557
Ladder Elo · rank 2 of 16
- Unit
- ladder Elo, higher is better
- Range
- 370 to 727
- Sample
- 8 games
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 29 Sep 2026
- Not shown
- Not a business skill: chess against an engine on a real clock, used here as a speed-under-pressure signal.
8.1 s
Median move time · rank 13 of 16
- Unit
- milliseconds, lower is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 29 Sep 2026
- Not shown
- Not general response speed: replies are one short move.
96.5%
Content quality · rank 10 of 18
- Unit
- % of checks, higher is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
0.0%
Failed outputs · rank 1 of 18
- Unit
- % of products, lower is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not a provider outage: provider errors are retried before a product counts as failed.
8.9%
Publish-ready listings · rank 8 of 18
- Unit
- % of products, higher is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
1.8%
Reliably publish-ready · rank 8 of 18
- Unit
- % of products, higher is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
3.97
Unsupported claims · rank 9 of 18
- Unit
- claims per product, lower is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
99.4%
Channel compliance · rank 9 of 18
- Unit
- % of products, higher is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
100.0%
Conflicts caught · rank 1 of 18
- Unit
- % of conflicts, higher is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
96.2%
Content quality · rank 12 of 18
- Unit
- % of checks, higher is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
$0.0172
Cost per product · rank 11 of 18
- Unit
- US dollars, lower is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your cost: prices are those charged through OpenRouter on the run date.
94.5%
Decision accuracy · rank 11 of 18
- Unit
- % of decisions, higher is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
0.0%
Failed outputs · rank 1 of 18
- Unit
- % of products, lower is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not a provider outage: provider errors are retried before a product counts as failed.
91.5%
Field accuracy · rank 16 of 18
- Unit
- % of missing fields, higher is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
0.8%
Invented values · rank 7 of 18
- Unit
- % of filled values, lower is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
35.1%
Publish-ready listings · rank 11 of 18
- Unit
- % of products, higher is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
21.4%
Reliably publish-ready · rank 10 of 18
- Unit
- % of products, higher is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
1.59
Unsupported claims · rank 10 of 18
- Unit
- claims per product, lower is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your catalogue: invented products with generated images, so a model's result on your own feed can differ.
$0.42
Cost of a run · rank 10 of 17
- Unit
- US dollars, lower is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 29 Sep 2026
- Not shown
- Not your cost: prices are those charged through OpenRouter on the run date.
0
Months over budget · rank 1 of 17
- Unit
- months of 12, lower is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 29 Sep 2026
- Not shown
- Not real ad performance: the market is a deterministic simulation of one invented skincare brand.
52.0
Overall score · rank 4 of 17
- Unit
- score out of 100, higher is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 29 Sep 2026
- Not shown
- Not real ad performance: the market is a deterministic simulation of one invented skincare brand.
£0.70
Return on ad spend · rank 1 of 17
- Unit
- profit per £1 spent, higher is better
- Configuration
- Claude Sonnet 5.5, provider default reasoning
- Measured
- 29 Sep 2026
- Not shown
- Not real ad performance: the market is a deterministic simulation of one invented skincare brand.