The Data Catalog
Everything Silicon Analysts tracks, in one index — 48 dataset families spanning wafer and memory pricing, AI-accelerator economics, foundry capacity, and a daily point-in-time ledger. Every figure is dated and sourced from public materials, and every dataset is queryable via the JSON API and MCP server.
Interactive datasets
16 charted time-series — recent points free, full history (some to 2004) with Pro.
TSMC Wafer Price by Node
Free keyEstimated 300mm wafer prices at TSMC across 15 process nodes from 65nm (2008) through A16 (2026+).
Foundry Wafer Price Comparison
Free keySide-by-side wafer price comparison across TSMC, Samsung, and SMIC at comparable nodes (4nm, 3nm, 2nm).
HBM Price per GB by Generation
Free keyHBM contract and blended pricing per GB, HBM2 through HBM4, with dated anchors from 2017 through 2026.
HBM Market Share by Vendor
Free keyHBM market share split between SK Hynix, Samsung, and Micron, annually from 2023 through 2026E.
DDR4 8Gb Contract & Spot Price
Free keyDDR4 8Gb contract and spot pricing 2018–2026.
CoWoS Packaging Capacity (TSMC)
Free keyTSMC CoWoS monthly capacity expansion with quarterly granularity from End 2023 through End 2026, tracking the AI chip packaging bottleneck from 13K to 125K+ wpm.
Fab Capacity Utilization
Free keyTSMC, UMC, and Samsung foundry utilization rates quarterly from Q1 2022 through Q1 2026.
Chip Design & NRE Cost by Node
Free keyTotal chip design cost escalation from 180nm to 2nm.
AI Accelerator Manufacturing Cost (COGS)
Free keyEstimated manufacturing cost breakdown for NVIDIA A100, H100, H200, B200 and AMD MI300X.
Semiconductor Component Lead Times
Free keyLead times in weeks for key AI chip supply chain components: CoWoS packaging, HBM memory by generation, TSMC leading-edge wafers.
Semiconductor Capex by Company
Free keyAnnual capital expenditure by leading semiconductor companies — TSMC, Samsung, Micron, SK Hynix, and Intel.
Hyperscaler AI Capex by Company
Free keyQuarterly capital expenditure (cash purchases of property and equipment) by the four largest AI infrastructure buyers — Microsoft, Alphabet, Amazon, and Meta — from Q1 2022 thro…
NAND Flash Pricing
Free keyNAND flash pricing for enterprise SSD (TLC) and consumer SSD (TLC/QLC), quarterly 2022–2026.
AI Server System BOM & Rack Cost
Free keyFull system-level bill of materials for AI training servers — from DGX H100 (8-GPU) through GB200 NVL72 (72-GPU rack).
AI Chip Cloud Spot Price
Free keyHourly rental cost for AI GPUs on major cloud platforms — CoreWeave, AWS, and spot markets (Vast.ai/Lambda).
GPU Rental Price per Effective FP8 PFLOP
Free keyDerived price-per-performance series for rented AI GPUs: public on-demand rental prices divided by NVIDIA peak FP8 (sparse) throughput — H100 SXM5 and H200 at 3,958 TFLOPS, B200…
Sourced reference pages
Citable cost data with a public source on every row — free to cite.
Semiconductor Wafer Pricing by Process Node
Open300mm wafer prices for TSMC, Samsung, Intel from 28nm to 3nm — averages, ranges, NRE/mask costs, plus the historical ASP-by-node curve. Every row cited.
HBM Memory Pricing and Specifications
OpenHBM cost per stack and per GB by generation (HBM2→HBM4), vendor market share, and per-accelerator HBM content — analyst estimates from public sources.
AI Accelerator Manufacturing Cost
OpenEstimated manufacturing cost per AI accelerator — logic die, HBM, packaging (CoWoS), and gross-margin split across 13 chips from A100 to B200.
LLM API Token Pricing
OpenInput/output token prices across frontier and open models, tracked over time — the $/token trend behind inference-cost economics.
Foundry Allocation & Lead Times
OpenBooking-to-delivery lead times and allocation status across leading-edge, mature, packaging (CoWoS/SoIC/WMCM) and HBM capacity — with the quarterly lead-time curve back to Q1 2022.
Tool-embedded datasets
Live data powering the interactive tools — capacity, allocation, qualification, foundry economics.
HBM Qualification Status
Free keyVendor × customer qualification matrix (SK Hynix / Samsung / Micron) with per-relationship milestone timelines back to 2022.
Foundry & Packaging Allocation
Free keyLead time, percent-locked, CoWoS capacity, and utilization signals by node — weekly observations stacking into a time series.
Fab Capacity by Node Class
Free key65 fabs mapped worldwide with capacity (kWSPM) by node class and availability status, 2024–2028 baseline plus event-driven updates.
Foundry IR Economics
Free keyQuarterly per-node wafer ASP and utilization for 6 foundries, derived from public investor-relations disclosures.
Daily ledger
19 point-in-time domains frozen every day since 2026-06-06 — see what moved on /changes.
Wafer pricing
OpenPoint-in-time daily ledger of Wafer pricing — every move dated and sourced.
Chip cost
OpenPoint-in-time daily ledger of Chip cost — every move dated and sourced.
GPU secondary market
OpenPoint-in-time daily ledger of GPU secondary market — every move dated and sourced.
Foundry margins
OpenPoint-in-time daily ledger of Foundry margins — every move dated and sourced.
Foundry capacity
OpenPoint-in-time daily ledger of Foundry capacity — every move dated and sourced.
Defect density (D0)
OpenPoint-in-time daily ledger of Defect density (D0) — every move dated and sourced.
NRE / design cost
OpenPoint-in-time daily ledger of NRE / design cost — every move dated and sourced.
Packaging & interposer
OpenPoint-in-time daily ledger of Packaging & interposer — every move dated and sourced.
Chip archetypes
OpenPoint-in-time daily ledger of Chip archetypes — every move dated and sourced.
Industrial electricity
OpenPoint-in-time daily ledger of Industrial electricity — every move dated and sourced.
HBM spot price
OpenPoint-in-time daily ledger of HBM spot price — every move dated and sourced.
Commodity memory spot
OpenPoint-in-time daily ledger of Commodity memory spot — every move dated and sourced.
HBM leading indicators
OpenPoint-in-time daily ledger of HBM leading indicators — every move dated and sourced.
HBM market share
OpenPoint-in-time daily ledger of HBM market share — every move dated and sourced.
HBM revenue forecast
OpenPoint-in-time daily ledger of HBM revenue forecast — every move dated and sourced.
HBM supplier revenue
OpenPoint-in-time daily ledger of HBM supplier revenue — every move dated and sourced.
Cloud GPU rental
OpenPoint-in-time daily ledger of Cloud GPU rental — every move dated and sourced.
LLM token pricing
OpenPoint-in-time daily ledger of LLM token pricing — every move dated and sourced.
Foundry IR economics
OpenPoint-in-time daily ledger of Foundry IR economics — every move dated and sourced.
Collecting now
New series accumulating weekly. Public exposure ships as depth builds — the as-of clock is already running.
Forecast Vintages
ProThird-party forecasts (TrendForce, WSTS, company guidance) archived with their original publication date — the revision history no one else keeps.
WFE Equipment Order-Book
ProBookings, backlog, and segment revenue from ASML / AMAT / Lam / KLA / TEL quarterly IR — the leading indicator for fab capacity.
Fab Construction Milestones
ProDated groundbreaking → equipment move-in → risk-production → HVM events, with schedule slips recorded as their own events.
Trade-Policy Timeline
ProExport controls, entity listings, tariffs, and subsidies anchored to government primary documents — back to the Oct 2022 BIS rule.
HBM, wafer, and capacity movements each week — sourced, dated, human-reviewed.
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