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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 · 2026-10-15

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

nemotron-4-340b-instruct

1,213.78 rating

Confidence interval: 1,200.51 – 1,227.05

2402 votes

Category
chinese
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,209.06 rating

Confidence interval: 1,197.81 – 1,220.32

3254 votes

Category
coding
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,202.39 rating

Confidence interval: 1,190.79 – 1,214.00

3152 votes

Category
creative_writing
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,236.45 rating

Confidence interval: 1,229.26 – 1,243.64

10292 votes

Category
english
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,122.10 rating

Confidence interval: 1,113.79 – 1,130.40

12726 votes

Category
exclude_ties
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,171.07 rating

Confidence interval: 1,152.33 – 1,189.80

1027 votes

Category
expert
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,196.55 rating

Confidence interval: 1,162.27 – 1,230.82

357 votes

Category
french
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,191.91 rating

Confidence interval: 1,168.70 – 1,215.11

703 votes

Category
german
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,201.39 rating

Confidence interval: 1,192.52 – 1,210.27

5577 votes

Category
hard_prompts
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,201.44 rating

Confidence interval: 1,190.45 – 1,212.43

3257 votes

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 · 2026-10-15 · rating

nemotron-4-340b-instruct

1,184.83 rating

Confidence interval: 1,171.62 – 1,198.04

2160 votes

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 · 2026-10-15 · rating

nemotron-4-340b-instruct

1,207.76 rating

Confidence interval: 1,196.39 – 1,219.13

3252 votes

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 · 2026-10-15 · rating

nemotron-4-340b-instruct

1,245.39 rating

Confidence interval: 1,227.31 – 1,263.47

1177 votes

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 · 2026-10-15 · rating

nemotron-4-340b-instruct

1,228.31 rating

Confidence interval: 1,216.65 – 1,239.96

3316 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,215.84 rating

Confidence interval: 1,203.18 – 1,228.49

2133 votes

Category
industry_mathematical
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,194.54 rating

Confidence interval: 1,175.74 – 1,213.33

1069 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,215.29 rating

Confidence interval: 1,206.09 – 1,224.50

5403 votes

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 · 2026-10-15 · rating

nemotron-4-340b-instruct

1,223.36 rating

Confidence interval: 1,214.02 – 1,232.70

5386 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,202.97 rating

Confidence interval: 1,194.86 – 1,211.08

7354 votes

Category
instruction_following
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,127.97 rating

Confidence interval: 1,098.69 – 1,157.26

434 votes

Category
japanese
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,147.85 rating

Confidence interval: 1,120.69 – 1,175.02

628 votes

Category
korean
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,224.30 rating

Confidence interval: 1,211.00 – 1,237.59

2130 votes

Category
longer_query
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,215.99 rating

Confidence interval: 1,203.99 – 1,227.98

2352 votes

Category
math
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,213.68 rating

Confidence interval: 1,202.22 – 1,225.13

3098 votes

Category
multi_turn
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,205.99 rating

Confidence interval: 1,198.64 – 1,213.35

9367 votes

Category
non_english
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,224.78 rating

Confidence interval: 1,219.50 – 1,230.05

19659 votes

Category
overall
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,219.29 rating

Confidence interval: 1,206.70 – 1,231.88

2494 votes

Category
russian
Evaluated configuration
nemotron-4-340b-instruct
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating

nemotron-4-340b-instruct

1,195.11 rating

Confidence interval: 1,163.30 – 1,226.92

367 votes

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