-0.06
Confirmed task success · rank 27 of 46
- Unit
- IPS effect estimate, higher is better
- Range
- -0.09 to -0.04
- Sample
- 17546 observations
- Configuration
- GPT-5.6 Terra
- 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.
0.03
Praise over complaint · rank 10 of 46
- Unit
- IPS effect estimate, higher is better
- Range
- -0.01 to 0.06
- Sample
- 6580 observations
- Configuration
- GPT-5.6 Terra
- 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.
0.04
Steerability · rank 6 of 46
- Unit
- IPS effect estimate, higher is better
- Range
- 0.02 to 0.06
- Sample
- 22955 observations
- Configuration
- GPT-5.6 Terra
- 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
- 1322991 observations
- Configuration
- GPT-5.6 Terra
- 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.
1,477
Overall · rank 6 of 44
- Unit
- Arena rating, higher is better
- Range
- 1,468 to 1,485
- Sample
- 5787 votes
- Configuration
- GPT-5.6 Terra (xhigh)
- Measured
- 13 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,467
Overall · rank 23 of 177
- Unit
- Arena rating, higher is better
- Range
- 1,463 to 1,470
- Sample
- 34999 votes
- Configuration
- GPT-5.6 Terra (xhigh)
- 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.
1,466
Business, management and finance · rank 20 of 402
- Unit
- Arena rating, higher is better
- Range
- 1,458 to 1,474
- Sample
- 6719 votes
- Configuration
- GPT-5.6 Terra (xhigh)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,428
Creative writing · rank 47 of 407
- Unit
- Arena rating, higher is better
- Range
- 1,420 to 1,436
- Sample
- 7285 votes
- Configuration
- GPT-5.6 Terra (xhigh)
- 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
Expert prompts · rank 13 of 359
- Unit
- Arena rating, higher is better
- Range
- 1,494 to 1,514
- Sample
- 4170 votes
- Configuration
- GPT-5.6 Terra (xhigh)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,462
Instruction following · rank 24 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,455 to 1,468
- Sample
- 12681 votes
- Configuration
- GPT-5.6 Terra (xhigh)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,465
Overall · rank 36 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,461 to 1,469
- Sample
- 35323 votes
- Configuration
- GPT-5.6 Terra (xhigh)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,445
Writing, literature and language · rank 35 of 408
- Unit
- Arena rating, higher is better
- Range
- 1,438 to 1,452
- Sample
- 9613 votes
- Configuration
- GPT-5.6 Terra (xhigh)
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
31.0%
Requested-length error · rank 258 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- gpt-5.6-terra
- Measured
- 9 Jul 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
35.0%
Requested-length error · rank 277 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- gpt-5.6-terra
- Measured
- 9 Jul 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
31.0%
Requested-length error · rank 258 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- gpt-5.6-terra
- Measured
- 9 Jul 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
42.0%
Requested-length error · rank 295 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- gpt-5.6-terra
- Measured
- 9 Jul 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
22.0%
Requested-length error · rank 202 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- GPT-5.6 Terra (xhigh)
- Measured
- 9 Jul 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
0.38
Style adherence · rank 57 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- gpt-5.6-terra
- Measured
- 9 Jul 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 48 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- gpt-5.6-terra
- Measured
- 9 Jul 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 43 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- gpt-5.6-terra
- Measured
- 9 Jul 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
- gpt-5.6-terra
- Measured
- 9 Jul 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
- GPT-5.6 Terra (xhigh)
- Measured
- 9 Jul 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
60.4
Writing score · rank 97 of 370
- Unit
- score out of 100, higher is better
- Configuration
- gpt-5.6-terra
- Measured
- 9 Jul 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.
56.8
Writing score · rank 120 of 370
- Unit
- score out of 100, higher is better
- Configuration
- gpt-5.6-terra
- Measured
- 9 Jul 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.
58.8
Writing score · rank 107 of 370
- Unit
- score out of 100, higher is better
- Configuration
- gpt-5.6-terra
- Measured
- 9 Jul 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.
48.2
Writing score · rank 166 of 370
- Unit
- score out of 100, higher is better
- Configuration
- gpt-5.6-terra
- Measured
- 9 Jul 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.
58.9
Writing score · rank 106 of 370
- Unit
- score out of 100, higher is better
- Configuration
- GPT-5.6 Terra (xhigh)
- Measured
- 9 Jul 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.