0.03
Confirmed task success · rank 12 of 46
- Unit
- IPS effect estimate, higher is better
- Range
- 0.01 to 0.06
- Sample
- 31532 observations
- Configuration
- Claude Fable 5
- 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.
0.17
Praise over complaint · rank 3 of 46
- Unit
- IPS effect estimate, higher is better
- Range
- 0.12 to 0.21
- Sample
- 10471 observations
- Configuration
- Claude Fable 5
- 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.
0.11
Steerability · rank 1 of 46
- Unit
- IPS effect estimate, higher is better
- Range
- 0.09 to 0.14
- Sample
- 32795 observations
- Configuration
- Claude Fable 5
- 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
- 2120388 observations
- Configuration
- Claude Fable 5
- 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.
1,499
Overall · rank 1 of 44
- Unit
- Arena rating, higher is better
- Range
- 1,491 to 1,507
- Sample
- 8497 votes
- Configuration
- Claude Fable 5
- Measured
- 13 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,229
Overall · rank 2 of 34
- Unit
- Arena rating, higher is better
- Range
- 1,221 to 1,237
- Sample
- 41795 votes
- Configuration
- Claude Fable 5
- Measured
- 24 Aug 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,483
Overall · rank 3 of 177
- Unit
- Arena rating, higher is better
- Range
- 1,480 to 1,487
- Sample
- 36148 votes
- Configuration
- Claude Fable 5 (high)
- 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.
1,503
Business, management and finance · rank 1 of 402
- Unit
- Arena rating, higher is better
- Range
- 1,496 to 1,511
- Sample
- 7467 votes
- Configuration
- Claude Fable 5 (high)
- 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
Creative writing · rank 1 of 407
- Unit
- Arena rating, higher is better
- Range
- 1,493 to 1,509
- Sample
- 7516 votes
- Configuration
- Claude Fable 5 (high)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,550
Expert prompts · rank 1 of 359
- Unit
- Arena rating, higher is better
- Range
- 1,540 to 1,560
- Sample
- 4088 votes
- Configuration
- Claude Fable 5 (high)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,509
Instruction following · rank 1 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,503 to 1,515
- Sample
- 13049 votes
- Configuration
- Claude Fable 5 (high)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,504
Overall · rank 1 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,499 to 1,508
- Sample
- 36462 votes
- Configuration
- Claude Fable 5 (high)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,508
Writing, literature and language · rank 1 of 408
- Unit
- Arena rating, higher is better
- Range
- 1,501 to 1,515
- Sample
- 9956 votes
- Configuration
- Claude Fable 5 (high)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
81.0%
Average · rank 1 of 34
- Unit
- % resolved, higher is better
- Configuration
- claude-fable-5
- Measured
- 30 Jun 2026
- Not shown
- Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
70.6%
Front end (SWE-Bench Multimodal) · rank 1 of 34
- Unit
- % resolved, higher is better
- Configuration
- claude-fable-5
- Measured
- 30 Jun 2026
- Not shown
- Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
62.5%
Greenfield (Commit0) · rank 1 of 34
- Unit
- % resolved, higher is better
- Configuration
- claude-fable-5
- Measured
- 30 Jun 2026
- Not shown
- Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
84.2%
Information gathering (GAIA) · rank 2 of 34
- Unit
- % resolved, higher is better
- Configuration
- claude-fable-5
- Measured
- 30 Jun 2026
- Not shown
- Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
95.8%
Issue resolution (SWE-Bench) · rank 1 of 34
- Unit
- % resolved, higher is better
- Configuration
- claude-fable-5
- Measured
- 30 Jun 2026
- Not shown
- Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
91.9%
Testing (SWT-Bench) · rank 1 of 34
- Unit
- % resolved, higher is better
- Configuration
- claude-fable-5
- Measured
- 30 Jun 2026
- Not shown
- Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
28.9%
Consistency (pass^4) · rank 5 of 21
- Unit
- % of tasks, higher is better
- Configuration
- claude-fable-5
- Measured
- 23 Jul 2026
- Not shown
- Not your policies or customers: the tasks and policies are tau2's own, and the customer is simulated by gpt-5.2.
39.7%
Task success (pass^1) · rank 8 of 21
- Unit
- % of tasks, higher is better
- Configuration
- claude-fable-5
- Measured
- 23 Jul 2026
- Not shown
- Not your policies or customers: the tasks and policies are tau2's own, and the customer is simulated by gpt-5.2.
2.0%
Requested-length error · rank 7 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- Claude Fable 5 (high)
- Measured
- 10 Jun 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
2.0%
Requested-length error · rank 7 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- claude-fable-5
- Measured
- 10 Jun 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
2.0%
Requested-length error · rank 7 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- claude-fable-5
- Measured
- 10 Jun 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
2.0%
Requested-length error · rank 7 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- claude-fable-5
- Measured
- 10 Jun 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
2.0%
Requested-length error · rank 7 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- claude-fable-5
- Measured
- 10 Jun 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
0.40
Style adherence · rank 30 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- Claude Fable 5 (high)
- Measured
- 10 Jun 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 40 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- claude-fable-5
- Measured
- 10 Jun 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
0.38
Style adherence · rank 71 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- claude-fable-5
- Measured
- 10 Jun 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
0.38
Style adherence · rank 54 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- claude-fable-5
- Measured
- 10 Jun 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
0.41
Style adherence · rank 17 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- claude-fable-5
- Measured
- 10 Jun 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
74.2
Writing score · rank 5 of 370
- Unit
- score out of 100, higher is better
- Configuration
- Claude Fable 5 (high)
- Measured
- 10 Jun 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.
71.9
Writing score · rank 14 of 370
- Unit
- score out of 100, higher is better
- Configuration
- claude-fable-5
- Measured
- 10 Jun 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.
73.7
Writing score · rank 6 of 370
- Unit
- score out of 100, higher is better
- Configuration
- claude-fable-5
- Measured
- 10 Jun 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.
72.6
Writing score · rank 8 of 370
- Unit
- score out of 100, higher is better
- Configuration
- claude-fable-5
- Measured
- 10 Jun 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.
71.7
Writing score · rank 15 of 370
- Unit
- score out of 100, higher is better
- Configuration
- claude-fable-5
- Measured
- 10 Jun 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.