3 tasks. May 28, 2026 closed at 49.9x weighted leverage across 104.0 human-equivalent hours in 125 minutes of wall-clock time. Supervisory leverage came in at 416.0x.
That is 2.6 weeks of human-equivalent throughput in 2.1 hours. The ceiling was 168.0x; the floor was 16.0x. 2 of the 3 entries came from a single project.
Task Log
| # | Task | Human Est. | Claude | Sup. | Factor |
|---|---|---|---|---|---|
| 1 | Built comprehensive GED curriculum: 4 domain specs (Math/RLA/Science/Social Studies) totaling 249 leaf goals + README with 16 novel adult-learner activities | 70.0h | 25m | 3m | 168.0x |
| 2 | Resume session: re-stamped 584 spec<->manifest exam_metadata fields across 142 packages (+ restamp tool) + 3 recall backfills (+2555 Qs: PHR/PHRca/FinOps) + content-audit Phase 27 ([content generation]… | 22.0h | 55m | 8m | 24.0x |
| 3 | Testing | 12.0h | 45m | 4m | 16.0x |
Aggregate Statistics
| Metric | Value |
|---|---|
| Total tasks | 3 |
| Total human-equivalent hours | 104.0 |
| Total Claude minutes | 125 |
| Total supervisory minutes | 15 |
| Total tokens | 3,180,000 |
| Weighted average leverage factor | 49.9x |
| Weighted average supervisory leverage factor | 416.0x |
| Human-equivalent weeks | 2.6 |
Analysis
The highest factor of the day came in at 168.0x and the lowest at 16.0x, a spread of 10.5 times between the two. That is a wide range for a single day, and it usually means the day mixed mechanical work with work that needed real judgement.
The largest single entry accounted for 70.0 of the 104.0 human-equivalent hours, or 67 percent of the day. One task carrying that much of the total is worth noting; the average is doing less work than it appears to.
Supervisory time was 15 minutes against 125 minutes of execution, a ratio of about 1 to 8. Supervisory leverage of 416.0x is the figure I find most honest, because it measures the hours I actually spent rather than the hours a machine spent on my behalf.
Every figure here is recorded at the time the work is done rather than reconstructed afterwards. The human estimate is my own judgement and carries the uncertainty that implies; the minutes and tokens are measured. The full dataset, including this day, is available for download.