SYSTEM OPTIMAL
LATENCY: 12msALERT: HBM3E SUPPLY CONSTRAINED
04:18:11 UTC

Data Sources

Every primary source feeding the pipeline. Live.

We probe each source on a schedule and publish the result. If a source is degraded or down, you see it. Machine-readable mirror at /api/sources/health.

11 sources8 healthy2 degraded1 failing

Compute Pricing

Cheapest hourly per-GPU rentals across the vast.ai bid marketplace.

Healthy
Last checked: 34m ago · 554ms
Last success: 34m ago
Sample: 11 rows

→ 11 GPU types, cheapest A40 @ $0.081/hr

Lambda Cloud

HTML scrape

On-demand H100/B200/A100 rate card from the Lambda public pricing page.

Healthy
Last checked: 34m ago · 155ms
Last success: 34m ago
Sample: 5 rows

→ 5 GPU types parsed

RunPod

Public API

Community + secure GPU pricing across RunPod inventory (GraphQL).

Healthy
Last checked: 34m ago · 112ms
Last success: 34m ago
Sample: 33 rows

→ 33 priced GPU/tier rows

CoreWeave

Public API

Static reference rate card. Manually refreshed — most CoreWeave pricing is contract.

Degraded
Last checked: 34m ago · 0ms
Last success: 34m ago
Sample: 4 rows

→ static rate card (manually verified)

Trade Flows

Monthly US imports by HS code and country (was USITC; switched after Akamai block).

Failing
Last checked: 34m ago · 465ms
Last success: 10d ago
Sample: 0 rows

UN Comtrade

Free key

Annual cross-border trade flows (HS 8542 by reporter/partner).

Healthy
Last checked: 34m ago · 2582ms
Last success: 34m ago
Sample: 1 rows

→ 1 rows, USA → World, HS 8542

Requires: COMTRADE_SUBSCRIPTION_KEY
API docs →

Datacenter Energy

State-level commercial electricity sales — proxy for hyperscaler datacenter buildout.

Healthy
Last checked: 34m ago · 421ms
Last success: 34m ago
Sample: 1 rows

→ Virginia 2026-03 commercial electricity +5.8% YoY

Requires: EIA_API_KEY
API docs →

Macro

Macro series (info-processing equipment investment, capex, semiconductor PPI).

Healthy
Last checked: 34m ago · 354ms
Last success: 34m ago
Sample: 8 rows

→ 8 latest quarterly obs (info-proc equipment investment)

Requires: FRED_API_KEY
API docs →

Federal Spending

USAspending.gov

Public API

Federal contracts to AI/cloud vendors (AWS, Microsoft, Google, etc).

Healthy
Last checked: 34m ago · 402ms
Last success: 34m ago
Sample: 10 rows

→ 10 AWS awards (sample)

Foundry

Monthly Taiwan-filed revenue release — leading indicator for AI chip demand.

Healthy
Last checked: 34m ago · 2785ms
Last success: 34m ago
Sample: 1 rows

→ 2026-04: NT$410.7B ≈ US$13.69B (+17.5% YoY)

Grid Carbon

Real-time CO2 MOER (marginal operating emissions rate) per WattTime region. Free tier = CAISO_NORTH only; paid tier unlocks PJM/ERCOT/SOCO/MISO for the full datacenter-cluster carbon overlay.

Degraded
Last checked: 34m ago · 498ms
Last success: 34m ago
Sample: 1 rows

→ CAISO_NORTH MOER 10000th percentile (free-tier limited to one region)

Requires: WATTTIME_USERNAME, WATTTIME_PASSWORD
API docs →

Probe schedule: each source is re-checked at the start of every fast lane cycle. Health snapshot persists in SystemState at health:source:<slug>.

Adding a source? One entry in src/lib/dataSources/registry.ts and it appears here.