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 · 2026-10-15 · rating
ling-flash-2.0
1,417.75 rating
Confidence interval: 1,390.58 – 1,444.92
454 votes
- Category
- chinese
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating
ling-flash-2.0
1,388.93 rating
Confidence interval: 1,374.42 – 1,403.45
1542 votes
- Category
- coding
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating
ling-flash-2.0
1,287.14 rating
Confidence interval: 1,267.08 – 1,307.20
852 votes
- Category
- creative_writing
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating
ling-flash-2.0
1,385.91 rating
Confidence interval: 1,375.52 – 1,396.30
3041 votes
- Category
- english
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating
ling-flash-2.0
1,323.53 rating
Confidence interval: 1,313.37 – 1,333.69
4888 votes
- Category
- exclude_ties
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / experthuman preference · 2026-10-15 · rating
ling-flash-2.0
1,354.70 rating
Confidence interval: 1,325.01 – 1,384.39
354 votes
- Category
- expert
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating
ling-flash-2.0
1,362.82 rating
Confidence interval: 1,352.99 – 1,372.66
3459 votes
- Category
- hard_prompts
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating
ling-flash-2.0
1,387.39 rating
Confidence interval: 1,373.12 – 1,401.66
1605 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 · 2026-10-15 · rating
ling-flash-2.0
1,357.51 rating
Confidence interval: 1,341.39 – 1,373.64
1318 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 · 2026-10-15 · rating
ling-flash-2.0
1,294.63 rating
Confidence interval: 1,277.97 – 1,311.28
1201 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 · 2026-10-15 · rating
ling-flash-2.0
1,363.17 rating
Confidence interval: 1,335.50 – 1,390.85
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 · 2026-10-15 · rating
ling-flash-2.0
1,381.58 rating
Confidence interval: 1,363.49 – 1,399.68
1010 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 · 2026-10-15 · rating
ling-flash-2.0
1,368.20 rating
Confidence interval: 1,339.97 – 1,396.42
380 votes
- Category
- industry_mathematical
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating
ling-flash-2.0
1,358.20 rating
Confidence interval: 1,328.12 – 1,388.27
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 · 2026-10-15 · rating
ling-flash-2.0
1,400.29 rating
Confidence interval: 1,388.77 – 1,411.81
2514 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 · 2026-10-15 · rating
ling-flash-2.0
1,295.39 rating
Confidence interval: 1,280.17 – 1,310.61
1475 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
ling-flash-2.0
1,318.69 rating
Confidence interval: 1,305.30 – 1,332.07
1839 votes
- Category
- instruction_following
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating
ling-flash-2.0
1,333.16 rating
Confidence interval: 1,295.49 – 1,370.84
239 votes
- Category
- korean
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating
ling-flash-2.0
1,324.63 rating
Confidence interval: 1,308.74 – 1,340.52
1287 votes
- Category
- longer_query
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
ling-flash-2.0
1,363.96 rating
Confidence interval: 1,337.43 – 1,390.50
452 votes
- Category
- math
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
ling-flash-2.0
1,322.62 rating
Confidence interval: 1,305.13 – 1,340.12
1117 votes
- Category
- multi_turn
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
ling-flash-2.0
1,334.88 rating
Confidence interval: 1,325.53 – 1,344.23
3906 votes
- Category
- non_english
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
ling-flash-2.0
1,361.17 rating
Confidence interval: 1,353.96 – 1,368.37
6947 votes
- Category
- overall
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating
ling-flash-2.0
1,311.50 rating
Confidence interval: 1,278.37 – 1,344.64
326 votes
- Category
- polish
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating
ling-flash-2.0
1,306.95 rating
Confidence interval: 1,280.96 – 1,332.94
477 votes
- Category
- russian
- Evaluated configuration
- ling-flash-2.0
- Evaluation type
- human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating
ling-flash-2.0
1,404.87 rating
Confidence interval: 1,368.90 – 1,440.84
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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