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AI models

nvidia

Nemotron-4 340B Instruct

Model evaluation

Capability & preference

Human preference · Arena

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

Nemotron-4 340B Instruct 1224.8 Nemotron-4 340B Instruct · 95% interval 1219.5–1230.1 · 19,659 votes · 2026-10-28

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

Nemotron-4 340B Instruct

1,213.73 rating

Confidence interval: 1,200.46 – 1,226.99

2402 votes

Oct 28, 2026

Category: chinese
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / codinghuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,208.96 rating

Confidence interval: 1,197.71 – 1,220.22

3254 votes

Oct 28, 2026

Category: coding
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / creative_writinghuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,202.23 rating

Confidence interval: 1,190.63 – 1,213.84

3152 votes

Oct 28, 2026

Category: creative_writing
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / englishhuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,236.50 rating

Confidence interval: 1,229.31 – 1,243.69

10292 votes

Oct 28, 2026

Category: english
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,122.09 rating

Confidence interval: 1,113.78 – 1,130.39

12726 votes

Oct 28, 2026

Category: exclude_ties
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / experthuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,171.02 rating

Confidence interval: 1,152.30 – 1,189.75

1027 votes

Oct 28, 2026

Category: expert
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / frenchhuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,196.86 rating

Confidence interval: 1,162.61 – 1,231.12

357 votes

Oct 28, 2026

Category: french
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / germanhuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,191.91 rating

Confidence interval: 1,168.66 – 1,215.15

703 votes

Oct 28, 2026

Category: german
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / hard_promptshuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,201.41 rating

Confidence interval: 1,192.53 – 1,210.28

5577 votes

Oct 28, 2026

Category: hard_prompts
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,201.55 rating

Confidence interval: 1,190.57 – 1,212.54

3257 votes

Oct 28, 2026

Category: hard_prompts_english
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,184.79 rating

Confidence interval: 1,171.58 – 1,198.00

2160 votes

Oct 28, 2026

Category: industry_business_and_management_and_financial_operations
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,207.70 rating

Confidence interval: 1,196.33 – 1,219.07

3252 votes

Oct 28, 2026

Category: industry_entertainment_and_sports_and_media
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,245.64 rating

Confidence interval: 1,227.56 – 1,263.72

1177 votes

Oct 28, 2026

Category: industry_legal_and_government
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,228.33 rating

Confidence interval: 1,216.68 – 1,239.98

3316 votes

Oct 28, 2026

Category: industry_life_and_physical_and_social_science
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,215.84 rating

Confidence interval: 1,203.19 – 1,228.50

2133 votes

Oct 28, 2026

Category: industry_mathematical
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,194.48 rating

Confidence interval: 1,175.69 – 1,213.27

1069 votes

Oct 28, 2026

Category: industry_medicine_and_healthcare
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,215.21 rating

Confidence interval: 1,206.00 – 1,224.42

5403 votes

Oct 28, 2026

Category: industry_software_and_it_services
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,223.29 rating

Confidence interval: 1,213.95 – 1,232.63

5386 votes

Oct 28, 2026

Category: industry_writing_and_literature_and_language
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,202.96 rating

Confidence interval: 1,194.85 – 1,211.07

7354 votes

Oct 28, 2026

Category: instruction_following
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / japanesehuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,128.14 rating

Confidence interval: 1,098.81 – 1,157.47

434 votes

Oct 28, 2026

Category: japanese
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / koreanhuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,147.81 rating

Confidence interval: 1,120.63 – 1,175.00

628 votes

Oct 28, 2026

Category: korean
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / longer_queryhuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,224.25 rating

Confidence interval: 1,210.97 – 1,237.54

2130 votes

Oct 28, 2026

Category: longer_query
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / mathhuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,216.03 rating

Confidence interval: 1,204.03 – 1,228.02

2352 votes

Oct 28, 2026

Category: math
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / multi_turnhuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,213.68 rating

Confidence interval: 1,202.23 – 1,225.13

3098 votes

Oct 28, 2026

Category: multi_turn
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / non_englishhuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,205.90 rating

Confidence interval: 1,198.54 – 1,213.26

9367 votes

Oct 28, 2026

Category: non_english
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / overallhuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,224.79 rating

Confidence interval: 1,219.52 – 1,230.06

19659 votes

Oct 28, 2026

Category: overall
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / russianhuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,219.13 rating

Confidence interval: 1,206.55 – 1,231.72

2494 votes

Oct 28, 2026

Category: russian
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Arena text preference / spanishhuman preference · 2026-10-28 · rating

Nemotron-4 340B Instruct

1,195.19 rating

Confidence interval: 1,163.41 – 1,226.97

367 votes

Oct 28, 2026

Category: spanish
Evaluated configuration: Nemotron-4 340B Instruct
Evaluation type: human preference

Run it locally

Inference · memory estimate

Nemotron-4 340B Instruct

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Model license: NVIDIA Open Model