0.07
Confirmed task success · rank 6 of 46
- Unit
- IPS effect estimate, higher is better
- Range
- 0.06 to 0.08
- Sample
- 55182 observations
- Configuration
- GLM 5.3 Flash
- 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
Praise over complaint · rank 20 of 46
- Unit
- IPS effect estimate, higher is better
- Range
- -0.02 to 0.01
- Sample
- 22838 observations
- Configuration
- GLM 5.3 Flash
- 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.
-0.01
Steerability · rank 22 of 46
- Unit
- IPS effect estimate, higher is better
- Range
- -0.02 to -0.00
- Sample
- 74818 observations
- Configuration
- GLM 5.3 Flash
- 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
- 7664170 observations
- Configuration
- GLM 5.3 Flash
- 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.
1,467
Overall · rank 22 of 177
- Unit
- Arena rating, higher is better
- Range
- 1,462 to 1,471
- Sample
- 18587 votes
- Configuration
- GLM 5.3 Flash
- 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.
1,463
Business, management and finance · rank 20 of 402
- Unit
- Arena rating, higher is better
- Range
- 1,453 to 1,474
- Sample
- 3682 votes
- Configuration
- GLM 5.3 Flash
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,433
Creative writing · rank 34 of 407
- Unit
- Arena rating, higher is better
- Range
- 1,423 to 1,444
- Sample
- 3992 votes
- Configuration
- GLM 5.3 Flash
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,510
Expert prompts · rank 8 of 359
- Unit
- Arena rating, higher is better
- Range
- 1,497 to 1,524
- Sample
- 2083 votes
- Configuration
- GLM 5.3 Flash
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,474
Instruction following · rank 12 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,466 to 1,482
- Sample
- 6780 votes
- Configuration
- GLM 5.3 Flash
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,474
Overall · rank 19 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,469 to 1,480
- Sample
- 19103 votes
- Configuration
- GLM 5.3 Flash
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,450
Writing, literature and language · rank 28 of 408
- Unit
- Arena rating, higher is better
- Range
- 1,441 to 1,459
- Sample
- 5215 votes
- Configuration
- GLM 5.3 Flash
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
