358
Ladder Elo · rank 2 of 16
- Unit
- ladder Elo, higher is better
- Range
- 0 to 619
- Sample
- 8 games
- Configuration
- Claude Fable 5.1, 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.
5.4 s
Median move time · rank 5 of 16
- Unit
- milliseconds, lower is better
- Configuration
- Claude Fable 5.1, provider default reasoning
- Measured
- 29 Sep 2026
- Not shown
- Not general response speed: replies are one short move.
96.2%
Content quality · rank 11 of 18
- Unit
- % of checks, higher is better
- Configuration
- Claude Fable 5.1, 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 Fable 5.1, 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
- Claude Fable 5.1, 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
- Claude Fable 5.1, 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.
7.91
Unsupported claims · rank 14 of 18
- Unit
- claims per product, lower is better
- Configuration
- Claude Fable 5.1, 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%
Channel compliance · rank 1 of 18
- Unit
- % of products, higher is better
- Configuration
- Claude Fable 5.1, 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 Fable 5.1, 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.
96.3%
Content quality · rank 10 of 18
- Unit
- % of checks, higher is better
- Configuration
- Claude Fable 5.1, 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.
$0.0991
Cost per product · rank 18 of 18
- Unit
- US dollars, lower is better
- Configuration
- Claude Fable 5.1, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not your cost: prices are those charged through OpenRouter on the run date.
94.3%
Decision accuracy · rank 12 of 18
- Unit
- % of decisions, higher is better
- Configuration
- Claude Fable 5.1, 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 Fable 5.1, provider default reasoning
- Measured
- 30 Sep 2026
- Not shown
- Not a provider outage: provider errors are retried before a product counts as failed.
94.7%
Field accuracy · rank 2 of 18
- Unit
- % of missing fields, higher is better
- Configuration
- Claude Fable 5.1, 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.
0.7%
Invented values · rank 5 of 18
- Unit
- % of filled values, lower is better
- Configuration
- Claude Fable 5.1, 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 Fable 5.1, 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.
16.1%
Reliably publish-ready · rank 12 of 18
- Unit
- % of products, higher is better
- Configuration
- Claude Fable 5.1, 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.
1.89
Unsupported claims · rank 14 of 18
- Unit
- claims per product, lower is better
- Configuration
- Claude Fable 5.1, 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.
$2.49
Cost of a run · rank 17 of 17
- Unit
- US dollars, lower is better
- Configuration
- Claude Fable 5.1, 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 Fable 5.1, provider default reasoning
- Measured
- 29 Sep 2026
- Not shown
- Not real ad performance: the market is a deterministic simulation of one invented skincare brand.
51.5
Overall score · rank 6 of 17
- Unit
- score out of 100, higher is better
- Configuration
- Claude Fable 5.1, provider default reasoning
- Measured
- 29 Sep 2026
- Not shown
- Not real ad performance: the market is a deterministic simulation of one invented skincare brand.
£0.64
Return on ad spend · rank 7 of 17
- Unit
- profit per £1 spent, higher is better
- Configuration
- Claude Fable 5.1, provider default reasoning
- Measured
- 29 Sep 2026
- Not shown
- Not real ad performance: the market is a deterministic simulation of one invented skincare brand.
0.17
Confirmed task success · rank 1 of 46
- Unit
- IPS effect estimate, higher is better
- Range
- 0.15 to 0.20
- Sample
- 7818 observations
- Configuration
- Claude Fable 5.1
- Measured
- 28 Sep 2026
- Not shown
- Not a success rate: the estimated effect of choosing this model as the agent's orchestrator, against an even mix of the models tested, inside Arena's own harness.
0.32
Praise over complaint · rank 1 of 46
- Unit
- IPS effect estimate, higher is better
- Range
- 0.25 to 0.40
- Sample
- 2418 observations
- Configuration
- Claude Fable 5.1
- Measured
- 28 Sep 2026
- Not shown
- Not a success rate: the estimated effect of choosing this model as the agent's orchestrator, against an even mix of the models tested, inside Arena's own harness.
0.08
Steerability · rank 1 of 46
- Unit
- IPS effect estimate, higher is better
- Range
- 0.05 to 0.12
- Sample
- 6319 observations
- Configuration
- Claude Fable 5.1
- Measured
- 28 Sep 2026
- Not shown
- Not a success rate: the estimated effect of choosing this model as the agent's orchestrator, against an even mix of the models tested, inside Arena's own harness.
0.00
Tool grounding · rank 1 of 46
- Unit
- IPS effect estimate, higher is better
- Range
- 0.00 to 0.00
- Sample
- 1575984 observations
- Configuration
- Claude Fable 5.1
- Measured
- 28 Sep 2026
- Not shown
- Not a success rate: the estimated effect of choosing this model as the agent's orchestrator, against an even mix of the models tested, inside Arena's own harness.
1,493
Overall · rank 1 of 44
- Unit
- Arena rating, higher is better
- Range
- 1,478 to 1,508
- Sample
- 1403 votes
- Configuration
- Claude Fable 5.1 (max)
- Measured
- 13 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,501
Overall · rank 1 of 177
- Unit
- Arena rating, higher is better
- Range
- 1,495 to 1,507
- Sample
- 9621 votes
- Configuration
- Claude Fable 5.1 (max)
- 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.
1,485
Business, management and finance · rank 2 of 402
- Unit
- Arena rating, higher is better
- Range
- 1,471 to 1,499
- Sample
- 1905 votes
- Configuration
- Claude Fable 5.1 (max)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,484
Creative writing · rank 1 of 407
- Unit
- Arena rating, higher is better
- Range
- 1,470 to 1,498
- Sample
- 2160 votes
- Configuration
- Claude Fable 5.1 (max)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,516
Expert prompts · rank 3 of 359
- Unit
- Arena rating, higher is better
- Range
- 1,495 to 1,536
- Sample
- 872 votes
- Configuration
- Claude Fable 5.1 (max)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,497
Instruction following · rank 1 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,486 to 1,509
- Sample
- 3032 votes
- Configuration
- Claude Fable 5.1 (max)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,501
Overall · rank 1 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,495 to 1,508
- Sample
- 9942 votes
- Configuration
- Claude Fable 5.1 (max)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,496
Writing, literature and language · rank 1 of 408
- Unit
- Arena rating, higher is better
- Range
- 1,484 to 1,508
- Sample
- 2776 votes
- Configuration
- Claude Fable 5.1 (max)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
3.0%
Requested-length error · rank 18 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- claude-fable-5.1
- Measured
- 23 Sep 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
4.0%
Requested-length error · rank 28 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- claude-fable-5.1
- Measured
- 23 Sep 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
3.0%
Requested-length error · rank 18 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- claude-fable-5.1
- Measured
- 23 Sep 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
0.43
Style adherence · rank 3 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- claude-fable-5.1
- Measured
- 23 Sep 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
0.39
Style adherence · rank 35 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- claude-fable-5.1
- Measured
- 23 Sep 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
0.42
Style adherence · rank 6 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- claude-fable-5.1
- Measured
- 23 Sep 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
63.6
Writing score · rank 77 of 370
- Unit
- score out of 100, higher is better
- Configuration
- claude-fable-5.1
- Measured
- 23 Sep 2026
- Not shown
- Not business copy quality: UGI's prompts are private and lean towards creative writing, and models that often refuse get no score.
60.2
Writing score · rank 100 of 370
- Unit
- score out of 100, higher is better
- Configuration
- claude-fable-5.1
- Measured
- 23 Sep 2026
- Not shown
- Not business copy quality: UGI's prompts are private and lean towards creative writing, and models that often refuse get no score.
63.9
Writing score · rank 75 of 370
- Unit
- score out of 100, higher is better
- Configuration
- claude-fable-5.1
- Measured
- 23 Sep 2026
- Not shown
- Not business copy quality: UGI's prompts are private and lean towards creative writing, and models that often refuse get no score.