Model comparison

Kimi K3 vs Qwen3-Coder 480B-A35B Instruct

Kimi K3 is the stronger model overall, scoring 59.5 to 38.1 on the Noometry Index. Qwen3-Coder 480B-A35B Instruct costs 2.0× less per token, which makes it the better buy when Kimi K3's lead doesn't matter for your workload.

Last verified . 20 shared benchmarks.

Kimi K3 Moonshot AI

59.5

Rank #15 Confirmed

Summary

  • They share 20 benchmarks with published results for both. Kimi K3 scores higher in 9 categories and Qwen3-Coder 480B-A35B Instruct in 0 categories; 9 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Kimi K3 leads 63.0 to 25.5.
  • The biggest single-benchmark swing is WeirdML: 82.6% for Kimi K3 and 41.2% for Qwen3-Coder 480B-A35B Instruct.
  • Qwen3-Coder 480B-A35B Instruct is cheaper at $1.50 / $7.50 per million input/output tokens, against $3 / $15 for Kimi K3.
  • Kimi K3 accepts more context: 1.05M tokens versus 262K.

Side by side

Kimi K3 and Qwen3-Coder 480B-A35B Instruct specifications
Kimi K3Qwen3-Coder 480B-A35B Instruct
ProviderMoonshot AIAlibaba (Qwen)
Noometry Index59.538.1
Released2026-07-162025-04
WeightsOpenOpen
Context window1.05M262K
Max output1.05M66K
Input $ / M tokens$3$1.50
Output $ / M tokens$15$7.50
Results tracked5325

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Category by category

Coding Kimi K3 leads

Kimi K3: 61.0 (#10), Qwen3-Coder 480B-A35B Instruct: 35.5 (#223)

Coding benchmarks
BenchmarkKimi K3Qwen3-Coder 480B-A35B Instruct
LMArena WebDev16541275
WeirdML82.6%41.2%
LMArena Coding15081412
ALE-Bench1,524461.45
DeepSWE68.5%—
FrontierCode44.2%—
SWE-bench Verified (bash only)—55.4%
FrontierSWE25.9%—
SciCode59.5%—
GSO—4.9%
AlgoTune—1.44

Agentic & Tool Use Kimi K3 leads

Kimi K3: 41.8 (#20), Qwen3-Coder 480B-A35B Instruct: 23.9 (#123)

Agentic & Tool Use benchmarks
BenchmarkKimi K3Qwen3-Coder 480B-A35B Instruct
Terminal-Bench—27.2%
APEX-Agents50.6%—
τ²-bench Banking37.1%—
PostTrainBench32%—
GBAEval48.3%—
GDP.pdf19%—
Vending-Bench 25,165—

Reasoning Kimi K3 leads

Kimi K3: 63.0 (#17), Qwen3-Coder 480B-A35B Instruct: 25.5 (#149)

Reasoning benchmarks
BenchmarkKimi K3Qwen3-Coder 480B-A35B Instruct
LMArena Hard Prompts14961372
ARC-AGI-260.4%—
SimpleBench60.7%—
Kagi LLM Benchmark—49.5%
NYT Connections (extended)93.6%—
ARC-AGI-194.5%—
CritPt23.4%—
Chess Puzzles39%—
Mystery Game Puzzles26%—
DTBench91.2%—
LMCA52.7%—
Surface Evolver Bench95%—
Epoch Capabilities Index157.45—
ForecastBench61.1—

Math Kimi K3 leads

Kimi K3: 74.2 (#16), Qwen3-Coder 480B-A35B Instruct: 37.6 (#150)

Math benchmarks
BenchmarkKimi K3Qwen3-Coder 480B-A35B Instruct
LMArena Math14911365
FrontierMath (Tiers 1-3)72.2%—
FrontierMath Tier 439%—
MathArena Final-Answer Competitions87.8%—
OTIS Mock AIME 2024-202597.2%—
ProofBench87%—

Knowledge Kimi K3 leads

Kimi K3: 63.2 (#21), Qwen3-Coder 480B-A35B Instruct: 37.0 (#162)

Knowledge benchmarks
BenchmarkKimi K3Qwen3-Coder 480B-A35B Instruct
LMArena Expert15211338
GPQA Diamond93.1%—
SimpleQA Verified50.6%—

Multimodal Not comparable

Kimi K3: 37.8 (#70), Qwen3-Coder 480B-A35B Instruct: —

Multimodal benchmarks
BenchmarkKimi K3Qwen3-Coder 480B-A35B Instruct
Blueprint-Bench 229.5%—
Furniture Assembly34.2%—

Multilingual Kimi K3 leads

Kimi K3: 56.3 (#21), Qwen3-Coder 480B-A35B Instruct: 47.7 (#148)

Multilingual benchmarks
BenchmarkKimi K3Qwen3-Coder 480B-A35B Instruct
LMArena Non-English14661346
LMArena Chinese15291357
LMArena French14911398
LMArena German14881325
LMArena Japanese14871310
LMArena Korean14581305
LMArena Russian14821366
LMArena Spanish14721360

Instruction Following Kimi K3 leads

Kimi K3: 77.7 (#14), Qwen3-Coder 480B-A35B Instruct: 71.6 (#147)

Instruction Following benchmarks
BenchmarkKimi K3Qwen3-Coder 480B-A35B Instruct
LMArena Instruction Following14831355

Long Context Kimi K3 leads

Kimi K3: 45.8 (#29), Qwen3-Coder 480B-A35B Instruct: 42.0 (#131)

Long Context benchmarks
BenchmarkKimi K3Qwen3-Coder 480B-A35B Instruct
LMArena Longer Query14941378

Writing & Preference Kimi K3 leads

Kimi K3: 76.6 (#4), Qwen3-Coder 480B-A35B Instruct: 55.3 (#147)

Writing & Preference benchmarks
BenchmarkKimi K3Qwen3-Coder 480B-A35B Instruct
LMArena Text14761357
LMArena Creative Writing14541333
LMArena Multi-Turn14881365
EQ-Bench Creative Writing2082—
EQ-Bench 41339—

Frequently asked questions

Is Kimi K3 better than Qwen3-Coder 480B-A35B Instruct?

Kimi K3 is the stronger model overall, scoring 59.5 to 38.1 on the Noometry Index. Qwen3-Coder 480B-A35B Instruct costs 2.0× less per token, which makes it the better buy when Kimi K3's lead doesn't matter for your workload.

Which is cheaper, Kimi K3 or Qwen3-Coder 480B-A35B Instruct?

Qwen3-Coder 480B-A35B Instruct is cheaper. It lists at $1.50 per million input tokens and $7.50 per million output tokens; Kimi K3 lists at $3 and $15.

Is Kimi K3 or Qwen3-Coder 480B-A35B Instruct better for coding?

Kimi K3 scores higher on coding benchmarks: 61.0 versus 35.5 in the Noometry coding category.

Which has the bigger context window?

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

How many benchmarks do Kimi K3 and Qwen3-Coder 480B-A35B Instruct share?

20 benchmarks have published results for both models. Kimi K3 has 53 scored results on Noometry and Qwen3-Coder 480B-A35B Instruct has 25.

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