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Nvidia Blackwell Perf TCO Analysis - B100 vs B200 vs GB200NVL72
GPT-4 Profitability, Cost, Inference Simulator, Parallelism Explained, Performance TCO Modeling In Large & Small Model Inference and Training
Apr 10
•
Dylan Patel
and
Daniel Nishball
87
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Nvidia Blackwell Perf TCO Analysis - B100 vs B200 vs GB200NVL72
www.semianalysis.com
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23
Is Intel Back? Foundry & Product Resurgence Measured
Foundry Cost Wall, Whale Customers, Datacenter Share, The Money Problem
Apr 2
•
Dylan Patel
,
Myron Xie
,
Daniel Nishball
,
Jeremie Eliahou Ontiveros
, and
Jeff Koch
106
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Is Intel Back? Foundry & Product Resurgence Measured
www.semianalysis.com
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36
March 2024
Nvidia’s Optical Boogeyman – NVL72, Infiniband Scale Out, 800G & 1.6T Ramp
Transceiver to GPU Ratio, DSP Growth, Revealing The Real Boogeyman
Mar 25
•
Dylan Patel
and
Daniel Nishball
88
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Nvidia’s Optical Boogeyman – NVL72, Infiniband Scale Out, 800G & 1.6T Ramp
www.semianalysis.com
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6
Nvidia B100, B200, GB200 - COGS, Pricing, Margins, Ramp - Oberon, Umbriel, Miranda
The B Stands For Jensen's Benevolence
Mar 18
•
Dylan Patel
,
Myron Xie
, and
Chaolien Tseng
94
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Nvidia B100, B200, GB200 - COGS, Pricing, Margins, Ramp - Oberon, Umbriel, Miranda
www.semianalysis.com
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15
Astera Labs IPO - The Next Connectivity Superhero or Steamrolled By Competition?
Bottoms Up Model, Units, ASP, Revenue, By Hyperscaler Analysis, EPS & Cashflow, Competitive Analysis
Mar 17
•
Dylan Patel
and
Jeremie Eliahou Ontiveros
69
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Astera Labs IPO - The Next Connectivity Superhero or Steamrolled By Competition?
www.semianalysis.com
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4
CXL Is Dead In The AI Era
AI Accelerator Beachfront Considerations, Memory Pooling Negatives, Custom Silicon Adoption
Mar 16
•
Dylan Patel
and
Jeremie Eliahou Ontiveros
82
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CXL Is Dead In The AI Era
www.semianalysis.com
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4
AI Datacenter Energy Dilemma - Race for AI Datacenter Space
Gigawatt Dreams and Matroyshka Brains Limited By Datacenters Not Chips
Mar 13
•
Dylan Patel
,
Daniel Nishball
, and
Jeremie Eliahou Ontiveros
110
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AI Datacenter Energy Dilemma - Race for AI Datacenter Space
www.semianalysis.com
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31
February 2024
Groq Inference Tokenomics: Speed, But At What Cost?
Faster than Nvidia? Dissecting the economics
Feb 21
•
Dylan Patel
and
Daniel Nishball
110
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Groq Inference Tokenomics: Speed, But At What Cost?
www.semianalysis.com
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5
Hybrid Bonding Process Flow - Advanced Packaging Part 5
BESI, EV Group, AMAT, TEL, ASMPT, SET, Shibaura, SUSS Microtec
Feb 9
•
Dylan Patel
,
Myron Xie
, and
Jeff Koch
84
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Hybrid Bonding Process Flow - Advanced Packaging Part 5
www.semianalysis.com
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14
January 2024
Neural Network Quantization & Number Formats From First Principles
Inference & Training - Next Gen Hardware for Nvidia, AMD, Intel, Google, Microsoft, Meta, Arm, Qualcomm, MatX and Lemurian Labs
Jan 11
•
Dylan Patel
149
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Neural Network Quantization & Number Formats From First Principles
www.semianalysis.com
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10
Intel GenAI For Yield, TSMC CFET & 3D Stacking, AMD 3D Device Modeling, Applied Materials Material Innovation, SK Hynix HBM4, Micron 3D DRAM…
China’s CXMT Sanctions Violation, Samsung 1000-layer Vertical NAND (VNAND), Kioxia highest density CMOS bonded to array (CBA) NAND, Micron non-volatile…
Jan 3
•
Dylan Patel
,
Jeff Koch
,
Myron Xie
,
Daniel Nishball
, and
Anand Chamarthy
93
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Intel GenAI For Yield, TSMC CFET & 3D Stacking, AMD 3D Device Modeling, Applied Materials Material Innovation, SK Hynix HBM4, Micron 3D DRAM & FeRAM, Hybrid Bonding vs TCB - IEDM 2023
www.semianalysis.com
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4
December 2023
Inference Race To The Bottom - Make It Up On Volume?
Mixtral Inference Costs on H100, MI300X, H200, A100, Speculative Decoding
Dec 18, 2023
•
Dylan Patel
and
Daniel Nishball
106
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Inference Race To The Bottom - Make It Up On Volume?
www.semianalysis.com
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10
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