Benchmark Almanac

Tencent Hy3

Tencent Hy3 ranks first on 3 of the 43 benchmarks it has scores on.

Tencent Released 2 Jul 2026 Family Hy3 The lab's model card
55
Benchmarks with a score
3
Ranked first, out of five or more models
4
In the top three
Tencent Jul 2026

Tencent Hy3

Open weights Flagship

No Epoch Capabilities Index score yet
  • AA-LCR (Artificial Analysis Long Context Reasoning) 73.4% #4 /31
  • NL2Repo-Bench 45.6% #16 /28
  • WideSearch 76.4% #5 /17

Where it ranks

Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.

Knowledge and language

BenchmarkScoreRankSource
AA-LCR (Artificial Analysis Long Context Reasoning) 73.4% #4 of 31 Model card
CL-bench 23.8% #1 of 6 Model card
LMArena (Elo) 1,454 #58 of 333 Official leaderboard
Humanity's Last Exam 53.2% #29 of 147 Model card
WideSearch 76.4% #5 of 17 Model card
CL-bench Life 17% #1 of 2 Model card
Continual Learning Exam 27.3% #7 of 10 Official leaderboard
Extended NYT Connections 41.2% #69 of 97 Official leaderboard

Math and science

BenchmarkScoreRankSource
GPQA Diamond 90.4% #28 of 284 Model card
IMO-AnswerBench 90% #4 of 37 Model card
PHYBench 77.4% #1 of 5 Model card
DTBench 82.2% #53 of 178 Official leaderboard
MathArena (Apex, IMO, USAMO) 38.7% #8 of 13 Model card
HorizonMath 7.10% #2 of 3 Model card
xbench-ScienceQA 66.6% #24 of 29 Official leaderboard
USAMO 2026 72% #5 of 6 Model card
Prophet Arena 84.4 #17 of 18 Official leaderboard
PaperBenchX 2.15% #10 of 10 Official leaderboard
ArXivMath 52.2% #8 of 8 Model card
FrontierScience 48.1% #7 of 7 Model card
CMT-Benchmark 37.8% #2 of 2 Model card
Hy-Euler pro 24.2% #1 of 1 Model card
Hy-Math 60.9% #1 of 1 Model card

Coding

BenchmarkScoreRankSource
SWE-bench Verified 78% #27 of 150 Model card
StructEval 76.9% #8 of 28 Official leaderboard
SWE-bench Multilingual 75.8% #29 of 70 Model card
SWE-Bench Pro 57.9% #32 of 77 Model card
Code Arena 1,505 #56 of 124 Official leaderboard
NL2Repo-Bench 45.6% #16 of 28 Model card
Hy-SWE Max 49% #2 of 3 Model card
Tencent WorkBuddy Bench 70.9% #9 of 10 Official leaderboard
DeepSWE 28% #50 of 51 Model card
Hy-Backend 2.0 25% #2 of 2 Model card
Hy-CompanyBench 41.7% #1 of 1 Model card

Agents and tools

BenchmarkScoreRankSource
Claw-Eval Pass^3 68.5% #1 of 11 Model card
BrowseComp 84.2% #19 of 77 Model card
DeepSearchQA 91% #7 of 22 Model card
MCP Atlas 79.1% #13 of 40 Model card
SkillsBench 55.3% #7 of 13 Model card
WildClawBench 53.6% #3 of 5 Model card
Toolathlon 48.5% #23 of 37 Model card
Terminal-Bench 2.1 71.7% #33 of 53 Model card
Toolathlon-Verified 56.8% #16 of 25 Official leaderboard
Agent Arena -0.07 #42 of 53 Official leaderboard
Hy-SkillsWorld 45.8% #1 of 1 Model card
ProdBench (Tencent) 23% #1 of 1 Model card

Professional work

BenchmarkScoreRankSource
APEX-Agents 25.6% #10 of 12 Model card
$OneMillion-Bench 13% #13 of 13 Official leaderboard
OR-License 45.2% #10 of 10 Official leaderboard
E-Bench (Tencent) 50.2% #2 of 2 Model card
Hy-FinModelBench 69% #1 of 1 Model card

Safety and security

BenchmarkScoreRankSource
SUPERChem 54.9% #4 of 5 Model card

Other

BenchmarkScoreRankSource
Conceptual Reasoning Index 52.2 #60 of 149 Official leaderboard
ACCoRD 66.4 #63 of 150 Official leaderboard
SuperCLUE 62.1 #13 of 18 Official leaderboard

Its launch post

The benchmarks the lab chose to headline, with the scores it gave.