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AI models

tencent

Hy3

AI model Released Jul 6, 2026

Context window: 256,000 tokens
Maximum output: 128,000 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.

Hy3 1439.1 Hy3 · 95% interval 1433.2–1444.9 · 13,840 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.

Test version

Arena text preference / chinesehuman preference · 2026-10-28 · rating

Hy3

1,481.01 rating

Confidence interval: 1,462.76 – 1,499.26

1065 votes

Oct 28, 2026

Category: chinese
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / codinghuman preference · 2026-10-28 · rating

Hy3

1,466.36 rating

Confidence interval: 1,456.49 – 1,476.22

3772 votes

Oct 28, 2026

Category: coding
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / creative_writinghuman preference · 2026-10-28 · rating

Hy3

1,406.98 rating

Confidence interval: 1,395.16 – 1,418.81

2750 votes

Oct 28, 2026

Category: creative_writing
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / englishhuman preference · 2026-10-28 · rating

Hy3

1,446.64 rating

Confidence interval: 1,438.26 – 1,455.03

5260 votes

Oct 28, 2026

Category: english
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating

Hy3

1,433.19 rating

Confidence interval: 1,425.49 – 1,440.90

10169 votes

Oct 28, 2026

Category: exclude_ties
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / experthuman preference · 2026-10-28 · rating

Hy3

1,457.18 rating

Confidence interval: 1,441.82 – 1,472.54

1462 votes

Oct 28, 2026

Category: expert
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / frenchhuman preference · 2026-10-28 · rating

Hy3

1,447.21 rating

Confidence interval: 1,420.93 – 1,473.49

567 votes

Oct 28, 2026

Category: french
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / germanhuman preference · 2026-10-28 · rating

Hy3

1,436.88 rating

Confidence interval: 1,401.95 – 1,471.81

252 votes

Oct 28, 2026

Category: german
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / hard_promptshuman preference · 2026-10-28 · rating

Hy3

1,447.99 rating

Confidence interval: 1,441.09 – 1,454.89

9155 votes

Oct 28, 2026

Category: hard_prompts
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating

Hy3

1,453.65 rating

Confidence interval: 1,443.52 – 1,463.77

3521 votes

Oct 28, 2026

Category: hard_prompts_english
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating

Hy3

1,424.68 rating

Confidence interval: 1,412.83 – 1,436.53

2580 votes

Oct 28, 2026

Category: industry_business_and_management_and_financial_operations
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating

Hy3

1,404.42 rating

Confidence interval: 1,393.80 – 1,415.04

3427 votes

Oct 28, 2026

Category: industry_entertainment_and_sports_and_media
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating

Hy3

1,425.54 rating

Confidence interval: 1,407.13 – 1,443.96

1068 votes

Oct 28, 2026

Category: industry_legal_and_government
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating

Hy3

1,456.73 rating

Confidence interval: 1,444.07 – 1,469.39

2173 votes

Oct 28, 2026

Category: industry_life_and_physical_and_social_science
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating

Hy3

1,483.46 rating

Confidence interval: 1,463.21 – 1,503.72

815 votes

Oct 28, 2026

Category: industry_mathematical
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating

Hy3

1,449.39 rating

Confidence interval: 1,429.53 – 1,469.26

891 votes

Oct 28, 2026

Category: industry_medicine_and_healthcare
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating

Hy3

1,464.08 rating

Confidence interval: 1,455.76 – 1,472.40

5452 votes

Oct 28, 2026

Category: industry_software_and_it_services
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating

Hy3

1,418.61 rating

Confidence interval: 1,408.50 – 1,428.72

3681 votes

Oct 28, 2026

Category: industry_writing_and_literature_and_language
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating

Hy3

1,428.68 rating

Confidence interval: 1,419.88 – 1,437.47

4968 votes

Oct 28, 2026

Category: instruction_following
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / japanesehuman preference · 2026-10-28 · rating

Hy3

1,394.46 rating

Confidence interval: 1,356.45 – 1,432.47

253 votes

Oct 28, 2026

Category: japanese
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / koreanhuman preference · 2026-10-28 · rating

Hy3

1,397.71 rating

Confidence interval: 1,363.50 – 1,431.92

288 votes

Oct 28, 2026

Category: korean
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / longer_queryhuman preference · 2026-10-28 · rating

Hy3

1,443.66 rating

Confidence interval: 1,435.48 – 1,451.84

6210 votes

Oct 28, 2026

Category: longer_query
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / mathhuman preference · 2026-10-28 · rating

Hy3

1,476.72 rating

Confidence interval: 1,455.41 – 1,498.03

732 votes

Oct 28, 2026

Category: math
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / multi_turnhuman preference · 2026-10-28 · rating

Hy3

1,435.08 rating

Confidence interval: 1,422.23 – 1,447.93

2242 votes

Oct 28, 2026

Category: multi_turn
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / non_englishhuman preference · 2026-10-28 · rating

Hy3

1,427.75 rating

Confidence interval: 1,420.76 – 1,434.73

8577 votes

Oct 28, 2026

Category: non_english
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / overallhuman preference · 2026-10-28 · rating

Hy3

1,439.07 rating

Confidence interval: 1,433.20 – 1,444.93

13840 votes

Oct 28, 2026

Category: overall
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / polishhuman preference · 2026-10-28 · rating

Hy3

1,444.23 rating

Confidence interval: 1,409.32 – 1,479.13

262 votes

Oct 28, 2026

Category: polish
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / russianhuman preference · 2026-10-28 · rating

Hy3

1,439.42 rating

Confidence interval: 1,425.16 – 1,453.69

1733 votes

Oct 28, 2026

Category: russian
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / spanishhuman preference · 2026-10-28 · rating

Hy3

1,457.69 rating

Confidence interval: 1,431.48 – 1,483.90

499 votes

Oct 28, 2026

Category: spanish
Evaluated configuration: Hy3
Evaluation type: human preference

Arena text preference / chinesehuman preference · 2026-10-15 · rating

Hy3

1,487.48 rating

Confidence interval: 1,467.92 – 1,507.04

928 votes

Oct 15, 2026

Category: chinese
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / codinghuman preference · 2026-10-15 · rating

Hy3

1,465.31 rating

Confidence interval: 1,454.87 – 1,475.74

3329 votes

Oct 15, 2026

Category: coding
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / creative_writinghuman preference · 2026-10-15 · rating

Hy3

1,401.96 rating

Confidence interval: 1,389.46 – 1,414.46

2429 votes

Oct 15, 2026

Category: creative_writing
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / englishhuman preference · 2026-10-15 · rating

Hy3

1,447.34 rating

Confidence interval: 1,438.53 – 1,456.15

4659 votes

Oct 15, 2026

Category: english
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating

Hy3

1,432.15 rating

Confidence interval: 1,424.08 – 1,440.21

8990 votes

Oct 15, 2026

Category: exclude_ties
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / experthuman preference · 2026-10-15 · rating

Hy3

1,459.84 rating

Confidence interval: 1,443.56 – 1,476.11

1305 votes

Oct 15, 2026

Category: expert
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / frenchhuman preference · 2026-10-15 · rating

Hy3

1,454.22 rating

Confidence interval: 1,425.98 – 1,482.47

483 votes

Oct 15, 2026

Category: french
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / germanhuman preference · 2026-10-15 · rating

Hy3

1,446.68 rating

Confidence interval: 1,409.98 – 1,483.37

223 votes

Oct 15, 2026

Category: german
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / hard_promptshuman preference · 2026-10-15 · rating

Hy3

1,447.24 rating

Confidence interval: 1,440.01 – 1,454.46

8110 votes

Oct 15, 2026

Category: hard_prompts
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating

Hy3

1,453.13 rating

Confidence interval: 1,442.42 – 1,463.84

3126 votes

Oct 15, 2026

Category: hard_prompts_english
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating

Hy3

1,422.91 rating

Confidence interval: 1,410.33 – 1,435.49

2302 votes

Oct 15, 2026

Category: industry_business_and_management_and_financial_operations
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating

Hy3

1,398.15 rating

Confidence interval: 1,386.87 – 1,409.44

3012 votes

Oct 15, 2026

Category: industry_entertainment_and_sports_and_media
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating

Hy3

1,419.95 rating

Confidence interval: 1,400.36 – 1,439.55

940 votes

Oct 15, 2026

Category: industry_legal_and_government
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating

Hy3

1,459.86 rating

Confidence interval: 1,446.41 – 1,473.32

1929 votes

Oct 15, 2026

Category: industry_life_and_physical_and_social_science
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating

Hy3

1,480.50 rating

Confidence interval: 1,458.94 – 1,502.05

723 votes

Oct 15, 2026

Category: industry_mathematical
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating

Hy3

1,454.58 rating

Confidence interval: 1,433.43 – 1,475.73

787 votes

Oct 15, 2026

Category: industry_medicine_and_healthcare
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating

Hy3

1,463.08 rating

Confidence interval: 1,454.33 – 1,471.82

4830 votes

Oct 15, 2026

Category: industry_software_and_it_services
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating

Hy3

1,414.12 rating

Confidence interval: 1,403.43 – 1,424.82

3247 votes

Oct 15, 2026

Category: industry_writing_and_literature_and_language
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating

Hy3

1,425.85 rating

Confidence interval: 1,416.63 – 1,435.08

4417 votes

Oct 15, 2026

Category: instruction_following
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / japanesehuman preference · 2026-10-15 · rating

Hy3

1,396.34 rating

Confidence interval: 1,355.81 – 1,436.86

221 votes

Oct 15, 2026

Category: japanese
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / koreanhuman preference · 2026-10-15 · rating

Hy3

1,397.33 rating

Confidence interval: 1,360.89 – 1,433.78

262 votes

Oct 15, 2026

Category: korean
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / longer_queryhuman preference · 2026-10-15 · rating

Hy3

1,440.67 rating

Confidence interval: 1,432.10 – 1,449.24

5528 votes

Oct 15, 2026

Category: longer_query
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / mathhuman preference · 2026-10-15 · rating

Hy3

1,470.85 rating

Confidence interval: 1,448.47 – 1,493.24

662 votes

Oct 15, 2026

Category: math
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / multi_turnhuman preference · 2026-10-15 · rating

Hy3

1,434.68 rating

Confidence interval: 1,421.01 – 1,448.35

1965 votes

Oct 15, 2026

Category: multi_turn
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / non_englishhuman preference · 2026-10-15 · rating

Hy3

1,426.29 rating

Confidence interval: 1,418.96 – 1,433.63

7548 votes

Oct 15, 2026

Category: non_english
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / overallhuman preference · 2026-10-15 · rating

Hy3

1,438.00 rating

Confidence interval: 1,431.87 – 1,444.13

12208 votes

Oct 15, 2026

Category: overall
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / polishhuman preference · 2026-10-15 · rating

Hy3

1,449.91 rating

Confidence interval: 1,413.29 – 1,486.52

236 votes

Oct 15, 2026

Category: polish
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / russianhuman preference · 2026-10-15 · rating

Hy3

1,431.22 rating

Confidence interval: 1,415.95 – 1,446.50

1516 votes

Oct 15, 2026

Category: russian
Evaluated configuration: hy3
Evaluation type: human preference

Arena text preference / spanishhuman preference · 2026-10-15 · rating

Hy3

1,457.74 rating

Confidence interval: 1,429.86 – 1,485.61

437 votes

Oct 15, 2026

Category: spanish
Evaluated configuration: hy3
Evaluation type: human preference

Run it locally

Inference · memory estimate

Hy3

Not enough verified architecture information for a reliable VRAM estimate.

API cost

USD / month

Input tokens / monthOutput tokens / month

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

Hy3

Provider offer

Capabilities

Context window: 256,000 tokens
Maximum output: 128,000 tokens
Reasoning: Yes
Tool calling: Yes
Open weights: Yes
Model license: Apache 2.0

Input modalities

text

Output modalities

text