G-04 · Use case coveragearchive-recorded · snapshot 2026-09-17
Creation Use Cases: Video, Audio & Design
The recorded use-case layer of the three creation categories, merged. Population: 168 archives in the Video / Audio & Voice / Design categories, contributing 496 recorded entries and 427 distinct strings.
Key numbers
Archives in scope
168
data/tools · N=448
Recorded entries
496
finder.useCases[] · N=168
Tools with entries
168
finder.useCases · N=168
Distinct strings
427
finder.useCases[].useCase · N=496
Top string
Editing, upscaling and cleanup (13)
frequency · N=496
Most frequent use-case strings
exact-string frequency within the scoped categories
| # | Use case (as recorded) | Entries | Avg weight |
|---|---|---|---|
| 1 | Editing, upscaling and cleanup | 13 | 8 |
| 2 | Text-to-image generation | 13 | 9 |
| 3 | Editing and post-production tooling | 12 | 8 |
| 4 | Prompt-to-video generation | 12 | 9 |
| 5 | Studio-grade speech / music synthesis | 12 | 9 |
| 6 | Voice and stem control | 12 | 8 |
| 7 | YouTube-to-Shorts Creators | 2 | 10 |
| 8 | 1-3 cloned voices by tier. | 1 | 8 |
| 9 | 1,000 credits/mo across frontier image models. | 1 | 9 |
| 10 | 1,500-14,400 credits/mo by tier. | 1 | 8 |
| 11 | 100% automatic background removal. | 1 | 10 |
| 12 | 100+ languages, 2,800+ voices. | 1 | 8 |
Weight distribution
Recorded entry weights (1–10) within the scoped categories.
Method
- Population: archives with category in [video, audio, design] (N=168); 496 recorded finder.useCases entries.
- Frequency counts exact strings; average weight is the arithmetic mean of recorded weights rounded to 0.1.
- No entries are synthesized for tools whose archives record none.