Eight weeks, one dataset, and everything I got wrong.
Eight weeks, one dataset, and everything I got wrong.
Kenneth · 2026-08-12
Source: LBNL Queued Up 2026 Edition (CC BY 4.0), through end-2025. Analysis my own.
This is the last of the series. It is the accounting.
Every note rested on one public file that anyone can download. **Nothing here
required privileged data, a subscription, or a relationship.** That is the point
worth making, and it is uncomfortable: the numbers everyone quotes are wrong in
ways a weekend and a spreadsheet reveal.
The recurring pattern across all eight:
**A composite figure is quoted as though it were a base rate. It is an average
over populations that behave nothing like each other.**
Technology, vintage, operator, size — each splits the 68% into ranges wider than
the number itself. That is not a subtlety. **It means the headline is not merely
imprecise, it is the wrong shape.**
Why it deteriorated. Cluster reform, upgrade cost allocation, speculative
filing and interconnection queue reform are all plausible. I tested none of them.
Every note that touched the question said so.
Why ERCOT differs. Connect-and-manage is the obvious candidate. Also untested.
Whether recent cohorts are fully resolved. They are largely, not entirely.
Some active requests may yet be built, which would lower the recent rates. That
cuts the same way everywhere, so the comparisons hold even if the levels move.
Battery's conversion rate is depressed by youth as well as failure. Stated in
Note 006 rather than buried.
collapse was a cluster-reform artefact rather than a trend.
volume, not process.
All three are checkable from the same file, next year, by anyone.
This is published research. Every figure is a count from a free dataset at emp.lbl.gov/queues — check it yourself rather than taking my word for it.
rates for a real position rather than a composite that fits nothing.
If you think a number in this series is wrong, tell me which and why. **Every
figure is a count from a free file**, so disagreement is settleable rather than
a matter of opinion, and I would rather be corrected than quoted.
Kenneth · kookyeus@yahoo.com
Commercial energy — supply contracts, bill audit, PJM queue research