SemiAnalysis
Artificial intelligence (AI) is the capability of computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of research in engineering, mathematics and computer science that develo
SemiAnalysis has positioned itself as a rare independent research firm willing to compete directly with Nvidia, as shown by the mutual 'competes_with' relationship in the graph. The boutique shop has invested in and uses Anthropic’s models, including Claude Agent, and also relies on Perplexity for research workflows. It hired the prominent analyst Dylan Patel, signaling a bet on talent to drive insight velocity. Recent coverage (5 mentions in 7 days) shows aggressive publishing on Huawei’s chip advances, N3 demand exceeding consensus, and xAI’s custom training framework—all deep supply-chain analysis. The firm also endorsed Vera Rubin NVL72, a product that competes with Nvidia’s own hardware. SemiAnalysis has regulated Cerebras Systems, indicating it tracks alternative chip architectures. This is a small but loud player punching above its weight in the semiconductor intelligence game.
- ·Competes directly with Nvidia, a mutual relationship in the graph.
- ·Invested in and uses Anthropic, including Claude Agent.
- ·Hired top analyst Dylan Patel to deepen research capacity.
- ·Recent coverage volume high (5 mentions in 7 days) on chip supply-chain topics.
- ·Endorsed Vera Rubin NVL72, a competing hardware product.
Signal Radar
Five-axis snapshot of this entity's footprint
Mentions × Lab Attention
Weekly mentions (solid) and average article relevance (dotted)
Timeline
6- PolicyJun 1, 2026
Rated Jensen Huang's ComputeX keynote 'F Tier' for no AI datacenter news
View source - Research MilestoneMay 22, 2026
Published analysis of 432k coding agent requests showing median 96k input tokens
View source - Research MilestoneMay 17, 2026
SemiAnalysis conducted internal bake-off of AI tools, finding Perplexity Slack bot beats Claude
View source - Regulatory ActionMay 7, 2026
Flagged 8x SRAM understatement on Cerebras website, a transparency issue for IPO due diligence.
View source - Research MilestoneApr 22, 2026
Published analysis claiming NVIDIA's customer data is driving shift toward disaggregated inference architectures
View source - Research MilestoneMar 4, 2026
Published preliminary experiments showing Opus 4.8 + ultracode mode cuts severe bug-finding cost to ~1/5
View source
Relationships
9Uses
Regulated
Hired
Endorsed
Recent Articles
15MLCC Shortage Threatens AI Server Ramp: Prices Hiking, Lead Times Stretching
~MLCCs, cheap components stabilizing voltage in AI servers, face supply crunch as demand grows ~5x by CY27. Lead times stretch, prices hike, new lines
87 relevanceAnthropic Opus 4.8 Cuts Bug-Finding Cost by 5x, SemiAnalysis Finds
+Anthropic's Opus 4.8 + ultracode mode cuts severe bug-finding cost to ~1/5, per preliminary SemiAnalysis experiments with wide error bars.
100 relevanceSemiAnalysis Calls Jensen ComputeX Keynote 'F Tier' Over No AI DC News
~SemiAnalysis rated Jensen Huang's ComputeX keynote 'F Tier' for no AI datacenter news and revealed a delayed NVIDIA ARM chip with broken video output.
82 relevanceHuawei Hits 1.5µm Bond Pitch in Kirin 2026 Chips, Beats TSMC
+Huawei's 2026 Kirin chips achieve 1.5µm hybrid bonding pitch, 16-36x denser than TSMC. Next year targets 1µm.
85 relevanceSemiAnalysis: N3 chip demand far outstrips current consensus estimates
+SemiAnalysis argues N3 chip demand far exceeds consensus accelerator models, implying a structural silicon shortage not priced by markets.
89 relevancexAI Drops JAX, Builds Custom C Training Framework After <10% MFU
~xAI dropped JAX for GPU training after <10% MFU, building a custom C framework with Grok Build. NVIDIA's JAX team loses its biggest customer.
91 relevanceBlackwell NVLink Breaks Confidential Compute, 61% Regression Reported
~NVIDIA Blackwell confidential computing disables NVLink multicast, causing 61% regression on SGLang Qwen3.5 397B. Hopper had unencrypted NVLink, compo
100 relevanceERCOT datacenter requests exceed grid capacity by 5x
~ERCOT datacenter requests far exceed grid underwriting capacity, per @SemiAnalysis_, revealing grid approval as a binding constraint on AI infrastruct
87 relevanceMedian Coding Agent Hits 96k Input Tokens, Rewriting Inference Economics
+SemiAnalysis found median coding agent uses 96k input tokens from 432k requests, shifting inference cost focus from output to context.
95 relevanceDeepSeek v4 Pricing Cuts 75%: $0.43/M Tokens In
+DeepSeek v4 API pricing permanently cut 75% to $0.43/M input, $0.87/M output, enabled by 27% compute and 10% cache vs v3.2.
100 relevanceVibe-Coding Bottleneck: CPU Box Rental Gets Harder
~SemiAnalysis flags that vibe-coding wave makes cheap CPU box rentals less routine, bottlenecking developers who need quick cloud compute for AI protot
75 relevanceBuffett Invests in Google After SemiAnalysis TPU Deep Dive
+Berkshire Hathaway invested in Google in Q3 2025, after Buffett studied TPU v5p architecture. He compared it to railroads, citing 8,960 chips and 4.8
85 relevanceSemiAnalysis: Perplexity Slack Bot Beats Claude in Internal Trial
~SemiAnalysis found Perplexity's Slack bot beats Claude in internal trial. 96% token budget goes to Anthropic, but usage may shift.
75 relevanceCerebras IPO Challenges GPU Scaling Orthodoxy
~Cerebras filed for IPO on April 21, betting wafer-scale chips can disrupt Nvidia's GPU cluster model for AI workloads.
98 relevanceAMD ROCm Performance Jumps 75x in 14 Days Post-DeepSeek v4
~AMD ROCm stack improved 75x in 14 days post-DeepSeek v4 via fused operations. Still needs 5x more to match B200 performance.
100 relevance
Predictions
No predictions linked to this entity.
AI Discoveries
5- discoveryactive3d ago
SemiAnalysis as a Market-Moving Intelligence Vector
SemiAnalysis appears as an unconnected entity paired with almost every major player (Google, Claude Code, Microsoft, Jensen Huang, OpenAI, Intel). This is not noise—it signals that SemiAnalysis has become a primary intelligence source driving strategic decisions in the AI hardware and infrastructure
82% confidence - discoveryactive3d ago
Causal: Intel's low mention volume (4/7d) despit → Intel will announce a major restructurin
Cause: Intel's low mention volume (4/7d) despite being in a major turnaround phase Effect: Intel is being marginalized in AI infrastructure discussions; SemiAnalysis unconnected to Intel suggests Intel's strategy is not being taken seriously by the intelligence community Predicted next: Intel will a
72% confidence - observationactive4d ago
Lifecycle: SemiAnalysis
SemiAnalysis is in 'established' phase (3 mentions/3d, 10/14d, 22 total)
90% confidence - observationactiveMay 30, 2026
Velocity spike: SemiAnalysis
SemiAnalysis (company) surged from 0 to 3 mentions in 3 days (new_surge).
80% confidence - observationactiveMay 22, 2026
Velocity spike: SemiAnalysis
SemiAnalysis (company) surged from 1 to 4 mentions in 3 days (velocity_spike).
80% confidence
Sentiment History
| Week | Avg Sentiment | Mentions |
|---|---|---|
| 2026-W17 | 0.05 | 2 |
| 2026-W18 | 0.20 | 4 |
| 2026-W19 | 0.13 | 3 |
| 2026-W20 | 0.00 | 2 |
| 2026-W21 | 0.25 | 4 |
| 2026-W22 | 0.24 | 5 |
| 2026-W23 | 0.10 | 3 |