10 tasks. March 31, 2026 closed at 40.7x weighted leverage across 54.0 human-equivalent hours in 80 minutes of wall-clock time. Supervisory leverage came in at 104.5x.
That is 1.4 weeks of human-equivalent throughput in 1.3 hours. The ceiling was 80.0x; the floor was 3.8x. 6 of the 10 entries came from a single project.
Task Log
| # | Task | Human Est. | Claude | Sup. | Factor |
|---|---|---|---|---|---|
| 1 | Full diagram audit + fix 16 findings across 96 [ip] figures (Apps N-Y) | 16.0h | 12m | 3m | 80.0x |
| 2 | Full diagram audit (N-Y, 96 figures) + fix 21 FAILs across 8 apps | 20.0h | 25m | 3m | 48.0x |
| 3 | Debugging | 3.0h | 4m | 3m | 45.0x |
| 4 | Coding | 2.0h | 3m | 3m | 40.0x |
| 5 | Coding | 3.0h | 5m | 5m | 36.0x |
| 6 | Coding | 2.0h | 4m | 3m | 30.0x |
| 7 | Full content audit — 845 specs, 144 packages, 696K questions, 1894 labs validated exhaustively | 4.0h | 9m | 2m | 27.9x |
| 8 | Coding | 2.0h | 5m | 3m | 24.0x |
| 9 | Documentation | 1.5h | 5m | 3m | 18.0x |
| 10 | Debugging | 0.5h | 8m | 3m | 3.8x |
Aggregate Statistics
| Metric | Value |
|---|---|
| Total tasks | 10 |
| Total human-equivalent hours | 54.0 |
| Total Claude minutes | 80 |
| Total supervisory minutes | 31 |
| Total tokens | 656,000 |
| Weighted average leverage factor | 40.7x |
| Weighted average supervisory leverage factor | 104.5x |
| Human-equivalent weeks | 1.4 |
Analysis
The highest factor of the day came in at 80.0x and the lowest at 3.8x, a spread of 21.3 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 16.0 of the 54.0 human-equivalent hours, or 30 percent of the day. No single task dominated the total, so the weighted average is representative.
Supervisory time was 31 minutes against 80 minutes of execution, a ratio of about 1 to 3. Supervisory leverage of 104.5x 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.