Model comparison

Qwen3 Coder Next vs Step 3

Step 3 is the stronger model overall, scoring 40.5 to 34.3 on the Noometry Index.

Last verified . 0 shared benchmarks.

Qwen3 Coder Next Alibaba (Qwen)

34.3

Rank #232 Reported

Step 3 StepFun

40.5

Rank #149 Confirmed

Summary

  • The widest gap is in reasoning, where Step 3 leads 28.4 to 22.4.

Side by side

Qwen3 Coder Next and Step 3 specifications
Qwen3 Coder NextStep 3
ProviderAlibaba (Qwen)StepFun
Noometry Index34.340.5
Released2026-02-02—
WeightsOpenOpen
Context window262K—
Max output66K—
Input $ / M tokens$0.12—
Output $ / M tokens$0.80—
Results tracked317

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Category by category

Coding Step 3 leads

Qwen3 Coder Next: 36.3 (#210), Step 3: 40.1 (#147)

Coding benchmarks
BenchmarkQwen3 Coder NextStep 3
SciCode32.3%—
WeirdML34.4%—
LMArena Coding—1367

Reasoning Step 3 leads

Qwen3 Coder Next: 22.4 (#196), Step 3: 28.4 (#105)

Reasoning benchmarks
BenchmarkQwen3 Coder NextStep 3
Kagi LLM Benchmark—62.3%
CritPt0%—
LMArena Hard Prompts—1355

Math Not comparable

Qwen3 Coder Next: —, Step 3: 37.6 (#148)

Math benchmarks
BenchmarkQwen3 Coder NextStep 3
LMArena Math—1366

Knowledge Not comparable

Qwen3 Coder Next: —, Step 3: 36.8 (#164)

Knowledge benchmarks
BenchmarkQwen3 Coder NextStep 3
LMArena Expert—1333

Multimodal Not comparable

Qwen3 Coder Next: —, Step 3: 35.5 (#86)

Multimodal benchmarks
BenchmarkQwen3 Coder NextStep 3
LMArena Vision—1177

Multilingual Not comparable

Qwen3 Coder Next: —, Step 3: 46.3 (#159)

Multilingual benchmarks
BenchmarkQwen3 Coder NextStep 3
LMArena Non-English—1327
LMArena Chinese—1397
LMArena German—1371
LMArena Korean—1269
LMArena Russian—1331
LMArena Spanish—1371

Instruction Following Not comparable

Qwen3 Coder Next: —, Step 3: 70.4 (#164)

Instruction Following benchmarks
BenchmarkQwen3 Coder NextStep 3
LMArena Instruction Following—1332

Long Context Not comparable

Qwen3 Coder Next: —, Step 3: 40.3 (#157)

Long Context benchmarks
BenchmarkQwen3 Coder NextStep 3
LMArena Longer Query—1326

Writing & Preference Not comparable

Qwen3 Coder Next: —, Step 3: 54.3 (#151)

Writing & Preference benchmarks
BenchmarkQwen3 Coder NextStep 3
LMArena Text—1350
LMArena Creative Writing—1321
LMArena Multi-Turn—1341

Frequently asked questions

Is Qwen3 Coder Next better than Step 3?

Step 3 is the stronger model overall, scoring 40.5 to 34.3 on the Noometry Index.

Is Qwen3 Coder Next or Step 3 better for coding?

Step 3 scores higher on coding benchmarks: 40.1 versus 36.3 in the Noometry coding category.

How many benchmarks do Qwen3 Coder Next and Step 3 share?

0 benchmarks have published results for both models. Qwen3 Coder Next has 3 scored results on Noometry and Step 3 has 17.

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