Intelligence

The external signals around chemical invention.

Feedstock and chemical prices, the finances of chemical producers, the economics of the compute stack, the industry calendar and operating conditions at chemical hubs. Every panel names its source and the date of its data.

01 Chemical market pulse

Are chemical input and output prices unusual right now?

Selected series

Chemical economic pressure map

Published data · computed

Which inputs are moving, and how far is each from its five-year norm?

Percent change for prices and indices; percentage-point change for yields. Percentile and z-score compare the latest value with the last 60 monthly observations.

Correlation of monthly changes

Published data · computed

Which indicators move together? Select a cell to see the scatter.

Pearson correlation of monthly log changes (first differences for yields) over the last 60 months.

02 Chemical company monitor

How are listed chemical producers growing, earning and investing?

Chemical peer metrics from annual reports

Peer map: growth against margin

Published data · computed

Who is growing, and who is earning, in the latest fiscal year?

R&D intensity

Published data · computed

Capital allocation heatmap

Published data · computed

Where does each company sit within the peer group on each metric?

Color shows rank within the nine companies for each column (brighter = higher). Values are printed in each cell; “—” means the filing does not report it.

03 Scientific computing and AI infrastructure

What is happening to the stack Avestiq depends on?

R&D intensity against growth

Published data · computed

How much do computational-discovery and compute companies reinvest, compared with chemical producers?

Latest fiscal year from each company’s 10-K. The dashed line is the median R&D intensity of the chemical peers above. Amazon does not report an R&D line and is omitted.

Cloud capital spending

Published data · computed

How fast is the capacity behind cloud AI compute being built?

Purchases of property and equipment from the cash-flow statement (10-K). This includes all capital spending, not only AI infrastructure.

04 Chemistry and deep-tech calendar

What is coming up that matters to chemical invention?

    05 Industrial conditions

    Will weather constrain operations at a chemical hub in the next 72 hours?

    72-hour operating-conditions strip

    Live external data
    Heat index from air temperature and humidity with the NWS Rothfusz regression; bands follow the NWS categories (caution from 27 °C/80 °F, extreme caution 32 °C/90 °F, danger 39 °C/103 °F, extreme danger 52 °C/125 °F). Gust threshold: 17.2 m s⁻¹, the lower bound of Beaufort force 8 (gale), which is defined for mean wind and applied here to gusts. Thunderstorm hours: WMO weather codes 95–99. Times are local to the hub.

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