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AI models
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dbrx-instruct-preview

Model evaluation

Capability & preference

Human preference · Arena

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

dbrx-instruct-preview 1118.8 dbrx-instruct-preview · 95% interval 1112.8–1124.9 · 32,191 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

dbrx-instruct-preview

1,067.81 rating

Confidence interval: 1,054.73 – 1,080.88

5019 votes

Category
chinese
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,131.57 rating

Confidence interval: 1,120.71 – 1,142.43

5502 votes

Category
coding
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,104.09 rating

Confidence interval: 1,092.54 – 1,115.65

4808 votes

Category
creative_writing
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,155.01 rating

Confidence interval: 1,147.44 – 1,162.58

18053 votes

Category
english
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating

dbrx-instruct-preview

958.69 rating

Confidence interval: 949.43 – 967.96

21404 votes

Category
exclude_ties
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,075.93 rating

Confidence interval: 1,059.76 – 1,092.10

1678 votes

Category
expert
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,096.06 rating

Confidence interval: 1,065.60 – 1,126.52

538 votes

Category
french
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,057.36 rating

Confidence interval: 1,033.97 – 1,080.74

742 votes

Category
german
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,112.84 rating

Confidence interval: 1,103.86 – 1,121.83

8865 votes

Category
hard_prompts
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,137.50 rating

Confidence interval: 1,126.80 – 1,148.21

5516 votes

Category
hard_prompts_english
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,072.09 rating

Confidence interval: 1,058.82 – 1,085.35

3376 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,098.78 rating

Confidence interval: 1,087.43 – 1,110.12

4630 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,104.29 rating

Confidence interval: 1,087.49 – 1,121.08

1748 votes

Category
industry_legal_and_government
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,099.88 rating

Confidence interval: 1,088.23 – 1,111.52

5642 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,130.99 rating

Confidence interval: 1,118.88 – 1,143.09

3599 votes

Category
industry_mathematical
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,067.85 rating

Confidence interval: 1,050.16 – 1,085.55

1705 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,116.48 rating

Confidence interval: 1,107.21 – 1,125.75

9343 votes

Category
industry_software_and_it_services
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,121.49 rating

Confidence interval: 1,111.75 – 1,131.24

7999 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,111.44 rating

Confidence interval: 1,103.02 – 1,119.86

11274 votes

Category
instruction_following
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating

dbrx-instruct-preview

989.51 rating

Confidence interval: 958.65 – 1,020.37

426 votes

Category
japanese
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating

dbrx-instruct-preview

992.84 rating

Confidence interval: 961.76 – 1,023.92

442 votes

Category
korean
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,111.34 rating

Confidence interval: 1,098.94 – 1,123.74

3489 votes

Category
longer_query
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,144.98 rating

Confidence interval: 1,133.51 – 1,156.45

4001 votes

Category
math
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,111.00 rating

Confidence interval: 1,099.31 – 1,122.68

4918 votes

Category
multi_turn
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,071.22 rating

Confidence interval: 1,063.30 – 1,079.14

14138 votes

Category
non_english
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,118.83 rating

Confidence interval: 1,112.78 – 1,124.88

32191 votes

Category
overall
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,077.94 rating

Confidence interval: 1,064.96 – 1,090.91

3044 votes

Category
russian
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating

dbrx-instruct-preview

1,063.92 rating

Confidence interval: 1,031.08 – 1,096.76

404 votes

Category
spanish
Evaluated configuration
dbrx-instruct-preview
Evaluation type
human preference

Run it locally

Inference · memory estimate

dbrx-instruct-preview

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Model license
DBRX LICENSE