Table of Contents
Quick Answer
- AI chip market: $248B in 2027 (Gartner)
- NVIDIA AI data-center revenue: $184B (NVIDIA FY27)
- AI accelerator shipments: 18.4M units (IDC)
- TSMC AI-related revenue share: 64% (TSMC)
- HBM market: $58B (TrendForce)
Key AI Chip Statistics
NVIDIA retains 82% of the AI training accelerator market (TrendForce). AMD's Instinct MI400 captured 9%, Google TPUs and AWS Trainium the rest. SK Hynix leads HBM3e at 48% share. TSMC manufactures 93% of advanced AI chips on sub-5nm nodes.
Market Data
| Metric | 2027 Value | Source |
|---|---|---|
| AI chip market total | $248B | Gartner |
| Data center AI chips | $198B | IDC |
| Edge AI chips | $28B | Yole |
| AI SoCs (mobile/PC) | $22B | IDC |
| NVIDIA AI DC revenue | $184B | NVIDIA |
| AMD AI revenue | $18.4B | AMD |
| Intel Gaudi revenue | $4.2B | Intel |
| HBM market | $58B | TrendForce |
| AI chips at TSMC | 64% of revenue | TSMC |
| Advanced packaging (CoWoS) | 280K wafers/mo | TSMC |
Vendor Share (Training)
| Vendor | Market Share | Flagship |
|---|---|---|
| NVIDIA | 82% | B300 / R100 |
| AMD | 9% | MI400 |
| Google TPU | 5% | Trillium v3 |
| AWS Trainium | 2% | Trainium3 |
| Others | 2% | Cerebras, Graphcore, SambaNova |
HBM Share
| Vendor | Share |
|---|---|
| SK Hynix | 48% |
| Samsung | 36% |
| Micron | 16% |
Sources
- Gartner — AI Semiconductor Forecast 2027
- IDC — AI Accelerator Tracker 2027
- TrendForce — AI Chip and HBM 2027
- Yole Intelligence — Edge AI Chips 2027
- NVIDIA — FY27 Annual Report
- AMD — 2027 Financials
- TSMC — Q3 2027 Investor Deck
- Intel — Gaudi 2027 Metrics
- SemiAnalysis — 2027 AI Chip Deep Dive
- Stanford HAI — AI Index Compute Trends 2027
Conclusion
AI silicon in 2027 is a $248B market dominated by NVIDIA and TSMC. More at misar.blog.