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LongCat-Flash-Chat

Model evaluation

Capability & preference

Human preference · Arena

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

LongCat-Flash-Chat 1422.7 LongCat-Flash-Chat · 95% interval 1416.3–1429.1 · 11,167 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

LongCat-Flash-Chat

1,448.47 rating

Confidence interval: 1,428.34 – 1,468.59

865 votes

Category
chinese
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,465.79 rating

Confidence interval: 1,453.22 – 1,478.37

2208 votes

Category
coding
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,346.13 rating

Confidence interval: 1,330.25 – 1,362.01

1348 votes

Category
creative_writing
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,439.15 rating

Confidence interval: 1,430.48 – 1,447.82

4727 votes

Category
english
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,411.80 rating

Confidence interval: 1,403.10 – 1,420.49

7908 votes

Category
exclude_ties
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,444.45 rating

Confidence interval: 1,418.78 – 1,470.12

520 votes

Category
expert
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,456.15 rating

Confidence interval: 1,412.78 – 1,499.51

184 votes

Category
french
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,407.71 rating

Confidence interval: 1,373.05 – 1,442.36

298 votes

Category
german
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,432.85 rating

Confidence interval: 1,424.65 – 1,441.05

5520 votes

Category
hard_prompts
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,444.78 rating

Confidence interval: 1,432.83 – 1,456.74

2418 votes

Category
hard_prompts_english
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,428.09 rating

Confidence interval: 1,415.31 – 1,440.87

2147 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,359.88 rating

Confidence interval: 1,346.88 – 1,372.88

1932 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,417.39 rating

Confidence interval: 1,396.44 – 1,438.34

777 votes

Category
industry_legal_and_government
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,424.64 rating

Confidence interval: 1,410.30 – 1,438.99

1679 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,440.90 rating

Confidence interval: 1,416.51 – 1,465.29

543 votes

Category
industry_mathematical
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,458.68 rating

Confidence interval: 1,435.42 – 1,481.93

662 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,457.69 rating

Confidence interval: 1,448.04 – 1,467.33

3811 votes

Category
industry_software_and_it_services
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,367.84 rating

Confidence interval: 1,356.05 – 1,379.62

2469 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,397.61 rating

Confidence interval: 1,386.85 – 1,408.36

2942 votes

Category
instruction_following
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / japanesehuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,332.92 rating

Confidence interval: 1,292.40 – 1,373.45

190 votes

Category
japanese
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,358.03 rating

Confidence interval: 1,324.81 – 1,391.24

304 votes

Category
korean
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,390.95 rating

Confidence interval: 1,378.94 – 1,402.95

2353 votes

Category
longer_query
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,441.39 rating

Confidence interval: 1,419.60 – 1,463.18

686 votes

Category
math
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,402.60 rating

Confidence interval: 1,389.41 – 1,415.79

1966 votes

Category
multi_turn
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,403.73 rating

Confidence interval: 1,396.04 – 1,411.41

6440 votes

Category
non_english
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,422.72 rating

Confidence interval: 1,416.33 – 1,429.11

11167 votes

Category
overall
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / polishhuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,405.35 rating

Confidence interval: 1,382.66 – 1,428.04

659 votes

Category
polish
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,395.66 rating

Confidence interval: 1,376.18 – 1,415.14

846 votes

Category
russian
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating

LongCat-Flash-Chat

1,444.98 rating

Confidence interval: 1,414.79 – 1,475.17

402 votes

Category
spanish
Evaluated configuration
LongCat-Flash-Chat
Evaluation type
human preference

Run it locally

Inference · memory estimate

LongCat-Flash-Chat

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Model license
MIT