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EMIB vs CoWoS - Two approaches to heterogeneous integration for AI and HPC silicon

Murugavel Ganesan
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Advanced Chip Packaging · 2025
EMIB vs CoWoS
Two approaches to heterogeneous integration for AI and HPC silicon
Intel Foundry Services EMIB
Logic Die HBM Stack CPU / GPU Die HBM Die ( gap — no interposer ) EMIB Si bridge Organic Substrate Organic Substrate Embedded in substrate ~5×4 mm die 55 µm pitch BGA solder balls KEY: Bridge spans only the die-to-die interface zone — substrate carries the rest No full silicon interposer required
  • No large interposer Small Si bridge (~5×4 mm) embedded in substrate — die-to-die zone only
  • Higher yield potential Smaller bridge die = lower defect probability; substrate scales independently
  • Lower warpage risk Organic substrate CTE closer to PCB; no full-wafer silicon mismatch
  • Scalable multi-die layout Multiple bridges can be placed wherever high-bandwidth die-to-die links are needed
TSMC Advanced Packaging CoWoS
HBM Stack Logic Die Silicon Interposer (~9 µm RDL pitch) TSVs Organic Substrate
  • Full-wafer silicon interposer Passive Si interposer (CoWoS-S) or active (CoWoS-R/L) beneath all chiplets
  • Ultra-high interconnect density ~9 µm RDL pitch enables massive die-to-HBM bandwidth (up to 3.35 TB/s per GPU)
  • Higher warpage risk CTE mismatch between large Si interposer and organic substrate drives warpage at reflow
  • Capacity-constrained supply CoWoS capacity at TSMC is the primary bottleneck for AI accelerator supply in 2024–25
Technical parameters
Parameter Intel EMIB TSMC CoWoS Edge
Interconnect pitchdie-to-die ~55 µm ~9 µm (RDL) CoWoS
Package heightz-dimension Lower Taller (extra Si layer) EMIB
Silicon area efficiencyrelative to die count High (bridge <0.2% of pkg) Low (interposer ~100% of pkg) EMIB
Max aggregate bandwidthper package ~2 TB/s (Ponte Vecchio) ~3.35 TB/s (H100 NVL) CoWoS
Warpage riskat reflow Lower Higher EMIB
Foundry dependencypackaging lock-in Intel internal / IFS TSMC only Context
Known silicon deploymentsproduction 2023–2025 Meteor Lake, Ponte Vecchio, Gaudi 3 A100, H100, MI300X, Blackwell CoWoS
Intel EMIB — where it ships
Meteor Lake (Core Ultra) Ponte Vecchio GPU Gaudi 3 AI Accel. Altera Agilex FPGAs Sapphire Rapids HBM
TSMC CoWoS — where it ships
NVIDIA A100 / H100 AMD MI300X / MI300A NVIDIA Blackwell (GB200) Apple M-series Ultra AWS Trainium 2

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