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zephyr-orpo-141b-A35b-v0.1

Model evaluation

Capability & preference

Human preference · Arena

Overall text preferences from head-to-head votes. Not factual accuracy or a task-success rate.

zephyr-orpo-141b-A35b-v0.1 1143.7 zephyr-orpo-141b-A35b-v0.1 · 95% interval 1132.9–1154.4 · 4,652 votes · 2026-10-15

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 · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,081.98 rating

Confidence interval: 1,058.83 – 1,105.13

657 votes

Category
chinese
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,129.03 rating

Confidence interval: 1,108.63 – 1,149.43

831 votes

Category
coding
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,113.01 rating

Confidence interval: 1,089.95 – 1,136.06

635 votes

Category
creative_writing
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,174.36 rating

Confidence interval: 1,161.21 – 1,187.50

2702 votes

Category
english
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

998.29 rating

Confidence interval: 982.70 – 1,013.89

3178 votes

Category
exclude_ties
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,061.62 rating

Confidence interval: 1,021.81 – 1,101.43

219 votes

Category
expert
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,115.60 rating

Confidence interval: 1,099.02 – 1,132.17

1240 votes

Category
hard_prompts
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,132.89 rating

Confidence interval: 1,112.68 – 1,153.10

820 votes

Category
hard_prompts_english
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,088.97 rating

Confidence interval: 1,061.31 – 1,116.63

441 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,128.13 rating

Confidence interval: 1,105.31 – 1,150.96

617 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,135.20 rating

Confidence interval: 1,097.91 – 1,172.48

240 votes

Category
industry_legal_and_government
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,142.10 rating

Confidence interval: 1,121.29 – 1,162.91

827 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,144.63 rating

Confidence interval: 1,120.81 – 1,168.44

526 votes

Category
industry_mathematical
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,106.31 rating

Confidence interval: 1,071.04 – 1,141.58

284 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,133.60 rating

Confidence interval: 1,116.97 – 1,150.24

1344 votes

Category
industry_software_and_it_services
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,139.13 rating

Confidence interval: 1,121.31 – 1,156.95

1129 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,117.57 rating

Confidence interval: 1,102.18 – 1,132.95

1593 votes

Category
instruction_following
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,104.60 rating

Confidence interval: 1,076.80 – 1,132.40

448 votes

Category
longer_query
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,147.76 rating

Confidence interval: 1,125.62 – 1,169.90

589 votes

Category
math
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,099.56 rating

Confidence interval: 1,075.52 – 1,123.61

683 votes

Category
multi_turn
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,098.09 rating

Confidence interval: 1,084.01 – 1,112.16

1950 votes

Category
non_english
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,143.65 rating

Confidence interval: 1,132.94 – 1,154.37

4652 votes

Category
overall
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating

zephyr-orpo-141b-A35b-v0.1

1,115.85 rating

Confidence interval: 1,088.60 – 1,143.10

407 votes

Category
russian
Evaluated configuration
zephyr-orpo-141b-A35b-v0.1
Evaluation type
human preference

Run it locally

Inference · memory estimate

zephyr-orpo-141b-A35b-v0.1

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Model license
Apache 2.0