Methodology

Published metrics carry a date and source. Figure panels also include a plain-language reading line. This page documents where the data comes from, what is computed, and how corrections are handled.

Automated ingestion starts once a day at about 05:07 UTC. A source change cannot appear until the next successful check and deployment. Weekly sources are considered for an update during that same daily job.

Sources

SEC EDGAR: filings indexdaily automated check

Forms 6-K, 20-F, 424B5, FWP, 13D/G, 3, 4 and 144. Structured 13D/G and insider XML are fetched when the daily check finds a new filing.

SEC EDGAR: XBRL company factsdaily automated check

Annual 20-F facts only. RUB-era facts before 2023 are excluded and restatements are deduplicated.

Greenhouse careers boarddaily automated check

Used for the hiring radar. Free-text locations are normalized with a hand-maintained map.

Nebius status pagedaily automated check

Availability zones and incident history.

Token Factory public catalogdaily automated check

Active model catalog changes and launch lag. The endpoint is public and needs no account or API key.

Vendor pricing pagesdaily automated check

Attributed public list prices. A failed parser leaves the last value visible with its date; history gets a point only when the published range changes.

FINRA Equity Short Interestweekly automated check

Official twice-monthly settlement snapshots from the public query endpoint. Daily short-sale volume is not used as a substitute.

SEC EDGAR Form 13F data setsmanual quarterly update

CUSIP-matched rows from the SEC quarterly data sets. The figures are delayed and do not represent total or real-time institutional ownership.

Public analyst research reportsmanual, as published

Append-only reviewed ledger. Each target needs a public source and independent corroboration; shown as a tracked sample, never complete consensus.

Yahoo Finance delayed quoterequested on page load

The browser cache lasts five minutes. The edge cache lasts 15 minutes during US market hours and one hour outside them. The displayed quote always includes its market timestamp.

Shareholder letters and press releasesmanual after company reports

Reviewed figures are stored as versioned JSON. Their source links and dates remain attached.

Derived metrics

acv_per_mw= acv_total ÷ mw_soldrenders as — when sold MW is undisclosed

capex_per_mw= capex ÷ mw_addedrenders as — when either input is missing

backlog_years= commitments ÷ arr

prepayment_coverage= prepayments ÷ capex

model_launch_lag_h= nebius availability − upstream releaseupstream dates hand-maintained

Derived values are computed when the site snapshot is built. A missing input renders as —. A stale input stays visible with its original date and a stale marker.

Adapter health

edgar-filings

8 Sept 2026okseen 443 · new 0

7 Sept 2026okseen 443 · new 0

6 Sept 2026okseen 443 · new 0

edgar-xbrl

8 Sept 2026okseen 16 · new 0

7 Sept 2026okseen 16 · new 0

6 Sept 2026okseen 16 · new 0

finra-short-interest

4 Sept 2026okseen 48 · new 48

27 Aug 2026okseen 48 · new 48

greenhouse

8 Sept 2026okseen 428 · new 0unmapped location: Abu Dhabi, UAE unmapped location: Chennai, Tamil Nadu, India unmapped location: San Francisco, California, United States unmapped location: Taiwan

7 Sept 2026okseen 438 · new 0unmapped location: Abu Dhabi, UAE unmapped location: Chennai, Tamil Nadu, India unmapped location: San Francisco, California, United States unmapped location: Taiwan

6 Sept 2026okseen 436 · new 0unmapped location: Abu Dhabi, UAE unmapped location: Chennai, Tamil Nadu, India unmapped location: San Francisco, California, United States unmapped location: Taiwan

pricing

8 Sept 2026okseen 22 · new 0

7 Sept 2026okseen 22 · new 0

6 Sept 2026okseen 22 · new 0

sec-13f

27 Aug 2026okseen 200 · new 191

statuspage

8 Sept 2026okseen 7 · new 0

7 Sept 2026okseen 7 · new 0

6 Sept 2026okseen 7 · new 0

tokenfactory

8 Sept 2026okseen 22 · new 0

7 Sept 2026okseen 22 · new 0

6 Sept 2026okseen 22 · new 0

Corrections

Manual data lives as versioned JSON. Published factual corrections are appended to the correction history instead of silently replacing the old claim. Parsed automated data and run logs are versioned too. Raw fetch bodies are retained as CI artifacts for 14 days so parser failures can be investigated.

Spotted an error? Send the stronger source through the corrections page.