ECONOMICS
CapEx burn, SEC filings, debt issuance, cloud commitments
19 cards on 6 tables, each drawn live from the table. Tables built 1 November 2026.
What is being spent
Capital spending against revenue, by year
Source: SEC XBRL companyfacts, annual.
Source and method
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
Unit: $B
The rows
Read from the same data file as the chart when this is opened.
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
Capital spending by layer of the industry, by year
Source: SEC XBRL companyfacts, annual.
Source and method
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
Unit: $B
The rows
Read from the same data file as the chart when this is opened.
What the five spent on plant and equipment
Source: SEC XBRL companyfacts, annual.
Source and method
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
Unit: $B
OPEN ARTICLEThe rows
Read from the same data file as the chart when this is opened.
The twenty largest: spending and revenue by company, 2025
Source: SEC XBRL companyfacts, annual.
Source and method
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
Unit: $B
The rows
Read from the same data file as the chart when this is opened.
What it earns
What the five took in: revenue by year
Source: SEC XBRL companyfacts, annual.
Source and method
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
Unit: $B
OPEN ARTICLEThe rows
Read from the same data file as the chart when this is opened.
Revenue growth on the year before, by layer
Source: SEC XBRL companyfacts, annual.
Source and method
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
Unit: $B
The rows
Read from the same data file as the chart when this is opened.
Capital spending as a share of revenue, by layer
Source: SEC XBRL companyfacts, annual.
Source and method
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
Unit: $B
The rows
Read from the same data file as the chart when this is opened.
Amazon's capital spending as a share of its revenue
Source: SEC XBRL companyfacts, annual.
Source and method
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
Unit: raw USD
OPEN ARTICLEThe rows
Read from the same data file as the chart when this is opened.
How it is paid for
Debt raised by fiscal year, by layer
Source: SEC XBRL companyfacts, 10-Q and 10-K cash-flow lines.
Source and method
Source: SEC XBRL companyfacts, 10-Q and 10-K cash-flow lines. Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, debt raised as filed (US government public record), sec-debt/debt-issuance-quarterly@2026-10-19T123539+0900.
Unit: $B
A fiscal year is named for the year it ends in, so for some companies fiscal 2027 has already begun. Years still open are marked "so far".
The rows
Read from the same data file as the chart when this is opened.
The twenty largest: debt raised in fiscal 2025, by company
Source: SEC XBRL companyfacts, 10-Q and 10-K cash-flow lines.
Source and method
Source: SEC XBRL companyfacts, 10-Q and 10-K cash-flow lines. Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, debt raised as filed (US government public record), sec-debt/debt-issuance-quarterly@2026-10-19T123539+0900.
Unit: $B
The rows
Read from the same data file as the chart when this is opened.
Debt raised by quarter, by layer
Source: SEC XBRL companyfacts, 10-Q and 10-K cash-flow lines: eight lines of debt raised.
Source and method
Source: SEC XBRL companyfacts, 10-Q and 10-K cash-flow lines: eight lines of debt raised (long-term debt, debt, senior long-term debt, debt net of issuance costs, debt maturing in more than three months, convertible debt, long-term debt and capital securities, medium-term notes). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, debt raised as filed (US government public record), sec-debt/debt-issuance-quarterly@2026-10-19T123539+0900.
Unit: $B
The rows
Read from the same data file as the chart when this is opened.
Debt raised by year: a full year, or the year so far
Source: SEC XBRL companyfacts, 10-Q and 10-K cash-flow lines.
Source and method
Source: SEC XBRL companyfacts, 10-Q and 10-K cash-flow lines. Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, debt raised as filed (US government public record), sec-debt/debt-issuance-quarterly@2026-10-19T123539+0900.
Unit: $B
A fiscal year is named for the year it ends in, so for some companies fiscal 2027 has already begun. Years still open are marked "so far".
The rows
Read from the same data file as the chart when this is opened.
What it becomes
Depreciation against capital spending, by year
Source: SEC XBRL companyfacts, annual.
Source and method
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
Unit: $B
The rows
Read from the same data file as the chart when this is opened.
Depreciation by company, as each files it
Source: SEC XBRL companyfacts, annual.
Source and method
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
Unit: $B
OPEN ARTICLEThe rows
Read from the same data file as the chart when this is opened.
Depreciation by layer, by year
Source: SEC XBRL companyfacts, annual.
Source and method
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
Unit: $B
The rows
Read from the same data file as the chart when this is opened.
The twenty largest: depreciation by company, 2025
Source: SEC XBRL companyfacts, annual.
Source and method
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
How it is sourced: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
Unit: $B
The rows
Read from the same data file as the chart when this is opened.
Who it reaches
Layoffs attributed to AI, by quarter
Source: Layoffs.fyi, the AI layoffs list.
Source and method
Source: Layoffs.fyi, the AI layoffs list (https://layoffs.fyi/ai-layoffs/). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
Whose figures: According to Layoffs.fyi (https://layoffs.fyi/), which tracks tech industry layoffs.
Unit: employees
The rows
Read from the same data file as the chart when this is opened.
The twenty largest: people laid off, by company
Source: Layoffs.fyi, the AI layoffs list.
Source and method
Source: Layoffs.fyi, the AI layoffs list (https://layoffs.fyi/ai-layoffs/). Adapted by Token Runner: filtered and added up for this chart. The table, its licence and its date
Whose figures: According to Layoffs.fyi (https://layoffs.fyi/), which tracks tech industry layoffs.
Unit: employees
The rows
Read from the same data file as the chart when this is opened.
The data behind it: the 6 tables this dashboard reads, their sources and their dates
CapEx versus revenue
Revenue and capex together for the 71 filers in gold, one row per filer, calendar year and metric, in billions of dollars, from SEC companyfacts.
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Licence and standing: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
One row is one row per ticker, calendar year and metric (Revenue, CapEx); 2066 rows; unit: $B. Built from: sec-companyfacts/facts, collected 19 October 2026; sec-companyfacts/filers, collected 19 October 2026; company-map/companies, collected 19 October 2026. Token Runner adapted this material: it was filtered, joined and added up; the source does not endorse Token Runner or this use.
AI CapEx versus revenue
Annual capex, revenue and depreciation for the 71 filers in gold, from SEC companyfacts, in raw USD, by calendar year.
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Licence and standing: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
One row is one row per ticker and calendar year; 1033 rows; unit: raw USD. Built from: sec-companyfacts/facts, collected 19 October 2026; sec-companyfacts/filers, collected 19 October 2026; company-map/companies, collected 19 October 2026. Token Runner adapted this material: it was filtered, joined and added up; the source does not endorse Token Runner or this use.
Debt raised, by fiscal year
Cash proceeds from issuing debt, one figure per company and fiscal year (the longest year-to-date figure filed), for 69 companies, fiscal 2004 to 2027, in billions of dollars. 819 of 882 figures are full years.
Source: SEC XBRL companyfacts, 10-Q and 10-K cash-flow lines. Licence and standing: SEC EDGAR, debt raised as filed (US government public record), sec-debt/debt-issuance-quarterly@2026-10-19T123539+0900.
One row is one row per ticker and fiscal year; 882 rows; unit: $B. Built from: sec-debt/debt-issuance-quarterly, collected 19 October 2026; company-map/companies, collected 19 October 2026. Token Runner adapted this material: it was filtered, joined and added up; the source does not endorse Token Runner or this use.
Debt raised by the filers
Cash proceeds from issuing long-term debt, per filer per fiscal quarter, for the 65 filers whose SEC filings carry the line, in billions of dollars, as filed or as the collector differenced a year-to-date figure (said on every row).
Source: SEC XBRL companyfacts, 10-Q and 10-K cash-flow lines: eight lines of debt raised (long-term debt, debt, senior long-term debt, debt net of issuance costs, debt maturing in more than three months, convertible debt, long-term debt and capital securities, medium-term notes). Licence and standing: SEC EDGAR, debt raised as filed (US government public record), sec-debt/debt-issuance-quarterly@2026-10-19T123539+0900.
One row is one row per ticker and fiscal quarter; 2194 rows; unit: $B. Built from: sec-debt/debt-issuance-quarterly, collected 19 October 2026; company-map/companies, collected 19 October 2026. Token Runner adapted this material: it was filtered, joined and added up; the source does not endorse Token Runner or this use.
Depreciation against capex
Depreciation and amortisation charged, and capex, for the 71 filers in gold, one row per filer, calendar year and metric, in billions of dollars, from SEC companyfacts. No useful life is stated: none is filed in gold, and none is assumed.
Source: SEC XBRL companyfacts, annual (10-K, fp FY, 340-400 day period). Licence and standing: SEC EDGAR, XBRL company facts (US government public record), sec-companyfacts/facts@2026-10-19T123537+0900.
One row is one row per ticker, calendar year and metric (CapEx, Depreciation); 2066 rows; unit: $B. Built from: sec-companyfacts/facts, collected 19 October 2026; sec-companyfacts/filers, collected 19 October 2026; company-map/companies, collected 19 October 2026. Token Runner adapted this material: it was filtered, joined and added up; the source does not endorse Token Runner or this use.
AI-attributed layoffs
The layoff events layoffs.fyi lists as attributed to AI, one row per event, 2024-01-23 to 2026-10-08. 135 of 173 events give a head-count. 0 head-counts read exactly 0 in the record and are NULL here: a 0 is no figure, never a zero.
Source: Layoffs.fyi, the AI layoffs list (https://layoffs.fyi/ai-layoffs/). Licence and standing: According to Layoffs.fyi (https://layoffs.fyi/), which tracks tech industry layoffs.
One row is one row per layoff event; 173 rows; unit: employees. Built from: layoffs-ai/ai-layoffs, collected 19 October 2026. Token Runner adapted this material: it was filtered, joined and added up; the source does not endorse Token Runner or this use.
Method: which line of a filing supplied each figure
Interlinked pieces that use these tables
