미지
비디오

제9장 대규모 언어 모델(LLM) 시장 : 모델 사이즈별

10억 파라미터 미만
10억에서 100억 파라미터
100억에서 500억 파라미터
500억에서 1,000억 파라미터
1,000억에서 2,000억 파라미터
2,000억에서 5,000억 파라미터
5,000억 파라미터 이상

제10장 대규모 언어 모델(LLM) 시장 : 용도별

정보 검색
언어 번역·로컬리제이션
- 다언어 번역
- 로컬리제이션 서비스
컨텐츠 생성·큐레이션
- 자동화 저널리즘·기사 집필
- 문예
코드 생성
고객 서비스 자동화
- 챗봇·가상 비서
- 세일즈 및 마케팅 자동화
- 개인화 추천
데이터 분석·BI
- 감정 분석
- 비즈니스 보고서·시장 분석
기타

제11장 대규모 언어 모델(LLM) 시장 : 최종사용자별

IT·ITES
헬스케어 및 생명과학
법률 사무소
BFSI
제조
교육
소매·E-Commerce
미디어·엔터테인먼트
기타

제12장 대규모 언어 모델(LLM) 시장 : 지역별

북미
유럽
아시아태평양
중동 및 아프리카
라틴아메리카

제13장 경쟁 상황

개요
주요 기업의 전략
매출 분석
시장 점유율 분석
제품 비교 분석
주요 벤더의 기업 평가와 재무 지표
기업 평가 매트릭스 : 주요 기업
기업 평가 매트릭스 : 스타트업/중소기업
경쟁 시나리오와 동향

제14장 기업 개요

주요 기업
- GOOGLE
- OPENAI
- MICROSOFT
- ANTHROPIC
- META
- NVIDIA
- IBM
- HPE
- ORACLE
- AWS
- TENCENT
- YANDEX
- NAVER
- AI21 LABS
- HUGGING FACE
- BAIDU
- SENSETIME
- HUAWEI
스타트업/SME
- FEDML
- DYNAMOFL
- TOGETHER AI
- UPSTAGE
- MISTRAL AI
- ADEPT
- NEURALFINITY
- MOSAIC ML
- STABILITY AI
- LIGHTON
- COHERE
- TURING
- LIGHTNING AI
- WHYLABS

제15장 인접 시장 및 관련 시장

제16장 부록

ksm

영문 목차

영문목차

The Large Language Model (LLM) market is projected to grow from USD 6.4 billion in 2024 to USD 36.1 billion by 2030, at a compound annual growth rate (CAGR) of 33.2% during the forecast period. The growth of the large language model market is primarily driven by increasing accessibility of extensive datasets, progressions in deep learning algorithms, and the necessity for improved human-machine interaction.

Scope of the Report
Years Considered for the Study	2021-2030
Base Year	2023
Forecast Period	2024-2030
Units Considered	USD (Million)
Segments	By Offering, Architecture, Modality, Model Size, Application, End-user, and Region
Regions covered	North America, Europe, Asia Pacific, Middle East & Africa, and Latin America

"By model size, 100 billion to 200 billion parameter segment is expected to register the fastest market growth rate during the forecast period"

Models within this parameter range strike a balance between complexity and practicality, offering substantial capabilities while remaining computationally feasible. Language models such as LaMDA 2, GPT-3, BLOOMZ, Jurassic-2, and Falcon 180B exemplify this trend, showcasing the potential of models within this size bracket to deliver impressive language understanding and generation capabilities. Additionally, advancements in hardware infrastructure, including specialized accelerators and distributed computing systems, are enhancing the efficiency and scalability of training and deploying such models. Furthermore, as demand grows for applications such as conversational AI, natural language understanding, and content generation, there is increasing interest in models of this size range that can meet diverse requirements across various industries, thereby driving their rapid adoption and market expansion.

"By modality, text segment is expected to account for the largest market share during the forecast period"

Text-based applications are ubiquitous across various industries, including customer service chatbots, sentiment analysis tools, and language translation services. As LLMs continue to improve in understanding and generating textual content, the demand for such applications is expected to surge. Moreover, text data is abundant and easily accessible, making it a primary focus for LLM development and deployment. Additionally, the proliferation of online platforms and social media has generated massive volumes of textual data that can be leveraged for insights and decision-making. Furthermore, text-based communication remains one of the most prevalent forms of human interaction, driving the need for LLMs to facilitate more natural and effective communication between humans and machines.

"By Region, Asia Pacific is slated to grow at the fastest rate and North America to have the largest market share during the forecast period"

The Asia Pacific region is witnessing a rapid digital transformation across various sectors, including finance, healthcare, and manufacturing, driving the demand for advanced language technologies like LLMs to streamline operations and enhance productivity. North America's advanced infrastructure and substantial funding for research and development provide a fertile ground for the growth of LLM technologies. Additionally, the region's diverse industries, including finance, healthcare, and e-commerce, are increasingly recognizing the benefits of LLMs for tasks such as data analysis, customer service, and text generation.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), vice presidents, innovation and technology directors, system integrators, and executives from various key organizations operating in the large language model market.

By Company: Tier I-35%, Tier II-45%, and Tier III-20%
By Designation: C-Level Executives-35%, D-Level Executives-30%, and others-35%
By Region: North America- 40%, Europe -20%, Asia Pacific- 25% and Middle East Africa- 9%, Latin America-6%

The report includes the study of key players offering large language model software and services. The major players in the large language model market include Google (US), OpenAI (US), Anthropic (US), Meta (US), Microsoft (US), NVIDIA (US), AWS (US), IBM (US), Oracle (US), HPE (US), Tencent (China), Yandex (Russia), Naver (South Korea), AI21 Labs (Israel), Hugging Face (US), Baidu (China), SenseTime (Hong Kong), Huawei (China), FedML (US), DynamoFL (US), Together AI (US), Upstage (South Korea), Mistral AI (France), Adept (US), Neuralfinity (Germany), Mosaic ML (US), Stability AI (UK), LightOn (France), Cohere (Canada), Turing (US), Lightning AI (US), and WhyLabs (US).

Research coverage

This research report categorizes the large language model market by Offering (Software and Services), Software By Type (General-purpose LLMs, Domain-specific LLMs, Multilingual LLMs, Task-specific LLMs), Software By Source Code (Open-source LLMs, Closed-source LLMs), Software By Deployment Mode (On-premises, Cloud), Services (Consulting, LLM Development, Integration, LLM fine-tuning (Full Fine-tuning, Retrieval-augmented Generation, Adapter-Based Parameter Efficient Tuning), LLM-backed App Development, Prompt Engineering, Support, Maintenance), by Architecture (Autoregressive Language Models, Autoencoding Language Models, Hybrid Language Models), by Modality (Text, Code, Image, Video), by Model Size (Below 1 Billion Parameters, 1 Billion To 10 Billion Parameters, 10 Billion To 50 Billion Parameters, 50 Billion To 100 Billion Parameters, 100 Billion To 200 Billion Parameters, 200 Billion To 500 Billion Parameters, Above 500 Billion Parameters), by Application (Information Retrieval, Language Translation and Localization, Content Generation and Curation, Code Generation, Customer Service Automation, Data Analysis and BI, Other Applications (Knowledge Base Answering, Decision-Making Support, Malware Analysis)), by End-user (IT/ITeS, Healthcare and Life Sciences, Law Firms, BFSI, Manufacturing, Education, Retail, Media and Entertainment, Other End-users (Government & Defense, Automotive, Telecommunications), and by Region (North America, Europe, Asia Pacific, Middle East & Africa, and Latin America). The scope of the report covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the large language model market. A detailed analysis of the key industry players has been done to provide insights into their business overview, solutions, and services; key strategies; contracts, partnerships, agreements, new product & service launches, mergers and acquisitions, and recent developments associated with the large language model market. Competitive analysis of upcoming startups in the large language model market ecosystem is covered in this report.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall large language model market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (the availability of extensive datasets is on the rise, ever evolving deep learning algorithms, growing necessity for improved communication between humans and machines, rising demand for automated content creation and curation), restraints (high cost of model training & inference optimization, data biasness and quality concerns, lack of transparency in explainability and interpretability), opportunities (enhanced language translation and localization with the use of LLMs, emotion recognition and sentiment analysis using LLMs, pressing demand for LLMs in knowledge discovery and management), and challenges (high inference latency, computational inefficiency due to large memory requirements, maintaining model performance and integrity).
Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the large language model market
Market Development: Comprehensive information about lucrative markets - the report analyses the large language model market across varied regions
Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the large language model market
Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like Google (US), OpenAI (US), Anthropic (US), Meta (US), Microsoft (US), NVIDIA (US), AWS (US), IBM (US), Oracle (US), HPE (US), Tencent (China), Yandex (Russia), Naver (South Korea), AI21 Labs (Israel), Hugging Face (US), Baidu (China), SenseTime (Hong Kong), Huawei (China), among others in the large language model market. The report also helps stakeholders understand the pulse of the large language model market and provides them with information on key market drivers, restraints, challenges, and opportunities.

1 INTRODUCTION

1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
- 1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 MARKET SCOPE
- 1.3.1 MARKET SEGMENTATION
- 1.3.2 REGIONS COVERED
- 1.3.3 YEARS CONSIDERED
1.4 CURRENCY CONSIDERED
- TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2020-2023
1.5 STAKEHOLDERS
- 1.5.1 IMPACT OF RECESSION

2 RESEARCH METHODOLOGY

2.1 RESEARCH DATA
- FIGURE 1 LARGE LANGUAGE MODEL MARKET: RESEARCH DESIGN
- 2.1.1 SECONDARY DATA
- 2.1.2 PRIMARY DATA
- TABLE 2 PRIMARY INTERVIEWS
  - 2.1.2.1 Breakup of primary profiles
- FIGURE 2 BREAKUP OF PRIMARY PROFILES, BY COMPANY TYPE, DESIGNATION, AND REGION
  - 2.1.2.2 Key industry insights
- FIGURE 3 KEY INSIGHTS FROM EXPERTS
2.2 MARKET SIZE ESTIMATION
- FIGURE 4 LARGE LANGUAGE MODEL MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
- 2.2.1 TOP-DOWN APPROACH
- 2.2.2 BOTTOM-UP APPROACH
- FIGURE 5 APPROACH 1 (BOTTOM-UP, SUPPLY-SIDE): REVENUE FROM VENDORS OF SOLUTIONS/SERVICES OF LARGE LANGUAGE MODELS
- FIGURE 6 APPROACH 2 (BOTTOM-UP, SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF LARGE LANGUAGE MODELS
- FIGURE 7 APPROACH 3 (BOTTOM-UP, SUPPLY-SIDE): MARKET ESTIMATION FROM ALL SOLUTIONS/SERVICES AND CORRESPONDING SOURCES
- FIGURE 8 APPROACH 4 (BOTTOM-UP, DEMAND-SIDE): SHARE OF LARGE LANGUAGE MODELS THROUGH OVERALL ARTIFICIAL INTELLIGENCE SPENDING
2.3 DATA TRIANGULATION
- FIGURE 9 DATA TRIANGULATION
2.4 MARKET FORECAST
- TABLE 3 FACTOR ANALYSIS
2.5 RESEARCH ASSUMPTIONS
- TABLE 4 RESEARCH ASSUMPTIONS
2.6 STUDY LIMITATIONS
- FIGURE 10 STUDY LIMITATIONS
2.7 IMPLICATIONS OF RECESSION ON LARGE LANGUAGE MODEL MARKET
- TABLE 5 IMPACT OF RECESSION ON GLOBAL LARGE LANGUAGE MODEL MARKET

3 EXECUTIVE SUMMARY

TABLE 6 GLOBAL LARGE LANGUAGE MODEL MARKET SIZE AND GROWTH RATE, 2020-2023 (USD MILLION, Y-O-Y %)
TABLE 7 GLOBAL LARGE LANGUAGE MODEL MARKET SIZE AND GROWTH RATE, 2024-2030 (USD MILLION, Y-O-Y %)
FIGURE 11 SOFTWARE SEGMENT TO HOLD LARGER MARKET SIZE IN 2024
FIGURE 12 GENERAL-PURPOSE LLMS TO BE DOMINANT SEGMENT, BY SOFTWARE TYPE, DURING FORECAST PERIOD
FIGURE 13 CLOSED-SOURCE LLMS SEGMENT, BY SOFTWARE SOURCE CODE, TO DOMINATE MARKET IN 2024
FIGURE 14 CLOUD TO BE FASTER-GROWING DEPLOYMENT MODE DURING FORECAST PERIOD
FIGURE 15 LLM DEVELOPMENT SEGMENT, BY SERVICE, TO HOLD LARGEST MARKET SHARE IN 2024
FIGURE 16 AUTOENCODING LLMS ARCHITECTURE SEGMENT SET TO REGISTER FASTEST GROWTH RATE BETWEEN 2024 AND 2030
FIGURE 17 TEXT SEGMENT, BY MODALITY, SET TO WITNESS LARGEST MARKET SHARE IN 2024
FIGURE 18 1 BILLION TO 10 BILLION PARAMETERS SEGMENT, BY MODEL SIZE, SET TO WITNESS LARGEST MARKET SHARE IN 2024
FIGURE 19 LANGUAGE TRANSLATION & LOCALIZATION SEGMENT TO BECOME FASTEST-GROWING APPLICATION DURING FORECAST PERIOD
FIGURE 20 HEALTHCARE & LIFE SCIENCES TO WITNESS HIGHEST GROWTH RATE DURING FORECAST PERIOD
FIGURE 21 ASIA PACIFIC TO REGISTER HIGHEST GROWTH RATE BETWEEN 2024 AND 2030

4 PREMIUM INSIGHTS

4.1 ATTRACTIVE OPPORTUNITIES FOR COMPANIES IN LARGE LANGUAGE MODEL MARKET
- FIGURE 22 INCREASING DEMAND FOR SOPHISTICATED NLP APPLICATIONS ACROSS DIVERSE INDUSTRIES TO BE PIVOTAL GROWTH DRIVER
4.2 LARGE LANGUAGE MODEL MARKET: TOP THREE APPLICATIONS
- FIGURE 23 INFORMATION RETRIEVAL APPLICATION SEGMENT TO ACCOUNT FOR HIGHEST GROWTH RATE DURING FORECAST PERIOD
4.3 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY OFFERING AND END USER
- FIGURE 24 SOFTWARE AND MEDIA & ENTERTAINMENT TO BE LARGEST SHAREHOLDERS IN NORTH AMERICA IN 2024
4.4 LARGE LANGUAGE MODEL MARKET, BY REGION
- FIGURE 25 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2024

5 MARKET OVERVIEW AND INDUSTRY TRENDS

5.1 INTRODUCTION
5.2 MARKET DYNAMICS
- FIGURE 26 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: LARGE LANGUAGE MODEL MARKET
- 5.2.1 DRIVERS
  - 5.2.1.1 Growth in availability of large datasets
- FIGURE 27 VOLUME OF DATA GENERATED AND CONSUMED WORLDWIDE, 2010-2023 (ZETTABYTE)
  - 5.2.1.2 Advancements in deep learning algorithms
- FIGURE 28 LLM PERFORMANCE TO SCALE RAPIDLY WITH SPIKE IN MODEL SIZE, 2018-2023 (BILLION PARAMETERS)
  - 5.2.1.3 Need for enhanced human-machine communication
- FIGURE 29 USERS BECOMING INCREASINGLY ADAPTED TO CHATBOT CONVERSATIONS, 2021 VS. 2022
  - 5.2.1.4 Rise in demand for automated content creation and curation
- FIGURE 30 LARGE LANGUAGE MODEL USE CASES ACROSS ENTERPRISE SIZE, 2022
- 5.2.2 RESTRAINTS
  - 5.2.2.1 High cost of model training & inference optimization
- FIGURE 31 TRAINING COSTS PER MILLION PARAMETERS FOR VARIOUS GPT-3-BASED LARGE LANGUAGE MODELS
  - 5.2.2.2 Data biases and quality concerns
  - 5.2.2.3 Lack of transparency in explainability and interpretability
- 5.2.3 OPPORTUNITIES
  - 5.2.3.1 Enhanced language translation and localization with use of LLMs
  - 5.2.3.2 Emotion recognition and sentiment analysis using LLMs
- FIGURE 32 SCORES OF SOME PROMINENT LLMS IN HUMAN COGNITIVE SKILLS, 2022
  - 5.2.3.3 Pressing demand for LLMs in knowledge discovery and management
- 5.2.4 CHALLENGES
  - 5.2.4.1 High inference latency
  - 5.2.4.2 Computational inefficiency due to large memory requirements
- FIGURE 33 COMPUTE REQUIREMENTS OF SOME PROMINENT LLMS (TERAFLOP)
  - 5.2.4.3 Maintaining model performance and integrity
- FIGURE 34 MODEL DRIFT IN GPT-4 WITHIN 3 MONTHS (MARCH 2023 VS. JUNE 2023)
5.3 EVOLUTION OF LARGE LANGUAGE MODEL MARKET
- FIGURE 35 EVOLUTION OF LARGE LANGUAGE MODEL MARKET
5.4 LARGE LANGUAGE MODELS: SOFTWARE LAYERS
- 5.4.1 EMBEDDING LAYER
- 5.4.2 FEEDFORWARD LAYER
- 5.4.3 RECURRENT LAYER
- 5.4.4 ATTENTION LAYER
5.5 VALUE CHAIN ANALYSIS
- FIGURE 36 LARGE LANGUAGE MODEL MARKET: VALUE CHAIN ANALYSIS
- TABLE 8 LARGE LANGUAGE MODEL MARKET: VALUE CHAIN ANALYSIS
5.6 ECOSYSTEM ANALYSIS/MARKET MAP
- TABLE 9 LARGE LANGUAGE MODEL MARKET: ECOSYSTEM
- FIGURE 37 LARGE LANGUAGE MODEL MARKET MAP: KEY PLAYERS
- 5.6.1 LARGE LANGUAGE MODEL SOFTWARE PROVIDERS
  - 5.6.1.1 LLM API Providers
  - 5.6.1.2 Vector Database Providers
  - 5.6.1.3 LLM Framework Providers
  - 5.6.1.4 Text-to-Speech Providers
  - 5.6.1.5 LLM Monitoring Tools Providers
- 5.6.2 LARGE LANGUAGE MODEL SERVICE PROVIDERS
  - 5.6.2.1 Compute Platform Providers
  - 5.6.2.2 Model Hubs
  - 5.6.2.3 Fine Tuning/Custom Model Training Frameworks
  - 5.6.2.4 Monitoring/Observability Platform Providers
  - 5.6.2.5 Hosting Service Providers
- 5.6.3 END USERS
- 5.6.4 GOVERNMENT & REGULATORY BODIES
5.7 INVESTMENT LANDSCAPE AND FUNDING SCENARIO
- FIGURE 38 LEADING LLM DEVELOPERS BY FUNDING VALUE AND FUNDING ROUNDS, 2017-2024 (USD MILLION)
- FIGURE 39 MOST VALUED LLM DEVELOPERS, 2023 (USD BILLION)
- FIGURE 40 INVESTMENTS IN LARGE LANGUAGE MODEL OPERATIONS (LLMOPS), BY CATEGORY, 2023 (USD MILLION)
- FIGURE 41 LARGE LANGUAGE MODEL MARKET DEAL COUNT AND DEAL VALUE, Q1 2021-Q3 2023 (USD MILLION)
5.8 CASE STUDY ANALYSIS
- 5.8.1 BFSI
  - 5.8.1.1 Accelerated collection and analysis of investment information for Edger Finance with generative AI
- 5.8.2 MEDIA & ENTERTAINMENT
  - 5.8.2.1 Revolutionized decentralized digital world of media & entertainment industry for Ben Group
- 5.8.3 HEALTHCARE & LIFE SCIENCES
  - 5.8.3.1 Summer Health reimagined pediatric doctor's visits with OpenAI
- 5.8.4 IT/ITES
  - 5.8.4.1 Oxide AI piloted IBM watsonx.ai to take on investment information overload in finance
- 5.8.5 LAW FIRMS
  - 5.8.5.1 Manz leveraged Deepset cloud to significantly reduce legal research efforts through semantic search
5.9 TECHNOLOGY ANALYSIS
- 5.9.1 KEY TECHNOLOGIES
  - 5.9.1.1 Natural Language Processing (NLP)
  - 5.9.1.2 Deep Learning
  - 5.9.1.3 Transformer Architecture
  - 5.9.1.4 Attention Mechanisms
  - 5.9.1.5 Transfer Learning
- 5.9.2 ADJACENT TECHNOLOGIES
  - 5.9.2.1 Speech Recognition
  - 5.9.2.2 Computer Vision
  - 5.9.2.3 Reinforcement Learning
  - 5.9.2.4 Knowledge Graphs
- 5.9.3 COMPLEMENTARY TECHNOLOGIES
  - 5.9.3.1 Quantum Computing
  - 5.9.3.2 Explainable AI
  - 5.9.3.3 Edge Computing
  - 5.9.3.4 Blockchain
5.10 REGULATORY LANDSCAPE
- 5.10.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 10 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 11 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 12 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 13 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 14 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- 5.10.2 REGULATIONS: LARGE LANGUAGE MODEL MARKET
  - 5.10.2.1 North America
    - 5.10.2.1.1 California Consumer Privacy Act (CCPA)
    - 5.10.2.1.2 Canada's Directive on Automated Decision-Making
    - 5.10.2.1.3 AI and Automated Decision Systems (AADS) Ordinance (New York City)
  - 5.10.2.2 Europe
    - 5.10.2.2.1 General Data Protection Regulation (GDPR)
    - 5.10.2.2.2 European Union's Artificial Intelligence Act (AIA)
    - 5.10.2.2.3 Ethical Guidelines for Trustworthy AI by the European Commission
  - 5.10.2.3 Asia Pacific
    - 5.10.2.3.1 Personal Information Protection Law (PIPL) - China
    - 5.10.2.3.2 Artificial Intelligence Ethics Guidelines - Japan
    - 5.10.2.3.3 AI Strategy and Governance Framework - Australia
  - 5.10.2.4 Middle East & Africa
    - 5.10.2.4.1 UAE AI Regulation and Ethics Guidelines
    - 5.10.2.4.2 South Africa's Protection of Personal Information Act (POPIA)
    - 5.10.2.4.3 Egypt's Data Protection Law
  - 5.10.2.5 Latin America
    - 5.10.2.5.1 Brazil - General Data Protection Law (LGPD)
    - 5.10.2.5.2 Mexico - Federal Law on the Protection of Personal Data Held by Private Parties (LFPDPPP)
    - 5.10.2.5.3 Argentina - Personal Data Protection Law (PDPL)
5.11 PATENT ANALYSIS
- 5.11.1 METHODOLOGY
- 5.11.2 PATENTS FILED, BY DOCUMENT TYPE
- TABLE 15 PATENTS FILED, 2013-2023
- 5.11.3 INNOVATION AND PATENT APPLICATIONS
- FIGURE 42 NUMBER OF PATENTS GRANTED IN LAST 10 YEARS, 2013-2023
  - 5.11.3.1 Top patent owners in large language model market
- FIGURE 43 TOP 10 APPLICANTS IN LARGE LANGUAGE MODEL MARKET, 2013-2023
- TABLE 16 TOP 20 PATENT OWNERS IN LARGE LANGUAGE MODEL MARKET, 2013-2023
- TABLE 17 LIST OF FEW PATENTS IN LARGE LANGUAGE MODEL MARKET, 2022-2023
- FIGURE 44 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013-2023
5.12 PRICING ANALYSIS
- 5.12.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE TYPE
- FIGURE 45 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE TYPE
- TABLE 18 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE TYPE
- 5.12.2 INDICATIVE PRICING ANALYSIS, BY OFFERING
- TABLE 19 INDICATIVE PRICING LEVELS OF LARGE LANGUAGE MODEL SOLUTIONS, BY OFFERING
5.13 TRADE ANALYSIS
- 5.13.1 EXPORT SCENARIO OF COMPUTER SOFTWARE
- FIGURE 46 EXPORT VALUE OF COMPUTER SOFTWARE, BY KEY COUNTRY, 2015-2022 (USD BILLION)
- 5.13.2 IMPORT SCENARIO OF COMPUTER SOFTWARE
- FIGURE 47 IMPORT VALUE OF COMPUTER SOFTWARE, BY KEY COUNTRY, 2015-2022 (USD BILLION)
5.14 KEY CONFERENCES & EVENTS
- TABLE 20 LARGE LANGUAGE MODEL MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2024-2025
5.15 PORTER'S FIVE FORCES ANALYSIS
- TABLE 21 PORTER'S FIVE FORCES' IMPACT ON LARGE LANGUAGE MODEL MARKET
- FIGURE 48 PORTER'S FIVE FORCES ANALYSIS: LARGE LANGUAGE MODEL MARKET
- 5.15.1 THREAT OF NEW ENTRANTS
- 5.15.2 THREAT OF SUBSTITUTES
- 5.15.3 BARGAINING POWER OF SUPPLIERS
- 5.15.4 BARGAINING POWER OF BUYERS
- 5.15.5 INTENSITY OF COMPETITIVE RIVALRY
5.16 TECHNOLOGY ROADMAP
- FIGURE 49 TECHNOLOGY ROADMAP FOR LARGE LANGUAGE MODEL MARKET
5.17 BUSINESS MODELS
- FIGURE 50 LARGE LANGUAGE MODEL: BUSINESS MODELS
- 5.17.1 SOFTWARE VENDOR MODEL
- 5.17.2 CLOUD API ACCESS MODEL
- 5.17.3 CUSTOM TRAINING/FINE-TUNING MODEL
- 5.17.4 MARKETPLACES/EXCHANGES MODEL
5.18 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
- 5.18.1 REVENUE SHIFT & NEW REVENUE POCKETS FOR LARGE LANGUAGE MODEL PROVIDERS
- FIGURE 51 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
5.19 KEY STAKEHOLDERS & BUYING CRITERIA
- 5.19.1 KEY STAKEHOLDERS IN BUYING PROCESS
- FIGURE 52 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR KEY END USERS
- TABLE 22 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR KEY END USERS
- 5.19.2 BUYING CRITERIA
- FIGURE 53 KEY BUYING CRITERIA FOR TOP THREE END USERS
- TABLE 23 KEY BUYING CRITERIA FOR TOP THREE END USERS

6 LARGE LANGUAGE MODEL MARKET, BY OFFERING

6.1 INTRODUCTION
- 6.1.1 OFFERING: LARGE LANGUAGE MODEL MARKET DRIVERS
- FIGURE 54 SOFTWARE SEGMENT TO REGISTER LARGER MARKET SHARE IN 2024
- TABLE 24 LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 25 LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
6.2 SOFTWARE, BY TYPE
- FIGURE 55 DOMAIN-SPECIFIC LLMS TO BE FASTEST-GROWING SEGMENT BETWEEN 2024 AND 2030
- TABLE 26 LARGE LANGUAGE MODEL MARKET, BY SOFTWARE TYPE, 2020-2023 (USD MILLION)
- TABLE 27 LARGE LANGUAGE MODEL MARKET, BY SOFTWARE TYPE, 2024-2030 (USD MILLION)
- 6.2.1 GENERAL PURPOSE LLMS
  - 6.2.1.1 High versatility and rapid adaptability of general-purpose LLMs to spur widespread deployment across multiple use cases
- TABLE 28 GENERAL-PURPOSE LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 29 GENERAL-PURPOSE LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.2.2 DOMAIN-SPECIFIC LLMS
  - 6.2.2.1 Adoption of domain-specific LLMs to be driven by organizations' pressing needs for LLMs tailored to their industry
  - 6.2.2.2 Zero-shot
- TABLE 30 ZERO-SHOT DOMAIN-SPECIFIC LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 31 ZERO-SHOT DOMAIN-SPECIFIC LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
  - 6.2.2.3 One-shot
- TABLE 32 ONE-SHOT DOMAIN-SPECIFIC LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 33 ONE-SHOT DOMAIN-SPECIFIC LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
  - 6.2.2.4 Few-shot
- TABLE 34 FEW-SHOT DOMAIN-SPECIFIC LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 35 FEW-SHOT DOMAIN-SPECIFIC LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.2.3 MULTILINGUAL LLMS
  - 6.2.3.1 Increasing globalization and drive for inclusivity to catalyze demand for seamless multilingual language processing capabilities
- TABLE 36 MULTILINGUAL LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 37 MULTILINGUAL LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.2.4 TASK-SPECIFIC LLMS
  - 6.2.4.1 Demand for high accuracy and precision in task-oriented language models for mission-critical applications to drive task-specific LLM growth
- TABLE 38 TASK-SPECIFIC LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 39 TASK-SPECIFIC LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
6.3 SOFTWARE, BY SOURCE CODE
- FIGURE 56 CLOSED-SOURCE LLMS SEGMENT TO HOLD LARGEST MARKET SHARE IN 2024
- TABLE 40 LARGE LANGUAGE MODEL MARKET, BY SOFTWARE SOURCE CODE, 2020-2023 (USD MILLION)
- TABLE 41 LARGE LANGUAGE MODEL MARKET, BY SOFTWARE SOURCE CODE, 2024-2030 (USD MILLION)
- 6.3.1 OPEN-SOURCE LLMS
  - 6.3.1.1 Availability of powerful open-source LLM models, combined with collaborative nature of open-source community, to drive adoption and growth of open-source LLMs
- TABLE 42 OPEN-SOURCE LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 43 OPEN-SOURCE LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.3.2 CLOSED-SOURCE LLMS
  - 6.3.2.1 Closed-source LLMs to be driven by need for customized, domain-specific AI solutions, as well as desire for exclusive access and proprietary advantages
- TABLE 44 CLOSED-SOURCE LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 45 CLOSED-SOURCE LLMS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
6.4 SOFTWARE, BY DEPLOYMENT MODE
- FIGURE 57 CLOUD SEGMENT TO HOLD LARGER MARKET SHARE IN 2024
- TABLE 46 LARGE LANGUAGE MODEL MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020-2023 (USD MILLION)
- TABLE 47 LARGE LANGUAGE MODEL MARKET, BY SOFTWARE DEPLOYMENT MODE, 2024-2030 (USD MILLION)
- 6.4.1 CLOUD
  - 6.4.1.1 Increasing demand for scalable and easily accessible LLM APIs to drive growth of cloud-based LLMs
- TABLE 48 CLOUD: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 49 CLOUD: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.4.2 ON-PREMISES
  - 6.4.2.1 Pressing need from enterprises for stringent data privacy and handling data in sensitive domains to fuel growth of on-premises LLMs for localized deployment and control
- TABLE 50 ON-PREMISES: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 51 ON-PREMISES: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
6.5 SERVICES
- FIGURE 58 LLM FINE-TUNING SERVICES TO REGISTER HIGHEST GROWTH RATE IN LARGE LANGUAGE MODEL MARKET BETWEEN 2024 AND 2030
- TABLE 52 LARGE LANGUAGE MODEL MARKET, BY SERVICE, 2020-2023 (USD MILLION)
- TABLE 53 LARGE LANGUAGE MODEL MARKET, BY SERVICE, 2024-2030 (USD MILLION)
- 6.5.1 CONSULTING
  - 6.5.1.1 Growing demand for expert guidance on LLM adoption and implementation strategies to drive consulting services segment
- TABLE 54 CONSULTING: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 55 CONSULTING: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.5.2 LLM DEVELOPMENT
  - 6.5.2.1 LLM development services to be buoyed by increasing need for custom LLMs tailored to specific use cases and industries
- TABLE 56 LLM DEVELOPMENT: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 57 LLM DEVELOPMENT: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.5.3 INTEGRATION
  - 6.5.3.1 Necessity of seamlessly incorporating LLMs into existing software ecosystems and workflows to accentuate demand for integration services
- TABLE 58 INTEGRATION: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 59 INTEGRATION: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.5.4 LLM FINE-TUNING
  - 6.5.4.1 Domain-specific and task-specific LLM optimization set to expand LLM fine-tuning services market
  - 6.5.4.2 Full fine-tuning
- TABLE 60 FULL FINE-TUNING: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 61 FULL FINE-TUNING: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
  - 6.5.4.3 Retrieval-augmented Generation (RAG)
- TABLE 62 RETRIEVAL-AUGMENTED GENERATION: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 63 RETRIEVAL-AUGMENTED GENERATION: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
  - 6.5.4.4 Adapter-based parameter-efficient tuning
- TABLE 64 ADAPTER-BASED PARAMETER-EFFICIENT TUNING: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 65 ADAPTER-BASED PARAMETER-EFFICIENT TUNING: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.5.5 LLM-BACKED APP DEVELOPMENT
  - 6.5.5.1 Adoption of LLM-backed app development services on the rise, attributed to growing popularity of LLM-powered applications across various sectors
- TABLE 66 LLM-BACKED APP DEVELOPMENT: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 67 LLM-BACKED APP DEVELOPMENT: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.5.6 PROMPT ENGINEERING
  - 6.5.6.1 Prompt engineering services slated for rapid growth owing to criticality of effective prompt design for optimal LLM performance
- TABLE 68 PROMPT ENGINEERING: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 69 PROMPT ENGINEERING: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 6.5.7 SUPPORT & MAINTENANCE
  - 6.5.7.1 Ongoing need for LLM model updates, monitoring, and long-term support to drive adoption of support & maintenance services
- TABLE 70 SUPPORT & MAINTENANCE: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 71 SUPPORT & MAINTENANCE: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)

7 LARGE LANGUAGE MODEL MARKET, BY ARCHITECTURE

7.1 INTRODUCTION
- 7.1.1 ARCHITECTURE: LARGE LANGUAGE MODEL MARKET DRIVERS
- FIGURE 59 AUTOENCODING LLMS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- TABLE 72 LARGE LANGUAGE MODEL MARKET, BY ARCHITECTURE, 2020-2023 (USD MILLION)
- TABLE 73 LARGE LANGUAGE MODEL MARKET, BY ARCHITECTURE, 2024-2030 (USD MILLION)
7.2 AUTOREGRESSIVE LANGUAGE MODELS
- 7.2.1 AUTOREGRESSIVE LANGUAGE MODELS TO CAPTURE COMPLEX LINGUISTIC PATTERNS AND DEPENDENCIES WITHIN GIVEN CONTEXT
- TABLE 74 AUTOREGRESSIVE LANGUAGE MODELS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 75 AUTOREGRESSIVE LANGUAGE MODELS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 7.2.2 SINGLE-HEADED AUTOREGRESSIVE LANGUAGE MODELS
- 7.2.3 MULTI-HEADED AUTOREGRESSIVE LANGUAGE MODELS
7.3 AUTOENCODING LANGUAGE MODELS
- 7.3.1 AELMS TO EXTEND TO FINE-TUNING DOWNSTREAM TASKS, LEADING TO WIDESPREAD ADOPTION IN INDUSTRY AND ACADEMIA
- TABLE 76 AUTOENCODING LANGUAGE MODELS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 77 AUTOENCODING LANGUAGE MODELS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 7.3.2 VANILLA AUTOENCODING LANGUAGE MODELS
- 7.3.3 OPTIMIZED AUTOENCODING LANGUAGE MODELS
7.4 HYBRID LANGUAGE MODELS
- 7.4.1 INTEGRATING AUTOREGRESSIVE AND AUTOENCODING COMPONENTS TO ENABLE THEM TO EXCEL IN TASKS REQUIRING CONTEXTUAL UNDERSTANDING AND GENERATIVE CAPABILITIES
- TABLE 78 HYBRID LANGUAGE MODELS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 79 HYBRID LANGUAGE MODELS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 7.4.2 TEXT-TO-TEXT LANGUAGE MODELS
- 7.4.3 PRETRAINING-FINETUNING MODELS

8 LARGE LANGUAGE MODEL MARKET, BY MODALITY

8.1 INTRODUCTION
- 8.1.1 MODALITY: LARGE LANGUAGE MODEL MARKET DRIVERS
- FIGURE 60 VIDEO MODALITY TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- TABLE 80 LARGE LANGUAGE MODEL MARKET, BY MODALITY, 2020-2023 (USD MILLION)
- TABLE 81 LARGE LANGUAGE MODEL MARKET, BY MODALITY, 2024-2030 (USD MILLION)
8.2 TEXT
- 8.2.1 LLMS TO LEVERAGE ADVANCED TECHNIQUES SUCH AS ATTENTION MECHANISMS AND TRANSFORMER ARCHITECTURES TO PROCESS AND GENERATE TEXT
- TABLE 82 TEXT: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 83 TEXT: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
8.3 CODE
- 8.3.1 LLMS WITH CODE UNDERSTANDING CAPABILITIES TO ASSIST IN TASKS SUCH AS SOFTWARE MAINTENANCE, REFACTORING, AND OPTIMIZATION
- TABLE 84 CODE: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 85 CODE: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
8.4 IMAGE
- 8.4.1 MULTIMODAL TRANSFORMERS AND FUSION MECHANISMS TO ALLOW LLMS TO INCORPORATE VISUAL INFORMATION ALONGSIDE TEXTUAL INPUTS
- TABLE 86 IMAGE: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 87 IMAGE: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
8.5 VIDEO
- 8.5.1 VIDEO MODALITY TO EMPOWER LLMS TO EXTRACT MEANINGFUL INSIGHTS FROM VIDEO CONTENT, INCLUDING OBJECT RECOGNITION, ACTIVITY DETECTION, AND SCENE UNDERSTANDING
- TABLE 88 VIDEO: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 89 VIDEO: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)

9 LARGE LANGUAGE MODEL MARKET, BY MODEL SIZE

9.1 INTRODUCTION
- 9.1.1 MODEL SIZE: LARGE LANGUAGE MODEL MARKET DRIVERS
- FIGURE 61 200 BILLION TO 500 BILLION PARAMETERS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- TABLE 90 LARGE LANGUAGE MODEL MARKET, BY MODEL SIZE, 2020-2023 (USD MILLION)
- TABLE 91 LARGE LANGUAGE MODEL MARKET, BY MODEL SIZE, 2024-2030 (USD MILLION)
9.2 BELOW 1 BILLION PARAMETERS
- 9.2.1 MODELS BELOW 1 BILLION PARAMETERS TO BE IDEAL FOR APPLICATIONS IN ENVIRONMENTS WITH LIMITED COMPUTATIONAL CAPABILITIES
- FIGURE 62 PROMINENT LLMS BELOW 1 BILLION PARAMETERS
- TABLE 92 BELOW 1 BILLION PARAMETERS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 93 BELOW 1 BILLION PARAMETERS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
9.3 1 BILLION TO 10 BILLION PARAMETERS
- 9.3.1 MODELS BETWEEN 1 BILLION AND 10 BILLION PARAMETERS ADEPT FOR BROAD SPECTRUM OF NLP TASKS WITH MODERATE COMPUTATIONAL REQUIREMENTS
- FIGURE 63 PROMINENT LLMS BETWEEN 1 BILLION AND 10 BILLION PARAMETERS
- TABLE 94 1 BILLION TO 10 BILLION PARAMETERS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 95 1 BILLION TO 10 BILLION PARAMETERS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
9.4 10 BILLION TO 50 BILLION PARAMETERS
- 9.4.1 10 BILLION TO 50 BILLION PARAMETERS MODELS TO HANDLE ADVANCED LANGUAGE UNDERSTANDING WITHOUT RESOURCE-INTENSIVE NATURE OF LARGER MODELS
- FIGURE 64 PROMINENT LLMS BETWEEN 10 BILLION AND 50 BILLION PARAMETERS
- TABLE 96 10 BILLION TO 50 BILLION PARAMETERS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 97 10 BILLION TO 50 BILLION PARAMETERS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
9.5 50 BILLION TO 100 BILLION PARAMETERS
- 9.5.1 EXPANSION IN MODELS WITH 50 BILLION TO 100 BILLION PARAMETERS PROPELLED BY THEIR INCREASED CAPACITY FOR NUANCED LANGUAGE COMPREHENSION AND CONTEXT AWARENESS
- FIGURE 65 PROMINENT LLMS BETWEEN 50 BILLION AND 100 BILLION PARAMETERS
- TABLE 98 50 BILLION TO 100 BILLION PARAMETERS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 99 50 BILLION TO 100 BILLION PARAMETERS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
9.6 100 BILLION TO 200 BILLION PARAMETERS
- 9.6.1 HEIGHTENED CAPABILITY TO UNDERSTAND COMPLEX LANGUAGE PATTERNS TO MAKE THESE MODEL SIZES SUITABLE FOR DEVELOPING DOMAIN-SPECIFIC LLMS
- FIGURE 66 PROMINENT LLMS BETWEEN 100 BILLION AND 200 BILLION PARAMETERS
- TABLE 100 100 BILLION TO 200 BILLION PARAMETERS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 101 100 BILLION TO 200 BILLION PARAMETERS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
9.7 200 BILLION TO 500 BILLION PARAMETERS
- 9.7.1 THESE MODELS DEMONSTRATE ROBUST PERFORMANCE IN EXTENSIVE CONTEXT AWARENESS, SOPHISTICATED DIALOGUE SYSTEMS, AND ADVANCED CONTENT GENERATION
- FIGURE 67 PROMINENT LLMS BETWEEN 200 BILLION AND 500 BILLION PARAMETERS
- TABLE 102 200 BILLION TO 500 BILLION PARAMETERS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 103 200 BILLION TO 500 BILLION PARAMETERS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
9.8 ABOVE 500 BILLION PARAMETERS
- 9.8.1 MODELS ABOVE 500 BILLION PARAMETERS TO PROVIDE UNPARALLELED PERFORMANCE AND EXCEPTIONALLY HIGH LEVEL OF CONTEXT COMPREHENSION AND GENERATION
- FIGURE 68 PROMINENT LLMS ABOVE 500 BILLION PARAMETERS
- TABLE 104 ABOVE 500 BILLION PARAMETERS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 105 ABOVE 500 BILLION PARAMETERS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)

10 LARGE LANGUAGE MODEL MARKET, BY APPLICATION

10.1 INTRODUCTION
- 10.1.1 APPLICATION: LARGE LANGUAGE MODEL MARKET DRIVERS
- FIGURE 69 LANGUAGE TRANSLATION & LOCALIZATION APPLICATION TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- TABLE 106 LARGE LANGUAGE MODEL MARKET, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 107 LARGE LANGUAGE MODEL MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
10.2 INFORMATION RETRIEVAL
- 10.2.1 LLMS TO HELP UNDERSTAND SEMANTIC MEANING AND CONTEXT OF TEXT, ENABLING MORE ACCURATE AND RELEVANT INFORMATION RETRIEVAL
- TABLE 108 INFORMATION RETRIEVAL: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 109 INFORMATION RETRIEVAL: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
10.3 LANGUAGE TRANSLATION & LOCALIZATION
- 10.3.1 LLMS TO STREAMLINE LOCALIZATION PROCESS BY AUTOMATING VARIOUS TASKS, SUCH AS TRANSLATING WEBSITE CONTENT, PRODUCT DESCRIPTIONS, AND USER INTERFACES
- TABLE 110 LANGUAGE TRANSLATION & LOCALIZATION: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 111 LANGUAGE TRANSLATION & LOCALIZATION: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 10.3.2 MULTILINGUAL TRANSLATION
- 10.3.3 LOCALIZATION SERVICES
10.4 CONTENT GENERATION & CURATION
- 10.4.1 BUSINESSES AND CONTENT CREATORS TO STREAMLINE CONTENT WORKFLOWS, IMPROVE CONTENT QUALITY, AND DELIVER MORE PERSONALIZED EXPERIENCE
- TABLE 112 CONTENT GENERATION & CURATION: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 113 CONTENT GENERATION & CURATION: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 10.4.2 AUTOMATED JOURNALISM AND ARTICLE WRITING
- 10.4.3 CREATIVE WRITING
10.5 CODE GENERATION
- 10.5.1 LLMS TO FACILITATE CODE REFACTORING AND OPTIMIZATION BY ANALYZING EXISTING CODEBASES AND SUGGESTING IMPROVEMENTS OR ALTERNATIVE IMPLEMENTATIONS
- TABLE 114 CODE GENERATION: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 115 CODE GENERATION: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
10.6 CUSTOMER SERVICE AUTOMATION
- 10.6.1 INTEGRATING AUTOREGRESSIVE AND AUTOENCODING COMPONENTS TO ENABLE TO EXCEL IN TASKS REQUIRING CONTEXTUAL UNDERSTANDING AND GENERATIVE CAPABILITIES
- TABLE 116 CUSTOMER SERVICE AUTOMATION: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 117 CUSTOMER SERVICE AUTOMATION: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 10.6.2 CHATBOTS AND VIRTUAL ASSISTANTS
- 10.6.3 SALES AND MARKETING AUTOMATION
- 10.6.4 PERSONALIZED RECOMMENDATION
10.7 DATA ANALYSIS AND BI
- 10.7.1 INTEGRATING LLMS TO AUTOMATE DATA CATEGORIZATION, ANOMALY DETECTION, AND PREDICTIVE ANALYTICS, ENABLING BUSINESSES TO GAIN DEEPER INSIGHTS
- TABLE 118 DATA ANALYSIS AND BI: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 119 DATA ANALYSIS AND BI: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
- 10.7.2 SENTIMENT ANALYSIS
- 10.7.3 BUSINESS REPORTING AND MARKET ANALYSIS
10.8 OTHER APPLICATIONS
- TABLE 120 OTHER APPLICATIONS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 121 OTHER APPLICATIONS: LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)

11 LARGE LANGUAGE MODEL MARKET, BY END USER

11.1 INTRODUCTION
- 11.1.1 END USER: LARGE LANGUAGE MODEL MARKET DRIVERS
- FIGURE 70 HEALTHCARE & LIFE SCIENCES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- TABLE 122 LARGE LANGUAGE MODEL MARKET, BY END USER, 2020-2023 (USD MILLION)
- TABLE 123 LARGE LANGUAGE MODEL MARKET, BY END USER, 2024-2030 (USD MILLION)
11.2 IT & ITES
- 11.2.1 EXTENSIVE UTILIZATION OF LLMS IN SOFTWARE DEVELOPMENT PROCESSES AND CUSTOMER SERVICE
- FIGURE 71 IT/ITES: KEY USE CASES
- TABLE 124 LARGE LANGUAGE MODEL MARKET IN IT & ITES, BY REGION, 2020-2023 (USD MILLION)
- TABLE 125 LARGE LANGUAGE MODEL MARKET IN IT & ITES, BY REGION, 2024-2030 (USD MILLION)
- TABLE 126 LARGE LANGUAGE MODEL MARKET IN IT & ITES, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 127 LARGE LANGUAGE MODEL MARKET IN IT & ITES, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 128 LARGE LANGUAGE MODEL MARKET IN IT & ITES, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 129 LARGE LANGUAGE MODEL MARKET IN IT & ITES, BY APPLICATION, 2024-2030 (USD MILLION)

11.3 HEALTHCARE & LIFE SCIENCES
- 11.3.1 LEVERAGING LLMS FOR SENTIMENT ANALYSIS OF PATIENT FEEDBACK, PROCESS OF LITERATURE REVIEW, AND PARSING COMPLEX DATASETS
- FIGURE 72 HEALTHCARE & LIFE SCIENCES: KEY USE CASES
- TABLE 130 LARGE LANGUAGE MODEL MARKET IN HEALTHCARE & LIFE SCIENCES, BY REGION, 2020-2023 (USD MILLION)
- TABLE 131 LARGE LANGUAGE MODEL MARKET IN HEALTHCARE & LIFE SCIENCES, BY REGION, 2024-2030 (USD MILLION)
- TABLE 132 LARGE LANGUAGE MODEL MARKET IN HEALTHCARE & LIFE SCIENCES, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 133 LARGE LANGUAGE MODEL MARKET IN HEALTHCARE & LIFE SCIENCES, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 134 LARGE LANGUAGE MODEL MARKET IN HEALTHCARE & LIFE SCIENCES, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 135 LARGE LANGUAGE MODEL MARKET IN HEALTHCARE & LIFE SCIENCES, BY APPLICATION, 2024-2030 (USD MILLION)
11.4 LAW FIRMS
- 11.4.1 NLP CAPABILITIES OF LLMS ENABLE LAW FIRMS TO EXTRACT INSIGHTS FROM VAST AMOUNTS OF LEGAL TEXTS
- FIGURE 73 LAW FIRMS: KEY USE CASES
- TABLE 136 LARGE LANGUAGE MODEL MARKET IN LAW FIRMS, BY REGION, 2020-2023 (USD MILLION)
- TABLE 137 LARGE LANGUAGE MODEL MARKET IN LAW FIRMS, BY REGION, 2024-2030 (USD MILLION)
- TABLE 138 LARGE LANGUAGE MODEL MARKET IN LAW FIRMS, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 139 LARGE LANGUAGE MODEL MARKET IN LAW FIRMS, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 140 LARGE LANGUAGE MODEL MARKET IN LAW FIRMS, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 141 LARGE LANGUAGE MODEL MARKET IN LAW FIRMS, BY APPLICATION, 2024-2030 (USD MILLION)
11.5 BFSI
- 11.5.1 LLMS HELP FINANCIAL INSTITUTIONS AUTOMATE ROUTINE TASKS SUCH AS CONTRACT ANALYSIS AND COMPLIANCE MONITORING
- FIGURE 74 BFSI: KEY USE CASES
- TABLE 142 LARGE LANGUAGE MODEL MARKET IN BFSI, BY REGION, 2020-2023 (USD MILLION)
- TABLE 143 LARGE LANGUAGE MODEL MARKET IN BFSI, BY REGION, 2024-2030 (USD MILLION)
- TABLE 144 LARGE LANGUAGE MODEL MARKET IN BFSI, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 145 LARGE LANGUAGE MODEL MARKET IN BFSI, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 146 LARGE LANGUAGE MODEL MARKET IN BFSI, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 147 LARGE LANGUAGE MODEL MARKET IN BFSI, BY APPLICATION, 2024-2030 (USD MILLION)
11.6 MANUFACTURING
- 11.6.1 OPTIMIZING SUPPLY CHAIN BY ANALYZING MARKET TRENDS, DEMAND FORECASTS, AND LOGISTICAL DATA
- FIGURE 75 MANUFACTURING: KEY USE CASES
- TABLE 148 LARGE LANGUAGE MODEL MARKET IN MANUFACTURING, BY REGION, 2020-2023 (USD MILLION)
- TABLE 149 LARGE LANGUAGE MODEL MARKET IN MANUFACTURING, BY REGION, 2024-2030 (USD MILLION)
- TABLE 150 LARGE LANGUAGE MODEL MARKET IN MANUFACTURING, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 151 LARGE LANGUAGE MODEL MARKET IN MANUFACTURING, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 152 LARGE LANGUAGE MODEL MARKET IN MANUFACTURING, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 153 MANUFACTURING: LARGE LANGUAGE MODEL MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
11.7 EDUCATION
- 11.7.1 DEMAND FOR ASSISTANCE IN GRADING ASSIGNMENTS, GENERATING QUIZZES, AND PROVIDING FEEDBACK IN EDUCATION
- FIGURE 76 EDUCATION: KEY USE CASES
- TABLE 154 LARGE LANGUAGE MODEL MARKET IN EDUCATION, BY REGION, 2020-2023 (USD MILLION)
- TABLE 155 LARGE LANGUAGE MODEL MARKET IN EDUCATION, BY REGION, 2024-2030 (USD MILLION)
- TABLE 156 LARGE LANGUAGE MODEL MARKET IN EDUCATION, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 157 LARGE LANGUAGE MODEL MARKET IN EDUCATION, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 158 LARGE LANGUAGE MODEL MARKET IN EDUCATION, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 159 LARGE LANGUAGE MODEL MARKET IN EDUCATION, BY APPLICATION, 2024-2030 (USD MILLION)
11.8 RETAIL & ECOMMERCE
- 11.8.1 NEED FOR RETAILERS TO DELIVER ENGAGING AND RESPONSIVE INTERACTIONS ACROSS MULTIPLE CHANNELS
- FIGURE 77 RETAIL & ECOMMERCE: KEY USE CASES
- TABLE 160 LARGE LANGUAGE MODEL MARKET IN RETAIL & ECOMMERCE, BY REGION, 2020-2023 (USD MILLION)
- TABLE 161 LARGE LANGUAGE MODEL MARKET IN RETAIL & ECOMMERCE, BY REGION, 2024-2030 (USD MILLION)
- TABLE 162 LARGE LANGUAGE MODEL MARKET IN RETAIL & ECOMMERCE, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 163 LARGE LANGUAGE MODEL MARKET IN RETAIL & ECOMMERCE, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 164 LARGE LANGUAGE MODEL MARKET IN RETAIL & ECOMMERCE, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 165 LARGE LANGUAGE MODEL MARKET IN RETAIL & ECOMMERCE, BY APPLICATION, 2024-2030 (USD MILLION)
11.9 MEDIA & ENTERTAINMENT
- 11.9.1 ENABLING MEDIA COMPANIES TO OPTIMIZE CONTENT FOR DIFFERENT PLATFORMS AND AUDIENCES
- FIGURE 78 MEDIA & ENTERTAINMENT: KEY USE CASES
- TABLE 166 LARGE LANGUAGE MODEL MARKET IN MEDIA & ENTERTAINMENT, BY REGION, 2020-2023 (USD MILLION)
- TABLE 167 LARGE LANGUAGE MODEL MARKET IN MEDIA & ENTERTAINMENT, BY REGION, 2024-2030 (USD MILLION)
- TABLE 168 LARGE LANGUAGE MODEL MARKET IN MEDIA & ENTERTAINMENT, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 169 LARGE LANGUAGE MODEL MARKET IN MEDIA & ENTERTAINMENT, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 170 LARGE LANGUAGE MODEL MARKET IN MEDIA & ENTERTAINMENT, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 171 LARGE LANGUAGE MODEL MARKET IN MEDIA & ENTERTAINMENT, BY APPLICATION, 2024-2030 (USD MILLION)
11.10 OTHER END USERS
- TABLE 172 LARGE LANGUAGE MODEL MARKET IN OTHER END USERS, BY REGION, 2020-2023 (USD MILLION)
- TABLE 173 LARGE LANGUAGE MODEL MARKET IN OTHER END USERS, BY REGION, 2024-2030 (USD MILLION)
- TABLE 174 LARGE LANGUAGE MODEL MARKET IN OTHER END USERS, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 175 LARGE LANGUAGE MODEL MARKET IN OTHER END USERS, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 176 LARGE LANGUAGE MODEL MARKET IN OTHER END USERS, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 177 LARGE LANGUAGE MODEL MARKET IN OTHER END USERS, BY APPLICATION, 2024-2030 (USD MILLION)

12 LARGE LANGUAGE MODEL MARKET, BY REGION

12.1 INTRODUCTION
- FIGURE 79 ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 80 INDIA TO REGISTER HIGHEST GROWTH RATE IN LARGE LANGUAGE MODEL MARKET DURING FORECAST PERIOD
- TABLE 178 LARGE LANGUAGE MODEL MARKET, BY REGION, 2020-2023 (USD MILLION)
- TABLE 179 LARGE LANGUAGE MODEL MARKET, BY REGION, 2024-2030 (USD MILLION)
12.2 NORTH AMERICA
- 12.2.1 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET DRIVERS
- 12.2.2 NORTH AMERICA: RECESSION IMPACT
- FIGURE 81 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET SNAPSHOT
- TABLE 180 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 181 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 182 NORTH AMERICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY TYPE, 2020-2023 (USD MILLION)
- TABLE 183 NORTH AMERICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY TYPE, 2024-2030 (USD MILLION)
- TABLE 184 NORTH AMERICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY SOURCE CODE, 2020-2023 (USD MILLION)
- TABLE 185 NORTH AMERICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY SOURCE CODE, 2024-2030 (USD MILLION)
- TABLE 186 NORTH AMERICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY DEPLOYMENT MODE, 2020-2023 (USD MILLION)
- TABLE 187 NORTH AMERICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
- TABLE 188 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY SERVICE, 2020-2023 (USD MILLION)
- TABLE 189 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY SERVICE, 2024-2030 (USD MILLION)
- TABLE 190 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY ARCHITECTURE, 2020-2023 (USD MILLION)
- TABLE 191 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY ARCHITECTURE, 2024-2030 (USD MILLION)
- TABLE 192 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY MODALITY, 2020-2023 (USD MILLION)
- TABLE 193 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY MODALITY, 2024-2030 (USD MILLION)
- TABLE 194 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY MODEL SIZE, 2020-2023 (USD MILLION)
- TABLE 195 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY MODEL SIZE, 2024-2030 (USD MILLION)
- TABLE 196 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 197 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
- TABLE 198 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY END USER, 2020-2023 (USD MILLION)
- TABLE 199 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY END USER, 2024-2030 (USD MILLION)
- TABLE 200 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY COUNTRY, 2020-2023 (USD MILLION)
- TABLE 201 NORTH AMERICA: LARGE LANGUAGE MODEL MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
- 12.2.3 US
  - 12.2.3.1 Supportive regulatory environment and robust technological infrastructure
- TABLE 202 US: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 203 US: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 12.2.4 CANADA
  - 12.2.4.1 Leveraging AI-driven LLM technologies to address societal challenges and drive innovation across industries
- TABLE 204 CANADA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 205 CANADA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
12.3 EUROPE
- 12.3.1 EUROPE: LARGE LANGUAGE MODEL MARKET DRIVERS
- 12.3.2 EUROPE: RECESSION IMPACT
- TABLE 206 EUROPE: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 207 EUROPE: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 208 EUROPE: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY TYPE, 2020-2023 (USD MILLION)
- TABLE 209 EUROPE: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY TYPE, 2024-2030 (USD MILLION)
- TABLE 210 EUROPE: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY SOURCE CODE, 2020-2023 (USD MILLION)
- TABLE 211 EUROPE: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY SOURCE CODE, 2024-2030 (USD MILLION)
- TABLE 212 EUROPE: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY DEPLOYMENT MODE, 2020-2023 (USD MILLION)
- TABLE 213 EUROPE: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
- TABLE 214 EUROPE: LARGE LANGUAGE MODEL MARKET, BY SERVICE, 2020-2023 (USD MILLION)
- TABLE 215 EUROPE: LARGE LANGUAGE MODEL MARKET, BY SERVICE, 2024-2030 (USD MILLION)
- TABLE 216 EUROPE: LARGE LANGUAGE MODEL MARKET, BY ARCHITECTURE, 2020-2023 (USD MILLION)
- TABLE 217 EUROPE: LARGE LANGUAGE MODEL MARKET, BY ARCHITECTURE, 2024-2030 (USD MILLION)
- TABLE 218 EUROPE: LARGE LANGUAGE MODEL MARKET, BY MODALITY, 2020-2023 (USD MILLION)
- TABLE 219 EUROPE: LARGE LANGUAGE MODEL MARKET, BY MODALITY, 2024-2030 (USD MILLION)
- TABLE 220 EUROPE: LARGE LANGUAGE MODEL MARKET, BY MODEL SIZE, 2020-2023 (USD MILLION)
- TABLE 221 EUROPE: LARGE LANGUAGE MODEL MARKET, BY MODEL SIZE, 2024-2030 (USD MILLION)
- TABLE 222 EUROPE: LARGE LANGUAGE MODEL MARKET, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 223 EUROPE: LARGE LANGUAGE MODEL MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
- TABLE 224 EUROPE: LARGE LANGUAGE MODEL MARKET, BY END USER, 2020-2023 (USD MILLION)
- TABLE 225 EUROPE: LARGE LANGUAGE MODEL MARKET, BY END USER, 2024-2030 (USD MILLION)
- TABLE 226 EUROPE: LARGE LANGUAGE MODEL MARKET, BY COUNTRY, 2020-2023 (USD MILLION)
- TABLE 227 EUROPE: LARGE LANGUAGE MODEL MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
- 12.3.3 UK
  - 12.3.3.1 Government support for AI development through initiatives such as AI Sector Deal, boosting investment in AI research
- TABLE 228 UK: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 229 UK: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 12.3.4 GERMANY
  - 12.3.4.1 Increasing interest in developing AI solutions tailored to German language and specific regional dialects
- TABLE 230 GERMANY: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 231 GERMANY: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 12.3.5 FRANCE
  - 12.3.5.1 Country's combination of technological innovation, government initiatives, and thriving AI ecosystem
- TABLE 232 FRANCE: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 233 FRANCE: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 12.3.6 REST OF EUROPE
- TABLE 234 REST OF EUROPE: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 235 REST OF EUROPE: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
12.4 ASIA PACIFIC
- 12.4.1 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET DRIVERS
- 12.4.2 ASIA PACIFIC: RECESSION IMPACT
- FIGURE 82 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET SNAPSHOT
- TABLE 236 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 237 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 238 ASIA PACIFIC: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY TYPE, 2020-2023 (USD MILLION)
- TABLE 239 ASIA PACIFIC: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY TYPE, 2024-2030 (USD MILLION)
- TABLE 240 ASIA PACIFIC: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY SOURCE CODE, 2020-2023 (USD MILLION)
- TABLE 241 ASIA PACIFIC: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY SOURCE CODE, 2024-2030 (USD MILLION)
- TABLE 242 ASIA PACIFIC: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY DEPLOYMENT MODE, 2020-2023 (USD MILLION)
- TABLE 243 ASIA PACIFIC: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
- TABLE 244 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY SERVICE, 2020-2023 (USD MILLION)
- TABLE 245 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY SERVICE, 2024-2030 (USD MILLION)
- TABLE 246 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY ARCHITECTURE, 2020-2023 (USD MILLION)
- TABLE 247 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY ARCHITECTURE, 2024-2030 (USD MILLION)
- TABLE 248 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY MODALITY, 2020-2023 (USD MILLION)
- TABLE 249 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY MODALITY, 2024-2030 (USD MILLION)
- TABLE 250 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY MODEL SIZE, 2020-2023 (USD MILLION)
- TABLE 251 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY MODEL SIZE, 2024-2030 (USD MILLION)
- TABLE 252 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 253 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
- TABLE 254 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY END USER, 2020-2023 (USD MILLION)
- TABLE 255 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY END USER, 2024-2030 (USD MILLION)
- TABLE 256 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY COUNTRY, 2020-2023 (USD MILLION)
- TABLE 257 ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
- 12.4.3 CHINA
  - 12.4.3.1 Integration of LLMs into various industries in China
- TABLE 258 CHINA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 259 CHINA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 12.4.4 INDIA
  - 12.4.4.1 Emerging tech industry and huge digital population
- TABLE 260 INDIA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 261 INDIA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 12.4.5 JAPAN
  - 12.4.5.1 Rich cultural heritage and technologically advanced society
- TABLE 262 JAPAN: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 263 JAPAN: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 12.4.6 SOUTH KOREA
  - 12.4.6.1 Homegrown startup achievements on Open LLM Leaderboard indicating growing presence of Korean companies in global AI landscape
- TABLE 264 SOUTH KOREA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 265 SOUTH KOREA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 12.4.7 REST OF ASIA PACIFIC
- TABLE 266 REST OF ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 267 REST OF ASIA PACIFIC: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
12.5 MIDDLE EAST & AFRICA
- 12.5.1 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET DRIVERS
- 12.5.2 MIDDLE EAST & AFRICA: RECESSION IMPACT
- TABLE 268 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 269 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 270 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY TYPE, 2020-2023 (USD MILLION)
- TABLE 271 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY TYPE, 2024-2030 (USD MILLION)
- TABLE 272 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY SOURCE CODE, 2020-2023 (USD MILLION)
- TABLE 273 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY SOURCE CODE, 2024-2030 (USD MILLION)
- TABLE 274 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY DEPLOYMENT MODE, 2020-2023 (USD MILLION)
- TABLE 275 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
- TABLE 276 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY SERVICE, 2020-2023 (USD MILLION)
- TABLE 277 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY SERVICE, 2024-2030 (USD MILLION)
- TABLE 278 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY ARCHITECTURE, 2020-2023 (USD MILLION)
- TABLE 279 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY ARCHITECTURE, 2024-2030 (USD MILLION)
- TABLE 280 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY MODALITY, 2020-2023 (USD MILLION)
- TABLE 281 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY MODALITY, 2024-2030 (USD MILLION)
- TABLE 282 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY MODEL SIZE, 2020-2023 (USD MILLION)
- TABLE 283 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY MODEL SIZE, 2024-2030 (USD MILLION)
- TABLE 284 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 285 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
- TABLE 286 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY END USER, 2020-2023 (USD MILLION)
- TABLE 287 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY END USER, 2024-2030 (USD MILLION)
- TABLE 288 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY COUNTRY/REGION, 2020-2023 (USD MILLION)
- TABLE 289 MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY COUNTRY/REGION, 2024-2030 (USD MILLION)
- 12.5.3 GCC
  - 12.5.3.1 Significant investments in AI technologies and adoption of Arabic-specific language models
- TABLE 290 GCC: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 291 GCC: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 12.5.4 SOUTH AFRICA
  - 12.5.4.1 Strategic geographical location of South Africa and status as regional economic hub
- TABLE 292 SOUTH AFRICA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 293 SOUTH AFRICA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 12.5.5 TURKEY
  - 12.5.5.1 Growth of Turkish economy led to greater demand for large language model services
- TABLE 294 TURKEY: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 295 TURKEY: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 12.5.6 REST OF MIDDLE EAST & AFRICA
- TABLE 296 REST OF MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 297 REST OF MIDDLE EAST & AFRICA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
12.6 LATIN AMERICA
- 12.6.1 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET DRIVERS
- 12.6.2 LATIN AMERICA: RECESSION IMPACT
- TABLE 298 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 299 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- TABLE 300 LATIN AMERICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY TYPE, 2020-2023 (USD MILLION)
- TABLE 301 LATIN AMERICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY TYPE, 2024-2030 (USD MILLION)
- TABLE 302 LATIN AMERICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY SOURCE CODE, 2020-2023 (USD MILLION)
- TABLE 303 LATIN AMERICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY SOURCE CODE, 2024-2030 (USD MILLION)
- TABLE 304 LATIN AMERICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY DEPLOYMENT MODE, 2020-2023 (USD MILLION)
- TABLE 305 LATIN AMERICA: LARGE LANGUAGE MODEL SOFTWARE MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
- TABLE 306 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY SERVICE, 2020-2023 (USD MILLION)
- TABLE 307 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY SERVICE, 2024-2030 (USD MILLION)
- TABLE 308 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY ARCHITECTURE, 2020-2023 (USD MILLION)
- TABLE 309 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY ARCHITECTURE, 2024-2030 (USD MILLION)
- TABLE 310 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY MODALITY, 2020-2023 (USD MILLION)
- TABLE 311 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY MODALITY, 2024-2030 (USD MILLION)
- TABLE 312 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY MODEL SIZE, 2020-2023 (USD MILLION)
- TABLE 313 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY MODEL SIZE, 2024-2030 (USD MILLION)
- TABLE 314 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY APPLICATION, 2020-2023 (USD MILLION)
- TABLE 315 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
- TABLE 316 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY END USER, 2020-2023 (USD MILLION)
- TABLE 317 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY END USER, 2024-2030 (USD MILLION)
- TABLE 318 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY COUNTRY, 2020-2023 (USD MILLION)
- TABLE 319 LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
- 12.6.3 BRAZIL
  - 12.6.3.1 Economy driven by industries such as agriculture, manufacturing, and services to fuel need for advanced language technologies
- TABLE 320 BRAZIL: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 321 BRAZIL: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 12.6.4 MEXICO
  - 12.6.4.1 Government and digital transformation initiatives to fuel adoption of advanced AI technologies
- TABLE 322 MEXICO: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 323 MEXICO: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)
- 12.6.5 REST OF LATIN AMERICA
- TABLE 324 REST OF LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2020-2023 (USD MILLION)
- TABLE 325 REST OF LATIN AMERICA: LARGE LANGUAGE MODEL MARKET, BY OFFERING, 2024-2030 (USD MILLION)

13 COMPETITIVE LANDSCAPE

13.1 OVERVIEW
13.2 KEY PLAYER STRATEGIES
- TABLE 326 OVERVIEW OF STRATEGIES ADOPTED BY KEY LARGE LANGUAGE MODEL VENDORS
13.3 REVENUE ANALYSIS
- FIGURE 83 TOP 5 PUBLIC PLAYERS DOMINATED MARKET IN LAST 4 YEARS
13.4 MARKET SHARE ANALYSIS
- FIGURE 84 SHARE OF LEADING COMPANIES IN LARGE LANGUAGE MODEL MARKET, 2023
- 13.4.1 MARKET RANKING ANALYSIS
- TABLE 327 LARGE LANGUAGE MODEL MARKET: DEGREE OF COMPETITION
13.5 PRODUCT COMPARATIVE ANALYSIS
- 13.5.1 PRODUCT COMPARATIVE ANALYSIS, BY GENERAL-PURPOSE LLM
- FIGURE 85 PRODUCT COMPARATIVE ANALYSIS, BY GENERAL-PURPOSE LLM
  - 13.5.1.1 GPT-4 by OpenAI
  - 13.5.1.2 Llama 2 by Meta
  - 13.5.1.3 Claude 3 By Anthropic
  - 13.5.1.4 Amazon Titan by Amazon
  - 13.5.1.5 Gemini by Google
- 13.5.2 PRODUCT COMPARATIVE ANALYSIS, BY DOMAIN-SPECIFIC LLM
- FIGURE 86 PRODUCT COMPARATIVE ANALYSIS, BY DOMAIN-SPECIFIC LLM
  - 13.5.2.1 Med-PaLM by Google
  - 13.5.2.2 Amazon CodeWhisperer by Amazon
  - 13.5.2.3 BloombergGPT by Bloomberg
  - 13.5.2.4 FinGPT
  - 13.5.2.5 BioBERTpt
- 13.5.3 PRODUCT COMPARATIVE ANALYSIS, BY OPEN-SOURCE LLM
- FIGURE 87 PRODUCT COMPARATIVE ANALYSIS, BY OPEN-SOURCE LLM (1/2)
- FIGURE 88 PRODUCT COMPARATIVE ANALYSIS, BY OPEN-SOURCE LLM (2/2)
  - 13.5.3.1 Neural Chat 7B by Intel
  - 13.5.3.2 Falcon by Technology Innovation Institute
  - 13.5.3.3 Bloom by BigScience
  - 13.5.3.4 Xgen 7B 4K Base by Salesforce
  - 13.5.3.5 Neox GPT by EleutherAI
  - 13.5.3.6 Abacus Giraffe by Abacus AI
  - 13.5.3.7 Baichuan 13B by Baichuan Intelligence
  - 13.5.3.8 Open Llama by OpenLM
  - 13.5.3.9 Vicuna-33B by Lmsys
  - 13.5.3.10 Dolly 2.0 by Databricks
13.6 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
- FIGURE 89 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
- FIGURE 90 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS
13.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
- 13.7.1 STARS
- 13.7.2 EMERGING LEADERS
- 13.7.3 PERVASIVE PLAYERS
- 13.7.4 PARTICIPANTS
- FIGURE 91 LARGE LANGUAGE MODEL MARKET: COMPANY EVALUATION MATRIX, 2023
- 13.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023
  - 13.7.5.1 Company Footprint
- FIGURE 92 COMPANY FOOTPRINT (18 COMPANIES)
  - 13.7.5.2 Region Footprint
- TABLE 328 REGION FOOTPRINT (18 COMPANIES)
  - 13.7.5.3 Application Footprint
- TABLE 329 APPLICATION FOOTPRINT (18 COMPANIES)
  - 13.7.5.4 End-user Footprint
- TABLE 330 END-USER FOOTPRINT (18 COMPANIES)
  - 13.7.5.5 Modality Footprint
- TABLE 331 MODALITY FOOTPRINT (18 COMPANIES)
13.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023
- 13.8.1 PROGRESSIVE COMPANIES
- 13.8.2 RESPONSIVE COMPANIES
- 13.8.3 DYNAMIC COMPANIES
- 13.8.4 STARTING BLOCKS
- FIGURE 93 LARGE LANGUAGE MODEL MARKET: STARTUP/SME EVALUATION MATRIX, 2023
- 13.8.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023
  - 13.8.5.1 Detailed List of Key Startups/SMEs
- TABLE 332 LARGE LANGUAGE MODEL MARKET: DETAILED LIST OF KEY STARTUPS/SMES
  - 13.8.5.2 Competitive Benchmarking of Key Startups/SMEs
- TABLE 333 LARGE LANGUAGE MODEL MARKET: COMPETITIVE BENCHMARKING OF STARTUPS/SMES
13.9 COMPETITIVE SCENARIO AND TRENDS
- 13.9.1 PRODUCT LAUNCHES AND ENHANCEMENTS
- TABLE 334 LARGE LANGUAGE MODEL MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, FEBRUARY 2021-FEBRUARY 2024
- 13.9.2 DEALS
- TABLE 335 LARGE LANGUAGE MODEL MARKET: DEALS, FEBRUARY 2021-FEBRUARY 2024

14 COMPANY PROFILES

14.1 INTRODUCTION
14.2 KEY PLAYERS
(Business overview, Products/Solutions/Services offered, Recent developments, MnM view, Key Strengths, Strategic choices made, and Weaknesses and Competitive threats)**

14.2.1 GOOGLE
TABLE 336 GOOGLE: BUSINESS OVERVIEW
FIGURE 94 GOOGLE: COMPANY SNAPSHOT
TABLE 337 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 338 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 339 GOOGLE: DEALS
14.2.2 OPENAI
TABLE 340 OPENAI: BUSINESS OVERVIEW
TABLE 341 OPENAI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 342 OPENAI: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 343 OPENAI: DEALS
14.2.3 MICROSOFT
TABLE 344 MICROSOFT: BUSINESS OVERVIEW
FIGURE 95 MICROSOFT: COMPANY SNAPSHOT
TABLE 345 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 346 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 347 MICROSOFT: DEALS
14.2.4 ANTHROPIC
TABLE 348 ANTHROPIC: BUSINESS OVERVIEW
TABLE 349 ANTHROPIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 350 ANTHROPIC: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 351 ANTHROPIC: DEALS
14.2.5 META
TABLE 352 META: BUSINESS OVERVIEW
FIGURE 96 META: COMPANY SNAPSHOT
TABLE 353 META: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 354 META: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 355 META: DEALS
14.2.6 NVIDIA
TABLE 356 NVIDIA: BUSINESS OVERVIEW
FIGURE 97 NVIDIA: COMPANY SNAPSHOT
TABLE 357 NVIDIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 358 NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 359 NVIDIA: DEALS
14.2.7 IBM
TABLE 360 IBM: BUSINESS OVERVIEW
FIGURE 98 IBM: COMPANY SNAPSHOT
TABLE 361 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 362 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 363 IBM: DEALS
14.2.8 HPE
TABLE 364 HPE: BUSINESS OVERVIEW
FIGURE 99 HPE: COMPANY SNAPSHOT
TABLE 365 HPE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 366 HPE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 367 HPE: DEALS
14.2.9 ORACLE
TABLE 368 ORACLE: BUSINESS OVERVIEW
FIGURE 100 ORACLE: COMPANY SNAPSHOT
TABLE 369 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 370 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 371 ORACLE: DEALS
14.2.10 AWS
TABLE 372 AWS: BUSINESS OVERVIEW
FIGURE 101 AWS: COMPANY SNAPSHOT
TABLE 373 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 374 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
TABLE 375 AWS: DEALS
14.2.11 TENCENT
14.2.12 YANDEX
14.2.13 NAVER
14.2.14 AI21 LABS
14.2.15 HUGGING FACE
14.2.16 BAIDU
14.2.17 SENSETIME
14.2.18 HUAWEI

14.3 STARTUP/SME PROFILES
- 14.3.1 FEDML
- 14.3.2 DYNAMOFL
- 14.3.3 TOGETHER AI
- 14.3.4 UPSTAGE
- 14.3.5 MISTRAL AI
- 14.3.6 ADEPT
- 14.3.7 NEURALFINITY
- 14.3.8 MOSAIC ML
- 14.3.9 STABILITY AI
- 14.3.10 LIGHTON
- 14.3.11 COHERE
- 14.3.12 TURING
- 14.3.13 LIGHTNING AI
- 14.3.14 WHYLABS
*Details on Business overview, Products/Solutions/Services offered, Recent developments, MnM view, Key Strengths, Strategic choices made, and Weaknesses and Competitive threats might not be captured in case of unlisted companies.

15 ADJACENT AND RELATED MARKETS

15.1 INTRODUCTION
15.2 ARTIFICIAL INTELLIGENCE MARKET - GLOBAL FORECAST TO 2030
- 15.2.1 MARKET DEFINITION
- 15.2.2 MARKET OVERVIEW
  - 15.2.2.1 Artificial intelligence market, by offering
- TABLE 376 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017-2022 (USD MILLION)
- TABLE 377 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023-2030 (USD MILLION)
  - 15.2.2.2 Artificial intelligence market, by technology
- TABLE 378 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
- TABLE 379 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023-2030 (USD MILLION)
  - 15.2.2.3 Artificial intelligence market, by business function
- TABLE 380 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017-2022 (USD MILLION)
- TABLE 381 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023-2030 (USD MILLION)
  - 15.2.2.4 Artificial intelligence market, by vertical
- TABLE 382 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
- TABLE 383 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
  - 15.2.2.5 Artificial intelligence market, by region
- TABLE 384 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
- TABLE 385 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
15.3 GENERATIVE AI MARKET - GLOBAL FORECAST TO 2030
- 15.3.1 MARKET DEFINITION
- 15.3.2 MARKET OVERVIEW
  - 15.3.2.1 Generative AI market, by offering
- TABLE 386 GENERATIVE AI MARKET, BY OFFERING, 2019-2022 (USD MILLION)
- TABLE 387 GENERATIVE AI MARKET, BY OFFERING, 2023-2030 (USD MILLION)
  - 15.3.2.2 Generative AI market, by application
- TABLE 388 GENERATIVE AI APPLICATION MARKET, BY BUSINESS FUNCTION, 2019-2022 (USD MILLION)
- TABLE 389 GENERATIVE AI APPLICATION MARKET, BY BUSINESS FUNCTION, 2023-2030 (USD MILLION)
- TABLE 390 GENERATIVE AI APPLICATION MARKET, BY DATA MODALITY, 2019-2022 (USD MILLION)
- TABLE 391 GENERATIVE AI APPLICATION MARKET, BY DATA MODALITY, 2023-2030 (USD MILLION)
  - 15.3.2.3 Generative AI market, by region
- TABLE 392 GENERATIVE AI MARKET, BY REGION, 2019-2022 (USD MILLION)
- TABLE 393 GENERATIVE AI MARKET, BY REGION, 2023-2030 (USD MILLION)

16 APPENDIX

16.1 DISCUSSION GUIDE
16.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
16.3 CUSTOMIZATION OPTIONS
16.4 RELATED REPORTS
16.5 AUTHOR DETAILS