707
Ladder Elo · rank 2 of 16
- Unit
- ladder Elo, higher is better
- Range
- 458 to 933
- Sample
- 8 games
- Configuration
- Gemini 3.5 Flash Lite, 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.
0.8 s
Median move time · rank 2 of 16
- Unit
- milliseconds, lower is better
- Configuration
- Gemini 3.5 Flash Lite, provider default reasoning
- Measured
- 29 Sep 2026
- Not shown
- Not general response speed: replies are one short move.
94.7%
Content quality · rank 14 of 18
- Unit
- % of checks, higher is better
- Configuration
- Gemini 3.5 Flash Lite, 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
- Gemini 3.5 Flash Lite, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not a provider outage: provider errors are retried before a product counts as failed.
0.6%
Publish-ready listings · rank 13 of 18
- Unit
- % of products, higher is better
- Configuration
- Gemini 3.5 Flash Lite, 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%
Reliably publish-ready · rank 10 of 18
- Unit
- % of products, higher is better
- Configuration
- Gemini 3.5 Flash Lite, 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.
8.83
Unsupported claims · rank 15 of 18
- Unit
- claims per product, lower is better
- Configuration
- Gemini 3.5 Flash Lite, 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.
98.2%
Channel compliance · rank 14 of 18
- Unit
- % of products, higher is better
- Configuration
- Gemini 3.5 Flash Lite, 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.
84.8%
Conflicts caught · rank 18 of 18
- Unit
- % of conflicts, higher is better
- Configuration
- Gemini 3.5 Flash Lite, 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.
95.2%
Content quality · rank 14 of 18
- Unit
- % of checks, higher is better
- Configuration
- Gemini 3.5 Flash Lite, 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.
$0.0020
Cost per product · rank 2 of 18
- Unit
- US dollars, lower is better
- Configuration
- Gemini 3.5 Flash Lite, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your cost: prices are those charged through OpenRouter on the run date.
91.2%
Decision accuracy · rank 14 of 18
- Unit
- % of decisions, higher is better
- Configuration
- Gemini 3.5 Flash Lite, 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
- Gemini 3.5 Flash Lite, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not a provider outage: provider errors are retried before a product counts as failed.
92.5%
Field accuracy · rank 13 of 18
- Unit
- % of missing fields, higher is better
- Configuration
- Gemini 3.5 Flash Lite, 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 8 of 18
- Unit
- % of filled values, lower is better
- Configuration
- Gemini 3.5 Flash Lite, 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.
15.5%
Publish-ready listings · rank 15 of 18
- Unit
- % of products, higher is better
- Configuration
- Gemini 3.5 Flash Lite, 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.
3.6%
Reliably publish-ready · rank 16 of 18
- Unit
- % of products, higher is better
- Configuration
- Gemini 3.5 Flash Lite, 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.
2.44
Unsupported claims · rank 15 of 18
- Unit
- claims per product, lower is better
- Configuration
- Gemini 3.5 Flash Lite, 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.
$0.0390
Cost of a run · rank 3 of 17
- Unit
- US dollars, lower is better
- Configuration
- Gemini 3.5 Flash Lite, 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
- Gemini 3.5 Flash Lite, provider default reasoning
- Measured
- 29 Sep 2026
- Not shown
- Not real ad performance: the market is a deterministic simulation of one invented skincare brand.
25.4
Overall score · rank 14 of 17
- Unit
- score out of 100, higher is better
- Configuration
- Gemini 3.5 Flash Lite, provider default reasoning
- Measured
- 29 Sep 2026
- Not shown
- Not real ad performance: the market is a deterministic simulation of one invented skincare brand.
£0.01
Return on ad spend · rank 14 of 17
- Unit
- profit per £1 spent, higher is better
- Configuration
- Gemini 3.5 Flash Lite, provider default reasoning
- Measured
- 29 Sep 2026
- Not shown
- Not real ad performance: the market is a deterministic simulation of one invented skincare brand.
1,448
Overall · rank 53 of 177
- Unit
- Arena rating, higher is better
- Range
- 1,444 to 1,451
- Sample
- 33135 votes
- Configuration
- Gemini 3.5 Flash Lite
- Measured
- 25 Sep 2026
- Not shown
- Not an error rate: claims that cannot be checked on the web are skipped, and preference still carries most of the weight.
1,454
Business, management and finance · rank 37 of 402
- Unit
- Arena rating, higher is better
- Range
- 1,445 to 1,462
- Sample
- 6238 votes
- Configuration
- Gemini 3.5 Flash Lite
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,435
Creative writing · rank 34 of 407
- Unit
- Arena rating, higher is better
- Range
- 1,427 to 1,444
- Sample
- 6786 votes
- Configuration
- Gemini 3.5 Flash Lite
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,467
Expert prompts · rank 54 of 359
- Unit
- Arena rating, higher is better
- Range
- 1,457 to 1,477
- Sample
- 3886 votes
- Configuration
- Gemini 3.5 Flash Lite
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,444
Instruction following · rank 51 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,437 to 1,450
- Sample
- 12129 votes
- Configuration
- Gemini 3.5 Flash Lite
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,456
Overall · rank 51 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,451 to 1,461
- Sample
- 33501 votes
- Configuration
- Gemini 3.5 Flash Lite
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,442
Writing, literature and language · rank 38 of 408
- Unit
- Arena rating, higher is better
- Range
- 1,435 to 1,450
- Sample
- 8983 votes
- Configuration
- Gemini 3.5 Flash Lite
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.