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市場調査レポート
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1458541

大規模言語モデル (LLM) の世界市場：提供区分・モダリティ・用途・エンドユーザー・地域別 - 予測（～2030年）

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
出版日: | 発行: MarketsandMarkets | ページ情報: 英文 432 Pages | 納期: 即納可能 即納可能とは

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大規模言語モデル (LLM) の世界市場：提供区分・モダリティ・用途・エンドユーザー・地域別 - 予測（～2030年）
出版日: 2024年03月20日
発行: MarketsandMarkets
ページ情報: 英文 432 Pages
納期: 即納可能 即納可能とは
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  • 概要
  • 目次
概要

大規模言語モデル (LLM) の市場規模は、予測期間中に33.2%のCAGRで推移し、2024年の64億米ドルから、2030年には361億米ドルの規模に成長すると予測されています。

同市場の成長は、主に広範なデータセットへのアクセスの増加、ディープラーニングアルゴリズムの進歩、人間と機械のインタラクション向上の必要性によってもたらされます。

調査範囲
調査対象年 2021-2030年
基準年 2023年
予測期間 2024-2030年
単位 米ドル
セグメント別 提供区分・アーキテクチャ・モダリティ・モデルサイズ・用途・エンドユーザー・地域別
対象地域 北米・欧州・アジア太平洋・中東&アフリカ・ラテンアメリカ

モデルサイズ別では、1,000億～2,000億パラメータの部門が予測期間中にもっとも速い成長を示す見通しです。このモデルは、複雑さと実用性のバランスを取り、計算可能でありながら実質的な機能を提供しています。LaMDA 2、GPT-3、BLOOMZ、Jurassic-2、Falcon 180Bなどの言語モデルは、これを例証するものであり、このサイズのモデルが印象的な言語理解と生成能力を提供する可能性を示しています。さらに、特殊なアクセラレーターや分散コンピューティングシステムを含むハードウェアインフラの進歩も、このようなモデルのトレーニングや展開の効率性と拡張性を高めています。さらに、会話AI、自然言語理解、コンテンツ生成などの用途に対する需要が高まるにつれて、さまざまな業界の多様な要件を満たすことができるこのサイズのモデルに対する関心が高まっており、このことによっても急速な採用と市場拡大が促進されています。

モダリティ別では、テキストの部門が予測期間中に最大のシェアを占める見込みです。テキストベースのアプリケーションは、顧客サービスのチャットボット、感情分析ツール、言語翻訳サービスなど、さまざまな業界でユビキタスとなっています。LLMがテキストコンテンツの理解と生成において改善を続けているため、これらのアプリケーションの需要は急増すると予想されています。さらに、テキストデータは豊富で簡単にアクセスできるため、LLMの開発と展開の主要な焦点となっています。

地域別では、アジア太平洋地域がもっとも急速に成長し、北米が予測期間中に最大のシェアを占めると予測されています。アジア太平洋地域は、金融、ヘルスケア、製造業などの分野で急速なデジタルトランスフォーメーションを経験しており、業務の効率化と生産性の向上を目的としたLLMなどの高度な言語技術への需要が促進されています。北米の高度なインフラとR&Dへの多額の資金は、LLM技術の成長に肥沃な土壌を提供しています。さらに、金融、ヘルスケア、eコマースなど、この地域の多様な業界では、データアナリティクス、顧客サービス、テキスト生成などの作業におけるLLMの利点がますます認識されるようになっています。

当レポートでは、世界の大規模言語モデル (LLM) の市場を調査し、市場概要、市場影響因子および市場機会の分析、技術・特許の動向、法規制環境、ケーススタディ、市場規模の推移・予測、各種区分・地域別の詳細分析、競合情勢、主要企業のプロファイルなどをまとめています。

目次

第1章 イントロダクション

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 重要考察

第5章 市場概要・業界動向

  • 市場力学
    • 促進要因
    • 抑制要因
    • 機会
    • 課題
  • 大規模言語モデル市場の進化
  • 大規模言語モデル：ソフトウェアレイヤー
  • バリューチェーン分析
  • エコシステム分析/市場マップ
  • 投資情勢と資金調達シナリオ
  • ケーススタディ分析
  • 技術分析
  • 規制状況
  • 特許分析
  • 価格分析
  • 貿易分析
  • 主な会議とイベント
  • ポーターのファイブフォース分析
  • 技術ロードマップ
  • ビジネスモデル
  • 顧客のビジネスに影響を与える動向/ディスラプション
  • 主なステークホルダーと購入基準

第6章 大規模言語モデル (LLM) 市場：提供区分別

  • ソフトウェア：タイプ別
    • 汎用LLMS
    • ドメイン固有LLMS
    • 多言語LLMS
    • タスク固有LLMS
  • ソフトウェア：ソースコード別
    • オープンソースLLMS
    • クローズドソースLLMS
  • ソフトウェア：展開モード別
    • クラウド
    • オンプレミス
  • サービス
    • コンサルティング
    • LLM開発
    • 統合
    • LLMの微調整
    • LLM支援のアプリ開発
    • 迅速なエンジニアリング
    • サポート・メンテナンス

第7章 大規模言語モデル (LLM) 市場：アーキテクチャ別

  • 自己回帰言語モデル
    • 単頭自己回帰言語モデル
    • 多頭自己回帰言語モデル
  • オートエンコーディング言語モデル
    • バニラオートエンコーディング言語モデル
    • 最適化オートエンコーディング言語モデル
  • ハイブリッド言語モデル
    • テキストツーテキスト言語モデル
    • プレトレーニング-ファインチューニングモデル

第8章 大規模言語モデル (LLM) 市場：モダリティ別

  • テキスト
  • コード
  • イメージ
  • ビデオ

第9章 大規模言語モデル (LLM) 市場：モデルサイズ別

  • 10億パラメータ未満
  • 10億から100億のパラメータ
  • 100億から500億のパラメータ
  • 500億から1,000億のパラメータ
  • 1,000億から2,000億のパラメータ
  • 2,000億から5,000億のパラメータ
  • 5,000億パラメータ超

第10章 大規模言語モデル (LLM) 市場：用途別

  • 情報検索
  • 言語翻訳・ローカリゼーション
    • 多言語翻訳
    • ローカリゼーションサービス
  • コンテンツ生成・キュレーション
    • 自動化ジャーナリズム・記事執筆
    • 文芸
  • コード生成
  • カスタマーサービス自動化
    • チャットボット・バーチャルアシスタント
    • セールス&マーケティングの自動化
    • パーソナライズドレコメンデーション
  • データ分析・BI
    • 感情分析
    • ビジネスレポート・市場分析
  • その他

第11章 大規模言語モデル (LLM) 市場：エンドユーザー別

  • IT・ITES
  • ヘルスケア＆ライフサイエンス
  • 法律事務所
  • BFSI
  • 製造
  • 教育
  • 小売・電子商取引
  • メディア・エンターテインメント
  • その他

第12章 大規模言語モデル (LLM) 市場：地域別

  • 北米
  • 欧州
  • アジア太平洋
  • 中東・アフリカ
  • ラテンアメリカ

第13章 競合情勢

  • 概要
  • 主要企業の戦略
  • 収益分析
  • 市場シェア分析
  • 製品比較分析
  • 主要ベンダーの企業評価と財務指標
  • 企業評価マトリックス：主要企業
  • 企業評価マトリックス：スタートアップ/中小企業
  • 競合シナリオと動向

第14章 企業プロファイル

  • 主要企業
    • GOOGLE
    • OPENAI
    • MICROSOFT
    • ANTHROPIC
    • META
    • NVIDIA
    • IBM
    • HPE
    • ORACLE
    • AWS
    • TENCENT
    • YANDEX
    • NAVER
    • AI21 LABS
    • HUGGING FACE
    • BAIDU
    • SENSETIME
    • HUAWEI
  • スタートアップ/SME
    • FEDML
    • DYNAMOFL
    • TOGETHER AI
    • UPSTAGE
    • MISTRAL AI
    • ADEPT
    • NEURALFINITY
    • MOSAIC ML
    • STABILITY AI
    • LIGHTON
    • COHERE
    • TURING
    • LIGHTNING AI
    • WHYLABS

第15章 隣接市場・関連市場

第16章 付録

目次
Product Code: TC 8977

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 Study2021-2030
Base Year2023
Forecast Period2024-2030
Units ConsideredUSD (Million)
SegmentsBy Offering, Architecture, Modality, Model Size, Application, End-user, and Region
Regions coveredNorth 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.

TABLE OF CONTENTS

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