Model comparison

Qwen3-4B vs Step 3.7 Flash

Step 3.7 Flash is the stronger model overall, scoring 37.3 to 31.9 on the Noometry Index.

Last verified . 1 shared benchmarks.

Qwen3-4B Alibaba (Qwen)

31.9

Rank #264 Confirmed

Step 3.7 Flash StepFun

37.3

Rank #207 Reported

Summary

  • They share 1 benchmark with published results for both. Qwen3-4B scores higher in 0 categories and Step 3.7 Flash in 2 categories; 2 gaps are clear of the uncertainty.
  • The widest gap is in math, where Step 3.7 Flash leads 42.9 to 29.7.
  • The biggest single-benchmark swing is MathArena Final-Answer Competitions: 38.5% for Qwen3-4B and 68.5% for Step 3.7 Flash.

Side by side

Qwen3-4B and Step 3.7 Flash specifications
Qwen3-4BStep 3.7 Flash
ProviderAlibaba (Qwen)StepFun
Noometry Index31.937.3
Released2025-04-292026-05-29
WeightsOpenOpen
Context window—256K
Max output—256K
Input $ / M tokens—$0.18
Output $ / M tokens—$1.11
Results tracked65

Sponsored placements are available on pages like this one. Advertise on Noometry

Category by category

Coding Not comparable

Qwen3-4B: —, Step 3.7 Flash: 40.0 (#150)

Coding benchmarks
BenchmarkQwen3-4BStep 3.7 Flash
SciCode—40%
ALE-Bench—694.12

Agentic & Tool Use Not comparable

Qwen3-4B: 27.6 (#100), Step 3.7 Flash: —

Agentic & Tool Use benchmarks
BenchmarkQwen3-4BStep 3.7 Flash
Berkeley Function Calling Leaderboard35.7%—

Reasoning Step 3.7 Flash leads

Qwen3-4B: 19.2 (#268), Step 3.7 Flash: 21.6 (#219)

Reasoning benchmarks
BenchmarkQwen3-4BStep 3.7 Flash
NYT Connections (extended)—39.7%
CritPt—2.3%
Chess Puzzles4%—

Math Step 3.7 Flash leads

Qwen3-4B: 29.7 (#240), Step 3.7 Flash: 42.9 (#82)

Math benchmarks
BenchmarkQwen3-4BStep 3.7 Flash
MathArena Final-Answer Competitions38.5%68.5%
OTIS Mock AIME 2024-202552.2%—

Knowledge Not comparable

Qwen3-4B: 33.0 (#208), Step 3.7 Flash: —

Knowledge benchmarks
BenchmarkQwen3-4BStep 3.7 Flash
GPQA Diamond52.3%—
Vectara Hallucination Rate5.7%—

Frequently asked questions

Is Qwen3-4B better than Step 3.7 Flash?

Step 3.7 Flash is the stronger model overall, scoring 37.3 to 31.9 on the Noometry Index.

How many benchmarks do Qwen3-4B and Step 3.7 Flash share?

1 benchmark has published results for both models. Qwen3-4B has 6 scored results on Noometry and Step 3.7 Flash has 5.

Related comparisons

Go deeper