Output Loop Bench · Artifacts
Marketing: AI models compared
Flyers, carousels and social assets for small businesses. 31 models tested on the same 2 tasks.
Plumber flyer (A5)
A print piece a tradesperson would really hand out. It shows whether a model can build clear hierarchy, an offer and trust signals that read at arm's length.
Plumber flyer (A5): all 31 results
| Model | Maker | Time | Tokens |
|---|---|---|---|
| claude-opus-5-5 ★ Output Loop's pick | Anthropic | 181.1s | 106,117 |
| muse-spark-1.3-medium | Meta | 16.1s | 24,842 |
| nemotron-3-nano-4b | NVIDIA | 16.5s | 1,984 |
| composer-2.5 | Cursor | 19.1s | 22,945 |
| gemini-3.8-flash | 32.8s | 21,627 |
Plumber LinkedIn carousel (5 slides)
LinkedIn carousels are a staple of small-business marketing. Five slides must tell one story and look like one brand, which separates design consistency from one-off pretty slides.
Plumber LinkedIn carousel (5 slides): all 31 results
| Model | Maker | Time | Tokens |
|---|---|---|---|
| claude-haiku-5-5 ★ Output Loop's pick | Anthropic | 64.9s | 100,046 |
| gemini-3.1-pro ★ Output Loop's pick | 86.3s | 22,582 | |
| nemotron-3-nano-4b | NVIDIA | 19.8s | 2,305 |
| composer-2.5 | Cursor | 21.4s | 24,184 |
| muse-spark-1.3-medium | Meta | 25.2s | 26,547 |