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Beam 1.0 501B A23B

AI model Released

Context window
1,048,576 tokens
Maximum output
131,072 tokens
Open weights
Yes

Capability & preference

Human preference · Arena

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

Beam 1.0 501B A23B 1425.4 Beam 1.0 501B A23B · 95% interval 1416.1–1434.7 · 4,233 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

Beam 1.0 501B A23B

1,426.01 rating

Confidence interval: 1,384.75 – 1,467.26

208 votes

Category
chinese
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,474.08 rating

Confidence interval: 1,456.20 – 1,491.97

1017 votes

Category
coding
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,390.47 rating

Confidence interval: 1,370.43 – 1,410.50

951 votes

Category
creative_writing
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,436.74 rating

Confidence interval: 1,422.07 – 1,451.41

1586 votes

Category
english
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,415.50 rating

Confidence interval: 1,402.97 – 1,428.03

3141 votes

Category
exclude_ties
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,447.40 rating

Confidence interval: 1,418.70 – 1,476.10

389 votes

Category
expert
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,461.29 rating

Confidence interval: 1,422.76 – 1,499.83

257 votes

Category
french
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,441.92 rating

Confidence interval: 1,430.33 – 1,453.51

2666 votes

Category
hard_prompts
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,452.39 rating

Confidence interval: 1,434.20 – 1,470.57

1043 votes

Category
hard_prompts_english
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,429.15 rating

Confidence interval: 1,407.61 – 1,450.70

739 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,399.02 rating

Confidence interval: 1,381.20 – 1,416.84

1202 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,430.55 rating

Confidence interval: 1,398.70 – 1,462.40

341 votes

Category
industry_legal_and_government
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,432.58 rating

Confidence interval: 1,409.48 – 1,455.68

680 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,476.17 rating

Confidence interval: 1,440.59 – 1,511.75

254 votes

Category
industry_mathematical
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,376.46 rating

Confidence interval: 1,341.71 – 1,411.21

307 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,461.33 rating

Confidence interval: 1,446.11 – 1,476.55

1452 votes

Category
industry_software_and_it_services
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,399.59 rating

Confidence interval: 1,382.61 – 1,416.56

1294 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,430.83 rating

Confidence interval: 1,415.79 – 1,445.88

1553 votes

Category
instruction_following
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,429.60 rating

Confidence interval: 1,415.49 – 1,443.71

1892 votes

Category
longer_query
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,463.03 rating

Confidence interval: 1,427.43 – 1,498.62

239 votes

Category
math
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,417.03 rating

Confidence interval: 1,394.10 – 1,439.95

683 votes

Category
multi_turn
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,412.25 rating

Confidence interval: 1,400.61 – 1,423.88

2647 votes

Category
non_english
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,425.37 rating

Confidence interval: 1,416.08 – 1,434.66

4233 votes

Category
overall
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating

Beam 1.0 501B A23B

1,409.81 rating

Confidence interval: 1,385.88 – 1,433.73

634 votes

Category
russian
Evaluated configuration
Beam 1.0 501B A23B
Evaluation type
human preference

Run it locally

Inference · memory estimate

Beam 1.0 501B A23B

Not enough verified architecture information for a reliable VRAM estimate.

API cost

USD / month

Standard text-token estimate. Excludes taxes, caching, batch discounts, reasoning and multimodal surcharges. Provider limits and regional availability may differ.

Beam 1.0 501B A23B

Capabilities

Context window
1,048,576 tokens
Maximum output
131,072 tokens
Reasoning
Yes
Tool calling
Yes
Open weights
Yes
Knowledge cutoff
2026-06-30
Model license
Apache-2.0

Input modalities

  • text

Output modalities

  • text