Model comparison

Qwen1.5-7B vs Step 3

Step 3 is the stronger model overall, scoring 40.5 to 31.4 on the Noometry Index.

Last verified . 12 shared benchmarks.

Qwen1.5-7B Alibaba (Qwen)

31.4

Rank #273 Confirmed

Step 3 StepFun

40.5

Rank #149 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Qwen1.5-7B scores higher in 0 categories and Step 3 in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Step 3 leads 54.3 to 29.6.

Side by side

Qwen1.5-7B and Step 3 specifications
Qwen1.5-7BStep 3
ProviderAlibaba (Qwen)StepFun
Noometry Index31.440.5
Released2024-02-04—
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1317

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Category by category

Coding Step 3 leads

Qwen1.5-7B: 32.2 (#276), Step 3: 40.1 (#147)

Coding benchmarks
BenchmarkQwen1.5-7BStep 3
LMArena Coding11071367

Reasoning Step 3 leads

Qwen1.5-7B: 20.4 (#240), Step 3: 28.4 (#105)

Reasoning benchmarks
BenchmarkQwen1.5-7BStep 3
LMArena Hard Prompts10651355
Kagi LLM Benchmark—62.3%

Math Step 3 leads

Qwen1.5-7B: 31.4 (#224), Step 3: 37.6 (#148)

Math benchmarks
BenchmarkQwen1.5-7BStep 3
LMArena Math10801366

Knowledge Step 3 leads

Qwen1.5-7B: 28.7 (#243), Step 3: 36.8 (#164)

Knowledge benchmarks
BenchmarkQwen1.5-7BStep 3
LMArena Expert10551333
MMLU62.6%—

Multimodal Not comparable

Qwen1.5-7B: —, Step 3: 35.5 (#86)

Multimodal benchmarks
BenchmarkQwen1.5-7BStep 3
LMArena Vision—1177

Multilingual Step 3 leads

Qwen1.5-7B: 28.5 (#271), Step 3: 46.3 (#159)

Multilingual benchmarks
BenchmarkQwen1.5-7BStep 3
LMArena Non-English10581327
LMArena Chinese11411397
LMArena Russian10061331
LMArena German—1371
LMArena Korean—1269
LMArena Spanish—1371

Instruction Following Step 3 leads

Qwen1.5-7B: 54.1 (#281), Step 3: 70.4 (#164)

Instruction Following benchmarks
BenchmarkQwen1.5-7BStep 3
LMArena Instruction Following10581332

Long Context Step 3 leads

Qwen1.5-7B: 33.1 (#266), Step 3: 40.3 (#157)

Long Context benchmarks
BenchmarkQwen1.5-7BStep 3
LMArena Longer Query10901326

Writing & Preference Step 3 leads

Qwen1.5-7B: 29.6 (#293), Step 3: 54.3 (#151)

Writing & Preference benchmarks
BenchmarkQwen1.5-7BStep 3
LMArena Text10831350
LMArena Creative Writing10351321
LMArena Multi-Turn10621341

Frequently asked questions

Is Qwen1.5-7B better than Step 3?

Step 3 is the stronger model overall, scoring 40.5 to 31.4 on the Noometry Index.

Is Qwen1.5-7B or Step 3 better for coding?

Step 3 scores higher on coding benchmarks: 40.1 versus 32.2 in the Noometry coding category.

How many benchmarks do Qwen1.5-7B and Step 3 share?

12 benchmarks have published results for both models. Qwen1.5-7B has 13 scored results on Noometry and Step 3 has 17.

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