snowflake-arctic-instruct
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AI modelssnowflake-arctic-instruct
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 · 2026-10-15 · rating
snowflake-arctic-instruct
1,067.07 rating
Confidence interval: 1,053.35 – 1,080.79
3128 votes
- Category
- chinese
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,089.23 rating
Confidence interval: 1,078.06 – 1,100.40
5734 votes
- Category
- coding
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,080.78 rating
Confidence interval: 1,068.79 – 1,092.76
4777 votes
- Category
- creative_writing
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,121.54 rating
Confidence interval: 1,114.08 – 1,129.00
20419 votes
- Category
- english
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
927.18 rating
Confidence interval: 917.66 – 936.69
21547 votes
- Category
- exclude_ties
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,028.11 rating
Confidence interval: 1,010.96 – 1,045.26
1722 votes
- Category
- expert
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,131.79 rating
Confidence interval: 1,101.30 – 1,162.29
527 votes
- Category
- french
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,073.61 rating
Confidence interval: 1,051.08 – 1,096.14
947 votes
- Category
- german
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,071.37 rating
Confidence interval: 1,062.29 – 1,080.45
9592 votes
- Category
- hard_prompts
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,087.91 rating
Confidence interval: 1,077.16 – 1,098.67
6488 votes
- Category
- hard_prompts_english
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,031.46 rating
Confidence interval: 1,018.03 – 1,044.89
3261 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,068.82 rating
Confidence interval: 1,056.96 – 1,080.68
4657 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,091.07 rating
Confidence interval: 1,072.73 – 1,109.41
1535 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,081.76 rating
Confidence interval: 1,070.14 – 1,093.38
5411 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,097.32 rating
Confidence interval: 1,085.32 – 1,109.31
4220 votes
- Category
- industry_mathematical
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,063.26 rating
Confidence interval: 1,044.40 – 1,082.12
1626 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,087.39 rating
Confidence interval: 1,077.69 – 1,097.09
9209 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,100.88 rating
Confidence interval: 1,090.88 – 1,110.87
7241 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,065.96 rating
Confidence interval: 1,057.53 – 1,074.39
11736 votes
- Category
- instruction_following
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
969.42 rating
Confidence interval: 944.12 – 994.72
667 votes
- Category
- japanese
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
939.59 rating
Confidence interval: 910.53 – 968.65
547 votes
- Category
- korean
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
999.02 rating
Confidence interval: 984.81 – 1,013.23
2793 votes
- Category
- longer_query
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,108.61 rating
Confidence interval: 1,097.34 – 1,119.89
4793 votes
- Category
- math
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,072.20 rating
Confidence interval: 1,059.68 – 1,084.72
3963 votes
- Category
- multi_turn
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,074.15 rating
Confidence interval: 1,065.97 – 1,082.33
12413 votes
- Category
- non_english
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,100.94 rating
Confidence interval: 1,095.06 – 1,106.81
32832 votes
- Category
- overall
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,103.39 rating
Confidence interval: 1,090.11 – 1,116.67
2784 votes
- Category
- russian
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating
snowflake-arctic-instruct
1,088.04 rating
Confidence interval: 1,057.65 – 1,118.43
500 votes
- Category
- spanish
- Evaluated configuration
- snowflake-arctic-instruct
- Evaluation type
- human preference
Run it locally
Capabilities
- Model license
- Apache 2.0
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