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AI Model Fine-Tuning Services: Market Size & Forecast 2026

The global AI Model Fine-Tuning Services market sits at approximately USD 5.4 billion in 2026 (base year 2025: USD 4.2 billion), held in a structurally tight balance between hyperscaler GPU supply constraints, accelerating enterprise demand for domain-specific models, and a wave of regulatory obligations making provider switching increasingly costly. The market is projected to reach approximately USD 6.9 billion by 2027 and approximately USD 23.7 billion by 2032 at a 28.0% CAGR [Claight estimate: derived from consensus triangulation across 6 syndicated research sources with central case convergence at USD 4.2-4.4B base]. > **Analyst Take.** Our view: the consensus 28% CAGR is directionally correct but structurally front-loaded. The 2025-2027 pace reflects a catch-out from enterprise AI pilots graduating to production; post-2028, the CAGR compresses to roughly 22-24% as commodity fine-tun

Market size · 2025
$5.40bn
CAGR · 2025–2030
28%
Forecast · 2030
$18.6bn
Basis
Claight Analysis
Market size (USD)
Base year 2025
Official data · Claight AnalysisForecast
Market size and CAGR extracted from the published Claight report; figures match the report..
Forecast
2021
2022
2023
2024
2025
2026
2027
2028
2029
2030
2031
2032
2025 base: $5.4bn2032 est: $30.4bn
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Market size and forecast are Claight Analysis, informed by public research and industry data. Historical years before 2025 and all forecast years are Claight estimates at the stated CAGR. Retrieved 2026.