Ling-flash-2.0
Not enough verified architecture information for a reliable VRAM estimate.
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AI modelsLing-flash-2.0
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 · 2026-10-28 · rating
Ling-flash-2.0
1,417.64 rating
Confidence interval: 1,390.47 – 1,444.80
454 votes
- Category
- chinese
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,389.02 rating
Confidence interval: 1,374.51 – 1,403.54
1543 votes
- Category
- coding
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,287.16 rating
Confidence interval: 1,267.08 – 1,307.24
853 votes
- Category
- creative_writing
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,385.82 rating
Confidence interval: 1,375.44 – 1,396.20
3045 votes
- Category
- english
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,323.47 rating
Confidence interval: 1,313.31 – 1,333.63
4894 votes
- Category
- exclude_ties
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,353.66 rating
Confidence interval: 1,323.89 – 1,383.43
354 votes
- Category
- expert
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,362.74 rating
Confidence interval: 1,352.91 – 1,372.57
3462 votes
- Category
- hard_prompts
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,387.30 rating
Confidence interval: 1,373.03 – 1,401.56
1606 votes
- Category
- hard_prompts_english
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,357.14 rating
Confidence interval: 1,341.03 – 1,373.24
1320 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,294.70 rating
Confidence interval: 1,278.04 – 1,311.37
1202 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,363.39 rating
Confidence interval: 1,335.72 – 1,391.06
417 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,381.49 rating
Confidence interval: 1,363.40 – 1,399.57
1012 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,368.17 rating
Confidence interval: 1,339.80 – 1,396.54
378 votes
- Category
- industry_mathematical
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,358.11 rating
Confidence interval: 1,328.04 – 1,388.18
356 votes
- Category
- industry_medicine_and_healthcare
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,400.34 rating
Confidence interval: 1,388.83 – 1,411.85
2516 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,295.28 rating
Confidence interval: 1,280.07 – 1,310.50
1478 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,318.35 rating
Confidence interval: 1,304.95 – 1,331.75
1838 votes
- Category
- instruction_following
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,333.00 rating
Confidence interval: 1,295.38 – 1,370.63
241 votes
- Category
- korean
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,324.11 rating
Confidence interval: 1,308.24 – 1,339.98
1290 votes
- Category
- longer_query
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,363.98 rating
Confidence interval: 1,337.33 – 1,390.62
450 votes
- Category
- math
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,323.01 rating
Confidence interval: 1,305.52 – 1,340.50
1118 votes
- Category
- multi_turn
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,334.86 rating
Confidence interval: 1,325.50 – 1,344.21
3907 votes
- Category
- non_english
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,361.11 rating
Confidence interval: 1,353.90 – 1,368.32
6952 votes
- Category
- overall
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,311.45 rating
Confidence interval: 1,278.32 – 1,344.59
326 votes
- Category
- polish
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,307.57 rating
Confidence interval: 1,281.45 – 1,333.69
475 votes
- Category
- russian
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating
Ling-flash-2.0
1,404.99 rating
Confidence interval: 1,369.02 – 1,440.95
277 votes
- Category
- spanish
- Evaluated configuration
- Ling-flash-2.0
- Evaluation type
- human preference
Run it locally
Capabilities
- Model license
- MIT
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