Is it winning?
Yes
Assessed capability across ten dimensions · 75.5
Loading this page
Assembling this page. Live sources are being read now.
Assembling this page. Live sources are being read now.
Wednesday, 7 October 2026
The foundry that manufactures the leading-edge chips for NVIDIA, AMD, Apple and the hyperscalers; the physical bottleneck of the entire AI hardware supply chain.
Yes
Assessed capability across ten dimensions · 75.5
Unknown
No reputation data published
Yes
What the company discloses about its finances · 85.0
Analyst interpretationThe deepest single point in the AI supply chain; geopolitical and capacity risk here propagates to every chip vendor above it.
| Capability | maturityScore | status | evidenceGrade | lastVerified |
|---|---|---|---|---|
| agents | 55 | verified | E2 | 2026-06-22 |
| deployment_options | 67 | documented | E2 | 2026-05-07 |
| portability | 69.5 | verified | E3 | 2026-07-31 |
| enterprise_assistant | 82 | tested | E3 | 2026-05-07 |
| governance | 72 | documented | E2 | 2026-05-07 |
| security | 77 | tested | E3 | 2026-05-07 |
| rag | 87 | verified | E4 | 2026-05-07 |
| models | 77 | tested | E3 | 2026-05-07 |
| cost_controls | 87 | verified | E4 | 2026-05-07 |
| integrations | 82 | tested | E3 | 2026-05-07 |
Not covered in the capability matrix
The AI Enterprise capability matrix does not include TSMC. No capability scores are shown rather than invented.
OpenAI's GPU fleet (NVIDIA H100/B200) is fabricated by TSMC, the AI-compute bottleneck for OpenAI runs through TSMC's leading-edge N4/N3 process nodes.
Meta's 350K+ H100 fleet for Llama training is fabricated by TSMC; MTIA accelerators are also on TSMC N5.
xAI Colossus (100K+ H100 cluster) is built on TSMC-fabricated NVIDIA silicon.
Anthropic's training (AWS Trainium) and inference (NVIDIA H100) silicon are both TSMC-fabricated.
Google's TPU v5/v6 silicon (used by DeepMind for Gemini training) is fabricated by TSMC.
Falcon training on G42/Cerebras Condor Galaxy uses TSMC-fabricated WSE-3 wafer-scale chips.
Not covered in the model inventory
The AI Enterprise model inventory records no models owned by TSMC.
Not covered in the reputation seed
The AI Enterprise reputation dataset does not cover TSMC.
No curated sources listed
The sourcing manifest holds no curated evidence URLs for TSMC.