GeekRadar / The comparison desk
COMPARE.
AI models
ant-group

ring-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.

ring-flash-2.0 1333.9 ring-flash-2.0 · 95% interval 1326.7–1341.1 · 6,990 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

ring-flash-2.0

1,398.55 rating

Confidence interval: 1,371.96 – 1,425.14

442 votes

Category
chinese
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating

ring-flash-2.0

1,366.45 rating

Confidence interval: 1,351.59 – 1,381.31

1507 votes

Category
coding
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating

ring-flash-2.0

1,270.55 rating

Confidence interval: 1,250.90 – 1,290.20

889 votes

Category
creative_writing
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating

ring-flash-2.0

1,367.15 rating

Confidence interval: 1,356.70 – 1,377.60

3062 votes

Category
english
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating

ring-flash-2.0

1,285.60 rating

Confidence interval: 1,275.39 – 1,295.80

4962 votes

Category
exclude_ties
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-15 · rating

ring-flash-2.0

1,342.98 rating

Confidence interval: 1,312.27 – 1,373.68

359 votes

Category
expert
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating

ring-flash-2.0

1,344.51 rating

Confidence interval: 1,334.68 – 1,354.33

3544 votes

Category
hard_prompts
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating

ring-flash-2.0

1,377.48 rating

Confidence interval: 1,362.98 – 1,391.98

1596 votes

Category
hard_prompts_english
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating

ring-flash-2.0

1,329.11 rating

Confidence interval: 1,313.00 – 1,345.22

1319 votes

Category
industry_business_and_management_and_financial_operations
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating

ring-flash-2.0

1,286.69 rating

Confidence interval: 1,270.47 – 1,302.92

1258 votes

Category
industry_entertainment_and_sports_and_media
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating

ring-flash-2.0

1,307.84 rating

Confidence interval: 1,279.11 – 1,336.57

430 votes

Category
industry_legal_and_government
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating

ring-flash-2.0

1,343.38 rating

Confidence interval: 1,325.30 – 1,361.45

1081 votes

Category
industry_life_and_physical_and_social_science
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating

ring-flash-2.0

1,365.22 rating

Confidence interval: 1,335.23 – 1,395.22

365 votes

Category
industry_mathematical
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating

ring-flash-2.0

1,334.26 rating

Confidence interval: 1,303.72 – 1,364.81

379 votes

Category
industry_medicine_and_healthcare
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating

ring-flash-2.0

1,365.84 rating

Confidence interval: 1,354.24 – 1,377.44

2498 votes

Category
industry_software_and_it_services
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating

ring-flash-2.0

1,296.99 rating

Confidence interval: 1,281.82 – 1,312.16

1495 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating

ring-flash-2.0

1,313.63 rating

Confidence interval: 1,300.21 – 1,327.06

1874 votes

Category
instruction_following
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating

ring-flash-2.0

1,265.25 rating

Confidence interval: 1,225.02 – 1,305.48

232 votes

Category
korean
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating

ring-flash-2.0

1,321.00 rating

Confidence interval: 1,305.11 – 1,336.89

1363 votes

Category
longer_query
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating

ring-flash-2.0

1,348.85 rating

Confidence interval: 1,321.97 – 1,375.73

448 votes

Category
math
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating

ring-flash-2.0

1,287.47 rating

Confidence interval: 1,269.70 – 1,305.25

1147 votes

Category
multi_turn
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating

ring-flash-2.0

1,299.65 rating

Confidence interval: 1,290.26 – 1,309.04

3928 votes

Category
non_english
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating

ring-flash-2.0

1,333.89 rating

Confidence interval: 1,326.68 – 1,341.10

6990 votes

Category
overall
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating

ring-flash-2.0

1,274.00 rating

Confidence interval: 1,243.44 – 1,304.57

367 votes

Category
polish
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating

ring-flash-2.0

1,244.50 rating

Confidence interval: 1,218.43 – 1,270.57

494 votes

Category
russian
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating

ring-flash-2.0

1,384.70 rating

Confidence interval: 1,350.43 – 1,418.98

307 votes

Category
spanish
Evaluated configuration
ring-flash-2.0
Evaluation type
human preference

Run it locally

Inference · memory estimate

ring-flash-2.0

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Model license
MIT