# NVDA bear case: 20 Sourced Claims, Contested Facts & Evidence Evidence that NVDA is overvalued or faces material downside. Authors: djwide HTML: https://moyomap.com/maps/nvda-bear-case Markdown: https://moyomap.com/maps/nvda-bear-case.md License: HTML and markdown are for reading and citation. Bulk copying and AI training need a written license. See /terms and /developers#maps-data. Cite a claim as: MoyoMap, "NVDA bear case: 20 Sourced Claims, Contested Facts & Evidence", claim {id}, https://moyomap.com/maps/nvda-bear-case.md#{id}. “Moyo, a product of SenTeGuard Inc.” ### NVIDIA relies exclusively on TSMC for front-end fabrication and CoWoS advanced packaging, creating high geogr… Id: claim_27ab609d1caf12744defbe16 Parent: topic_l9B9GP1YOpZvjBY26g0z Depth: 1 NVIDIA relies exclusively on TSMC for front-end fabrication and CoWoS advanced packaging, creating high geographic and operational supply chain vulnerability. Labels: Source-linked, Low, known ### NVIDIA's SEC filings indicate that data center revenue is heavily concentrated in a small group of hyperscale… Id: claim_362a543d778373d65fe9b24d Parent: topic_l9B9GP1YOpZvjBY26g0z Depth: 1 NVIDIA's SEC filings indicate that data center revenue is heavily concentrated in a small group of hyperscalers, with major direct and indirect purchases from Microsoft, Meta, Amazon, and Alphabet. Labels: Source-linked, Low, known ### Model efficiency advances like DeepSeek-R1 showed that frontier reasoning models can be trained using sparse… Id: claim_5b379b44c8debc967f27261c Parent: topic_l9B9GP1YOpZvjBY26g0z Depth: 1 Model efficiency advances like DeepSeek-R1 showed that frontier reasoning models can be trained using sparse Mixture-of-Experts architectures with significantly smaller GPU footprints, curbing GPU demand growth. Labels: Source-linked, Low, known ### NVIDIA's non-cancelable purchase commitments and supply obligations exceeded $45 billion in FY2025, elevating… Id: claim_5b4a489bc8480863596be354 Parent: topic_l9B9GP1YOpZvjBY26g0z Depth: 1 NVIDIA's non-cancelable purchase commitments and supply obligations exceeded $45 billion in FY2025, elevating inventory downside risk if demand falters. Labels: Source-linked, Low, known ### Sequoia Capital estimates that AI infrastructure buildouts necessitate approximately $600 billion in downstre… Id: claim_7b91057df4e68c5f7abd62fc Parent: topic_l9B9GP1YOpZvjBY26g0z Depth: 1 Sequoia Capital estimates that AI infrastructure buildouts necessitate approximately $600 billion in downstream annual revenue to justify ongoing GPU capital expenditures. Labels: Source-linked, Low, known ### The U.S. Id: claim_ad359b9f195443695cc718a0 Parent: topic_l9B9GP1YOpZvjBY26g0z Depth: 1 The U.S. Department of Justice sent subpoenas to NVIDIA in an antitrust inquiry regarding potential customer penalties for purchasing rival chips and its acquisition of Run:ai. Labels: Source-linked, High, known ### Financial analysts warn that NVIDIA's valuation assumes unsustainable recurring demand for hardware, mirrorin… Id: claim_e22724400b5c9d7009f17137 Parent: topic_l9B9GP1YOpZvjBY26g0z Depth: 1 Financial analysts warn that NVIDIA's valuation assumes unsustainable recurring demand for hardware, mirroring Cisco's front-loaded infrastructure peak during the 2000 telecom buildout. Labels: Source-linked, Low, known ### Hyperscaler Custom Silicon and Workload Migration Id: section_1e5bfaa5fffe64859a1bb729 Parent: topic_l9B9GP1YOpZvjBY26g0z Depth: 1 Hyperscaler Custom Silicon and Workload Migration Labels: Inferred, Low ### Insider Stock Sales Id: section_3cc99c380777aa21f56b485a Parent: topic_l9B9GP1YOpZvjBY26g0z Depth: 1 Insider Stock Sales Labels: Inferred, Low ### Margin Pressures and Blackwell Architecture Production Challenges Id: section_76ff415b7698d4cc55b1f10c Parent: topic_l9B9GP1YOpZvjBY26g0z Depth: 1 Margin Pressures and Blackwell Architecture Production Challenges Labels: Inferred, Low ### Impact of U.S. Export Controls on China Revenue and Inventory Id: section_ee2ecc79ef7b4274e1525c66 Parent: topic_l9B9GP1YOpZvjBY26g0z Depth: 1 Impact of U.S. Export Controls on China Revenue and Inventory Labels: Inferred, Low #### Goldman Sachs research highlights that maturing AI workloads are moving toward inference, where ASICs, FPGAs,… Id: claim_14134019e07a22ea671eb1ba Parent: section_1e5bfaa5fffe64859a1bb729 Depth: 2 Goldman Sachs research highlights that maturing AI workloads are moving toward inference, where ASICs, FPGAs, and alternative accelerators erode NVIDIA's training cluster dominance. Labels: Source-linked, Low, known #### NVIDIA CEO Jensen Huang sold more than $700 million in company stock under a Rule 10b5-1 trading plan over a… Id: claim_55cfb4745c553b53ecda0a53 Parent: section_3cc99c380777aa21f56b485a Depth: 2 NVIDIA CEO Jensen Huang sold more than $700 million in company stock under a Rule 10b5-1 trading plan over a few months following peak market valuations. Labels: Source-linked, Low, known #### NVIDIA non-employee directors Mark Stevens and Tench Coxe liquidated hundreds of millions of dollars of stock… Id: claim_5d54fec77ab9dd39a736a756 Parent: section_3cc99c380777aa21f56b485a Depth: 2 NVIDIA non-employee directors Mark Stevens and Tench Coxe liquidated hundreds of millions of dollars of stock through discretionary open-market sales outside 10b5-1 plans. Labels: Source-linked, Low, known #### Hyperscale cloud operators are designing and deploying custom ASICs—including Google's TPU v5/Trillium, AWS's… Id: claim_7c139835006e99246fe76188 Parent: claim_362a543d778373d65fe9b24d Depth: 2 Hyperscale cloud operators are designing and deploying custom ASICs—including Google's TPU v5/Trillium, AWS's Trainium2, Microsoft's Maia 100, and Meta's MTIA—to lower computing costs and bypass NVIDIA hardware. Labels: Source-linked, Low, known #### U.S. Id: claim_9fd3a71d92d1336d5e86f33e Parent: section_ee2ecc79ef7b4274e1525c66 Depth: 2 U.S. BIS export controls targeting A100, H100, and adapted chips decreased China's contribution to NVIDIA's data center revenue from 20–25% to single digits. Labels: Source-linked, Medium, known #### NVIDIA's GAAP gross margin peaked at 78.4% in Q1 FY2025 and dropped to 74.6% in Q3 FY2025 due to integration… Id: claim_de086040028936f90f227d79 Parent: section_76ff415b7698d4cc55b1f10c Depth: 2 NVIDIA's GAAP gross margin peaked at 78.4% in Q1 FY2025 and dropped to 74.6% in Q3 FY2025 due to integration complexity, memory expenses, and Blackwell ramp costs. Labels: Source-linked, Low, known ##### Blackwell GB200 NVL72 rack-scale deployments faced thermal issues, power delivery challenges, and liquid cool… Id: claim_7cf6772ee82bae34be7816af Parent: claim_de086040028936f90f227d79 Depth: 3 Blackwell GB200 NVL72 rack-scale deployments faced thermal issues, power delivery challenges, and liquid cooling complications that compressed margins and delayed timelines. Labels: Source-linked, Low, known ##### Suppliers SK Hynix, Micron, and Samsung command elevated pricing on HBM3e and HBM4 stacks, shifting bill-of-m… Id: claim_d95a98fef4927b245eb8a079 Parent: claim_de086040028936f90f227d79 Depth: 3 Suppliers SK Hynix, Micron, and Samsung command elevated pricing on HBM3e and HBM4 stacks, shifting bill-of-materials margin away from NVIDIA's processors. Labels: Source-linked, Low, known ##### Rapid changes in U.S. Id: claim_eb445623ca7ce236579a0f7f Parent: claim_9fd3a71d92d1336d5e86f33e Depth: 3 Rapid changes in U.S. export licensing rules forced NVIDIA to take multi-billion-dollar inventory reserves and reduce shipments of Hopper-based products built for China. Labels: Source-linked, Medium, known