Silicon Analysts Data Catalog

48 semiconductor and AI-economics datasets: 16 interactive time-series, 5 sourced cost reference pages, 19 daily point-in-time ledger domains, 4 tool-embedded datasets, and 4 new series now accumulating (forecast vintages, WFE equipment order-book, fab construction milestones, trade-policy timeline). Every figure is dated and sourced from public materials. All datasets are queryable programmatically via the JSON API and MCP server — see /developers and /for-agents.

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 key

Estimated 300mm wafer prices at TSMC across 15 process nodes from 65nm (2008) through A16 (2026+).

📈 2004→/api/v1/market-data/wafer-price-tsmc

Foundry Wafer Price Comparison

Free key

Side-by-side wafer price comparison across TSMC, Samsung, and SMIC at comparable nodes (4nm, 3nm, 2nm).

📈 2004→/api/v1/market-data/wafer-price-comparison

HBM Price per GB by Generation

Free key

HBM contract and blended pricing per GB, HBM2 through HBM4, with dated anchors from 2017 through 2026.

📈 2020→/api/v1/market-data/hbm-pricing

HBM Market Share by Vendor

Free key

HBM market share split between SK Hynix, Samsung, and Micron, annually from 2023 through 2026E.

📈 2020→/api/v1/market-data/hbm-market-share

DDR4 8Gb Contract & Spot Price

Free key

DDR4 8Gb contract and spot pricing 2018–2026.

/api/v1/market-data/dram-ddr4-price

CoWoS Packaging Capacity (TSMC)

Free key

TSMC CoWoS monthly capacity expansion with quarterly granularity from End 2023 through End 2026, tracking the AI chip packaging bottleneck from 13K to 125K+ wpm.

/api/v1/market-data/cowos-capacity

Fab Capacity Utilization

Free key

TSMC, UMC, and Samsung foundry utilization rates quarterly from Q1 2022 through Q1 2026.

/api/v1/market-data/fab-utilization

Chip Design & NRE Cost by Node

Free key

Total chip design cost escalation from 180nm to 2nm.

📈 pre-2010→/api/v1/market-data/nre-design-cost

AI Accelerator Manufacturing Cost (COGS)

Free key

Estimated manufacturing cost breakdown for NVIDIA A100, H100, H200, B200 and AMD MI300X.

/api/v1/market-data/ai-chip-bom

Semiconductor Component Lead Times

Free key

Lead times in weeks for key AI chip supply chain components: CoWoS packaging, HBM memory by generation, TSMC leading-edge wafers.

/api/v1/market-data/component-lead-times

Semiconductor Capex by Company

Free key

Annual capital expenditure by leading semiconductor companies — TSMC, Samsung, Micron, SK Hynix, and Intel.

/api/v1/market-data/semiconductor-capex

Hyperscaler AI Capex by Company

Free key

Quarterly capital expenditure (cash purchases of property and equipment) by the four largest AI infrastructure buyers — Microsoft, Alphabet, Amazon, and Meta — from Q1 2022 thro…

/api/v1/market-data/hyperscaler-ai-capex

NAND Flash Pricing

Free key

NAND flash pricing for enterprise SSD (TLC) and consumer SSD (TLC/QLC), quarterly 2022–2026.

/api/v1/market-data/nand-flash-pricing

AI Server System BOM & Rack Cost

Free key

Full system-level bill of materials for AI training servers — from DGX H100 (8-GPU) through GB200 NVL72 (72-GPU rack).

/api/v1/market-data/ai-server-system-bom

AI Chip Cloud Spot Price

Free key

Hourly rental cost for AI GPUs on major cloud platforms — CoreWeave, AWS, and spot markets (Vast.ai/Lambda).

/api/v1/market-data/ai-chip-cloud-price

GPU Rental Price per Effective FP8 PFLOP

Free key

Derived 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…

/api/v1/market-data/gpu-rental-price-per-tflop

Sourced reference pages

Citable cost data with a public source on every row — free to cite.

Tool-embedded datasets

Live data powering the interactive tools — capacity, allocation, qualification, foundry economics.

Daily ledger

19 point-in-time domains frozen every day since 2026-06-06 — see what moved on /changes.

Wafer pricing

Open

Point-in-time daily ledger of Wafer pricing — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

Chip cost

Open

Point-in-time daily ledger of Chip cost — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

GPU secondary market

Open

Point-in-time daily ledger of GPU secondary market — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

Foundry margins

Open

Point-in-time daily ledger of Foundry margins — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

Foundry capacity

Open

Point-in-time daily ledger of Foundry capacity — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

Defect density (D0)

Open

Point-in-time daily ledger of Defect density (D0) — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

NRE / design cost

Open

Point-in-time daily ledger of NRE / design cost — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

Packaging & interposer

Open

Point-in-time daily ledger of Packaging & interposer — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

Chip archetypes

Open

Point-in-time daily ledger of Chip archetypes — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

Industrial electricity

Open

Point-in-time daily ledger of Industrial electricity — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

HBM spot price

Open

Point-in-time daily ledger of HBM spot price — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

Commodity memory spot

Open

Point-in-time daily ledger of Commodity memory spot — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

HBM leading indicators

Open

Point-in-time daily ledger of HBM leading indicators — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

HBM market share

Open

Point-in-time daily ledger of HBM market share — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

HBM revenue forecast

Open

Point-in-time daily ledger of HBM revenue forecast — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

HBM supplier revenue

Open

Point-in-time daily ledger of HBM supplier revenue — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

Cloud GPU rental

Open

Point-in-time daily ledger of Cloud GPU rental — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

LLM token pricing

Open

Point-in-time daily ledger of LLM token pricing — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

Foundry IR economics

Open

Point-in-time daily ledger of Foundry IR economics — every move dated and sourced.

📈 since 2026-06-06/api/v1/snapshot

Collecting now

New series accumulating weekly. Public exposure ships as depth builds — the as-of clock is already running.

Building with this data? Every dataset above is a JSON endpoint. Sign in to mint a free API key, or point your agent at the MCP server. Get a free key →
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