Model comparison

Hy3 vs Kimi K3

Kimi K3 is the stronger model overall, scoring 59.5 to 44.2 on the Noometry Index. Hy3 costs 42× less per token, which makes it the better buy when Kimi K3's lead doesn't matter for your workload.

Last verified . 19 shared benchmarks.

Hy3 Tencent

44.2

Rank #79 Confirmed

Kimi K3 Moonshot AI

59.5

Rank #15 Confirmed

Summary

  • They share 19 benchmarks with published results for both. Hy3 scores higher in 0 categories and Kimi K3 in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Kimi K3 leads 63.0 to 26.1.
  • The biggest single-benchmark swing is NYT Connections (extended): 41.2% for Hy3 and 93.6% for Kimi K3.
  • Hy3 is cheaper at $0.0825 / $0.33 per million input/output tokens, against $3 / $15 for Kimi K3.
  • Kimi K3 accepts more context: 1.05M tokens versus 262K.

Side by side

Hy3 and Kimi K3 specifications
Hy3Kimi K3
ProviderTencentMoonshot AI
Noometry Index44.259.5
Released2026-07-062026-07-16
WeightsOpenOpen
Context window262K1.05M
Max output128K1.05M
Input $ / M tokens$0.0825$3
Output $ / M tokens$0.33$15
Results tracked1953

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Category by category

Coding Kimi K3 leads

Hy3: 46.8 (#63), Kimi K3: 61.0 (#10)

Coding benchmarks
BenchmarkHy3Kimi K3
LMArena WebDev15081654
LMArena Coding14641508
DeepSWE—68.5%
FrontierCode—44.2%
FrontierSWE—25.9%
SciCode—59.5%
WeirdML—82.6%
ALE-Bench—1,524

Agentic & Tool Use Not comparable

Hy3: —, Kimi K3: 41.8 (#20)

Agentic & Tool Use benchmarks
BenchmarkHy3Kimi K3
APEX-Agents—50.6%
τ²-bench Banking—37.1%
PostTrainBench—32%
GBAEval—48.3%
GDP.pdf—19%
Vending-Bench 2—5,165

Reasoning Kimi K3 leads

Hy3: 26.1 (#136), Kimi K3: 63.0 (#17)

Reasoning benchmarks
BenchmarkHy3Kimi K3
NYT Connections (extended)41.2%93.6%
LMArena Hard Prompts14471496
ARC-AGI-2—60.4%
SimpleBench—60.7%
ARC-AGI-1—94.5%
CritPt—23.4%
Chess Puzzles—39%
Mystery Game Puzzles—26%
DTBench—91.2%
LMCA—52.7%
Surface Evolver Bench—95%
Epoch Capabilities Index—157.45
ForecastBench—61.1

Math Kimi K3 leads

Hy3: 40.1 (#93), Kimi K3: 74.2 (#16)

Knowledge Kimi K3 leads

Hy3: 40.8 (#114), Kimi K3: 63.2 (#21)

Knowledge benchmarks
BenchmarkHy3Kimi K3
LMArena Expert14601521
GPQA Diamond—93.1%
SimpleQA Verified—50.6%

Multimodal Not comparable

Hy3: —, Kimi K3: 37.8 (#70)

Multimodal benchmarks
BenchmarkHy3Kimi K3
Blueprint-Bench 2—29.5%
Furniture Assembly—34.2%

Multilingual Kimi K3 leads

Hy3: 53.5 (#65), Kimi K3: 56.3 (#21)

Multilingual benchmarks
BenchmarkHy3Kimi K3
LMArena Non-English14261466
LMArena Chinese14931529
LMArena French14611491
LMArena German14391488
LMArena Japanese13921487
LMArena Korean13951458
LMArena Russian14321482
LMArena Spanish14561472

Instruction Following Kimi K3 leads

Hy3: 75.1 (#70), Kimi K3: 77.7 (#14)

Instruction Following benchmarks
BenchmarkHy3Kimi K3
LMArena Instruction Following14261483

Long Context Kimi K3 leads

Hy3: 44.1 (#75), Kimi K3: 45.8 (#29)

Long Context benchmarks
BenchmarkHy3Kimi K3
LMArena Longer Query14421494

Writing & Preference Kimi K3 leads

Hy3: 62.2 (#81), Kimi K3: 76.6 (#4)

Writing & Preference benchmarks
BenchmarkHy3Kimi K3
LMArena Text14391476
LMArena Creative Writing14021454
LMArena Multi-Turn14361488
EQ-Bench Creative Writing—2082
EQ-Bench 4—1339

Frequently asked questions

Is Hy3 better than Kimi K3?

Kimi K3 is the stronger model overall, scoring 59.5 to 44.2 on the Noometry Index. Hy3 costs 42× less per token, which makes it the better buy when Kimi K3's lead doesn't matter for your workload.

Which is cheaper, Hy3 or Kimi K3?

Hy3 is cheaper. It lists at $0.0825 per million input tokens and $0.33 per million output tokens; Kimi K3 lists at $3 and $15.

Is Hy3 or Kimi K3 better for coding?

Kimi K3 scores higher on coding benchmarks: 61.0 versus 46.8 in the Noometry coding category.

Which has the bigger context window?

Kimi K3 does, with 1.05M tokens against 262K.

How many benchmarks do Hy3 and Kimi K3 share?

19 benchmarks have published results for both models. Hy3 has 19 scored results on Noometry and Kimi K3 has 53.

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