GLM-4-Plus (0111)
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AI modelsGLM-4-Plus (0111)
Model evaluation
Capability & preference
Human preference · Arena
Overall text preferences from head-to-head votes. Not factual accuracy or a task-success rate.
Recorded results
Only the same benchmark, version, workload, scenario and unit share a row. Missing results are not zero. System results include the full submitted hardware and software configuration.
Arena text preference / chinesehuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,388.90 rating
Confidence interval: 1,359.18 – 1,418.61
387 votes
- Category
- chinese
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,286.37 rating
Confidence interval: 1,268.38 – 1,304.37
894 votes
- Category
- coding
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,310.56 rating
Confidence interval: 1,291.54 – 1,329.57
918 votes
- Category
- creative_writing
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,340.29 rating
Confidence interval: 1,330.02 – 1,350.56
3466 votes
- Category
- english
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,283.63 rating
Confidence interval: 1,271.12 – 1,296.14
3826 votes
- Category
- exclude_ties
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,279.07 rating
Confidence interval: 1,249.79 – 1,308.36
354 votes
- Category
- expert
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,340.97 rating
Confidence interval: 1,301.57 – 1,380.37
207 votes
- Category
- german
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,293.43 rating
Confidence interval: 1,279.19 – 1,307.68
1468 votes
- Category
- hard_prompts
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,291.52 rating
Confidence interval: 1,274.03 – 1,309.01
955 votes
- Category
- hard_prompts_english
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,326.45 rating
Confidence interval: 1,303.01 – 1,349.90
592 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,291.09 rating
Confidence interval: 1,273.84 – 1,308.35
1062 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,362.29 rating
Confidence interval: 1,332.31 – 1,392.27
367 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,350.33 rating
Confidence interval: 1,331.93 – 1,368.72
986 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,290.83 rating
Confidence interval: 1,270.01 – 1,311.64
638 votes
- Category
- industry_mathematical
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,389.98 rating
Confidence interval: 1,356.11 – 1,423.84
293 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,319.57 rating
Confidence interval: 1,304.82 – 1,334.32
1406 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,326.28 rating
Confidence interval: 1,311.21 – 1,341.35
1459 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,292.37 rating
Confidence interval: 1,279.96 – 1,304.78
2160 votes
- Category
- instruction_following
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,225.35 rating
Confidence interval: 1,187.34 – 1,263.37
201 votes
- Category
- japanese
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,315.49 rating
Confidence interval: 1,295.32 – 1,335.66
765 votes
- Category
- longer_query
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,287.35 rating
Confidence interval: 1,268.12 – 1,306.58
721 votes
- Category
- math
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,323.68 rating
Confidence interval: 1,304.34 – 1,343.03
851 votes
- Category
- multi_turn
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,313.69 rating
Confidence interval: 1,301.58 – 1,325.80
2294 votes
- Category
- non_english
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,330.80 rating
Confidence interval: 1,322.42 – 1,339.19
5760 votes
- Category
- overall
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating
GLM-4-Plus (0111)
1,312.48 rating
Confidence interval: 1,291.02 – 1,333.95
653 votes
- Category
- russian
- Evaluated configuration
- GLM-4-Plus (0111)
- Evaluation type
- human preference
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Capabilities
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