Data Hub Exclusive data & original research

Taiwan's Big Three Telecoms: Scorecard (H1 2026)

Chunghwa Telecom, Taiwan Mobile, FarEasTone — H1 2026 revenue, profit, EPS and 5G compared. Notably Taiwan Mobile leads on EPS (NT$2.86), but partly via its momo e-commerce and non-operating items; FarEasTone has the industry's highest 5G penetration.

View dataset · download / cite →
Sovereign Wealth Funds' AI Holdings: Norway's NBIM in Focus (Aug 2026)

The world's largest sovereign fund, Norway's NBIM, and its AI-core holdings in NVIDIA, TSMC, Apple, Microsoft and more — plus the verifiable US positions of Temasek, PIF and others. NVIDIA is now NBIM's single largest holding.

View dataset · download / cite →
Semiconductor Subsidy Programs by Country (Aug 2026)

US CHIPS, EU Chips Act, Japan/Rapidus, Korea, China Big Fund, Taiwan, India ISM — seven major chip-subsidy programs compared. Key: the headline numbers use wildly different bases (authorized ≠ disbursed ≠ registered capital) — read the basis before comparing.

View dataset · download / cite →
AI Inference Chips & ASICs Beyond NVIDIA (Aug 2026)

Groq, Cerebras, SambaNova, AWS Trainium/Inferentia, Google TPU, Intel Gaudi — the AI-accelerator battlefield outside NVIDIA. Compared by architecture, memory type (large SRAM vs HBM) and deployment, highlighting differentiated paths like deterministic dataflow and wafer-scale single-chip.

View dataset · download / cite →
Local LLM Inference Frameworks & Tools Compared (Aug 2026)

Ollama, LM Studio, llama.cpp, vLLM, MLX, SGLang — 8 mainstream local/on-device LLM inference tools compared: positioning, platforms, model formats, license and use case. Four classes: desktop app / inference engine / Apple-native / production serving.

View dataset · download / cite →
Running Local Open-Weight LLMs on a Mac: Which Model Fits Which Mac, and How Fast (Aug 2026)

Phi-4, Gemma 3, Qwen3, Llama 4, DeepSeek V4, Kimi K2 — 8 mainstream open models × Apple Silicon, computing the minimum Mac + memory + estimated speed for inference. Key: MoE models make Macs punch above their weight, but 1T-class flagships exceed Mac memory limits even at Q4 — they simply won't run locally.

View dataset · download / cite →
AI Model & App Companies: Revenue & Valuation (August 2026)

OpenAI, Anthropic, xAI, Perplexity, Mistral, Cohere — revenue, valuation and IPO status for the major AI companies. Key caveat: most headline "revenue" figures are annualized run rates, not realized annual revenue.

View dataset · download / cite →
Major EV Makers: Sales Comparison (Q2 2026)

Tesla, BYD, Volkswagen, Kia — Q2 2026 pure-electric (BEV) deliveries. On a like-for-like "pure BEV, quarterly" basis, BYD's ~557k BEVs still lead the world, with Tesla second at 480k.

View dataset · download / cite →
Global Cloud Infrastructure Market Share (Q2 2026)

AWS, Azure and Google Cloud — Q2 2026 market share in global cloud infrastructure services (IaaS/PaaS). The big three hold ~67%; quarterly spend passed $143.4bn, up 43% (an eight-year high) driven by AI.

View dataset · download / cite →
The Magnificent 7: Market Cap & Revenue (August 2026)

Apple, Microsoft, Alphabet, Amazon, NVIDIA, Meta and Tesla — latest market cap, quarterly revenue and profit for the "Magnificent 7", with NVIDIA on top at ~$5.2 trillion.

View dataset · download / cite →
Major Central Bank Policy Rates (August 2026)

Fed, ECB, BOJ, BOE, Taiwan's CBC, China's PBOC and BOK — current policy rates and latest decisions across seven major central banks. In 2026 several turned hawkish or hiked as Middle East energy shocks pushed up inflation.

View dataset · download / cite →
Taiwan Life Insurers: Profit Scorecard (H1 2026)

Fubon, Cathay, Nan Shan, Shin Kong, Taiwan Life, KGI and Mercuries — H1 2026 self-reported net income for Taiwan's seven big life insurers, together earning ~NT$180bn (up over 3x YoY) at record levels.

View dataset · download / cite →
Taiwan Financial Holdings: Profit Scorecard (H1 2026)

Fubon, Cathay, CTBC, Yuanta, KGI, E.SUN, Mega, First, Hua Nan and Taiwan Cooperative — H1 2026 self-reported net income and EPS for Taiwan's ten largest financial holding companies, with each group's main profit engine (life insurance / banking / securities).

View dataset · download / cite →
Taiwan Fabless IC Designers: Quarterly Revenue (Q2 2026)

MediaTek, Novatek, Realtek, Phison, GUC and Alchip — Q2 2026 consolidated revenue and profitability for Taiwan's six major fabless IC designers. Sharp divergence: Phison (+279%) and GUC (+128%) driven by AI storage and AI ASIC; MediaTek, Novatek and Realtek grew modestly.

View dataset · download / cite →
US AI-Chip Export Controls to China: Status (Aug 2026)

H100, H200, H20, Blackwell, AMD MI series — a chip-by-chip map of US export controls on AI chips to China, disentangling three commonly-confused mechanisms: rules in force, the uncodified 15% revenue-share, and the rescinded AI Diffusion Rule.

View dataset · download / cite →
2026 AI Data-Center Mega-Financing Tracker

NVIDIA's $500B financing platform, the OpenAI Ohio data-center backstop, Broadcom's AI-chip debt — a tracker of 2026's big AI-infrastructure financing and investment deals, with the widely-misreported figures calibrated (target vs in-talks vs signed).

View dataset · download / cite →
Taiwan Pure-Play Internet Banks: Scorecard (H1 2026)

LINE Bank, NEXT Bank and Rakuten — an H1 2026 operating scorecard for Taiwan's three pure-play internet banks. Combined accumulated losses narrowed to NT$6.94bn, but the three diverge sharply: LINE Bank turned operationally profitable, NEXT's losses widened, and Rakuten's drop is an accounting write-off.

View dataset · download / cite →
Taiwan AI-Server ODMs: Quarterly Revenue (Q2 2026)

Hon Hai, Quanta, Wistron, Wiwynn and Inventec — Q2 2026 consolidated revenue and AI-server momentum for Taiwan's five big AI-server ODMs, the supply-chain core of the global AI compute buildout.

View dataset · download / cite →
Memory Makers' Quarterly Revenue (Q2 2026)

Latest quarterly revenue and YoY growth for the three big memory makers — SK Hynix, Samsung, Micron — all at records amid the AI-driven memory super-cycle.

View dataset · download / cite →
Semiconductor Equipment Makers: Quarterly Revenue (2026)

Latest quarterly revenue and YoY growth for the five big semiconductor equipment makers — ASML, Applied Materials, Lam Research, Tokyo Electron, KLA — the "picks and shovels" of the chip industry.

View dataset · download / cite →
Major AI Startup Valuations & Funding (August 2026)

Latest valuations, funding rounds and lead investors for the major AI startups — OpenAI, Anthropic, xAI, Mistral, Perplexity and more — with a confidence tier per figure.

View dataset · download / cite →
Taiwan AI Supply-Chain Monthly Revenue (July 2026)

July 2026 consolidated revenue and YoY growth for Taiwan-listed AI hardware supply-chain companies — server ODMs, thermal, power, PCB/substrate, IC design, connectors — ranked by revenue.

View dataset · download / cite →
HBM Supplier Market Share (Q1 2026)

Q1 2026 market share of the three HBM makers — SK Hynix, Samsung, Micron — plus HBM4 qualification status on Nvidia Vera Rubin, the key memory bottleneck for AI accelerators.

View dataset · download / cite →
Global Foundry Market Share Ranking (Q1 2026)

Q1 2026 revenue market-share ranking of the top-10 semiconductor foundries — TSMC, Samsung, SMIC, UMC and more — as AI demand pushes total top-10 revenue to a record.

View dataset · download / cite →
AI Chipmakers' Data-Center Revenue (Latest Quarter)

Latest-quarter data-center / AI revenue, year-over-year growth and share of total revenue for NVIDIA, AMD, Intel and Broadcom — first-party earnings data connecting AI-accelerator specs to the money.

View dataset · download / cite →
Frontier Large Language Models at a Glance (August 2026)

Current flagship models from OpenAI, Anthropic, Google, Meta, xAI, DeepSeek and Mistral compared on release date, context window, open weights, modalities, knowledge cutoff and license — every figure sourced to the provider's own official pages.

View dataset · download / cite →
Hyperscaler AI Capital Expenditure (Q2 2026)

Latest-quarter capital expenditure, year-over-year growth and full-year guidance for Microsoft, Alphabet, Meta, Amazon and Oracle — first-party earnings data sizing the AI-infrastructure buildout.

View dataset · download / cite →
Major AI Benchmarks Explained: What Those AI Scores Actually Measure

Ten major AI/LLM capability benchmarks (MMLU, GPQA, SWE-bench, HumanEval, AIME, etc.) compared on what they measure, format/size, scoring and whether they are saturated — to make sense of the scores models claim.

View dataset · download / cite →
Foundry Advanced Process Nodes: TSMC / Samsung / Intel (July 2026)

Advanced process nodes from the big three foundries (TSMC, Samsung, Intel): mass-production timing, transistor architecture and representative use, ordered by year. Q4 2025 is where all three converge on the 2nm generation.

View dataset · download / cite →
AI Video Generators Compared: Plans, Pricing & Commercial Use (July 2026)

Major AI video generators (Runway / Luma / Pika / Google Veo) compared on free plan, entry paid tier, capability and commercial-use rights. Entry subscriptions run $8–15/month, while free plans generally forbid commercial use.

View dataset · download / cite →
Cloud GPU Compute Pricing: H100 / H200 per Hour (July 2026)

What it costs to run one NVIDIA H100 / H200 GPU per hour — the big three clouds (AWS / Azure / GCP) vs specialist GPU clouds (RunPod / Together / Lambda / CoreWeave), on-demand. The same GPU can cost 3–4x more depending on provider.

View dataset · download / cite →
AI Coding Assistants Compared: Plans, Pricing & Models (July 2026)

Major AI coding tools (GitHub Copilot, Cursor, Claude Code, Amazon Q, Replit, JetBrains, Tabnine, Windsurf) compared on free plan, personal paid price, underlying models, form factor and standout feature.

View dataset · download / cite →
HBM High-Bandwidth Memory Generations (HBM2 to HBM4)

Specs across HBM generations (HBM2 / HBM2E / HBM3 / HBM3E / HBM4): per-pin data rate, per-stack bandwidth, max stack height and capacity. AI accelerator memory bottlenecks tie directly to HBM generation.

View dataset · download / cite →
Taiwan ETF Comparison: Fees, Size, Yield & Total Return (July 2026)

Nine popular Taiwan ETFs (market-cap / high-dividend / tech) compared on tracked index, management fee, size, distribution frequency, trailing-12-month cash yield and 1-year total return. Yield and total return side by side — a high yield does not mean higher returns.

View dataset · download / cite →
Data-Center AI Accelerator Specs, Performance & Price (July 2026)

Comparison of major data-center AI accelerators (NVIDIA / AMD / Google / Intel / AWS): memory, bandwidth, compute, power and cloud rental price. Specs from official documents, retrieved 22 July 2026.

View dataset · download / cite →
LLM API Pricing & Performance (July 2026)

Cross-vendor comparison of standard API pricing (input/output per 1M tokens) and Artificial Analysis capability scores for major LLMs. All figures sourced, retrieved 22 July 2026.

View dataset · download / cite →

Every dataset ships Dataset structured data and one-click citation.