Model comparison
Qwen3 32B vs Step 3.5 Flash
Step 3.5 Flash is the stronger model overall, scoring 42.3 to 39.2 on the Noometry Index.
Last verified . 13 shared benchmarks.
Summary
- They share 13 benchmarks with published results for both. Qwen3 32B scores higher in 2 categories and Step 3.5 Flash in 6 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Step 3.5 Flash leads 58.8 to 52.9.
- Step 3.5 Flash is cheaper at $0.10 / $0.30 per million input/output tokens, against $0.70 / $2.80 for Qwen3 32B.
- Step 3.5 Flash accepts more context: 256K tokens versus 131K.
Side by side
| Qwen3 32B | Step 3.5 Flash | |
|---|---|---|
| Provider | Alibaba (Qwen) | StepFun |
| Noometry Index | 39.2 | 42.3 |
| Released | 2025-04 | 2026-01-29 |
| Weights | Open | Open |
| Context window | 131K | 256K |
| Max output | 16K | 256K |
| Input $ / M tokens | $0.70 | $0.10 |
| Output $ / M tokens | $2.80 | $0.30 |
| Results tracked | 26 | 19 |
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Category by category
Coding Step 3.5 Flash leads
Qwen3 32B: 37.7 (#190), Step 3.5 Flash: 42.4 (#105)
| Benchmark | Qwen3 32B | Step 3.5 Flash |
|---|---|---|
| LMArena Coding | 1358 | 1436 |
| Aider Polyglot | 40% | — |
| SciCode | 35.4% | — |
Agentic & Tool Use Not comparable
Qwen3 32B: 32.6 (#62), Step 3.5 Flash: —
| Benchmark | Qwen3 32B | Step 3.5 Flash |
|---|---|---|
| Berkeley Function Calling Leaderboard | 48.7% | — |
Reasoning Step 3.5 Flash leads
Qwen3 32B: 20.2 (#241), Step 3.5 Flash: 22.2 (#202)
| Benchmark | Qwen3 32B | Step 3.5 Flash |
|---|---|---|
| LMArena Hard Prompts | 1334 | 1411 |
| Kagi LLM Benchmark | 54.9% | — |
| NYT Connections (extended) | — | 28.4% |
| CritPt | 0.3% | — |
| Chess Puzzles | 5% | — |
| DTBench | 67.5% | — |
| LMCA | 17.3% | — |
| Epoch Capabilities Index | 138.51 | — |
Math Step 3.5 Flash leads
Qwen3 32B: 39.7 (#99), Step 3.5 Flash: 42.6 (#84)
| Benchmark | Qwen3 32B | Step 3.5 Flash |
|---|---|---|
| LMArena Math | 1399 | 1408 |
| MathArena Final-Answer Competitions | — | 66.8% |
| OTIS Mock AIME 2024-2025 | 66.9% | — |
Knowledge Too close to call
Qwen3 32B: 40.0 (#125), Step 3.5 Flash: 39.6 (#132)
| Benchmark | Qwen3 32B | Step 3.5 Flash |
|---|---|---|
| LMArena Expert | 1362 | 1421 |
| GPQA Diamond | 65.7% | — |
| Vectara Hallucination Rate | 5.9% | — |
Multilingual Step 3.5 Flash leads
Qwen3 32B: 45.6 (#167), Step 3.5 Flash: 50.5 (#119)
| Benchmark | Qwen3 32B | Step 3.5 Flash |
|---|---|---|
| LMArena Non-English | 1317 | 1385 |
| LMArena Chinese | 1357 | 1447 |
| LMArena German | 1341 | 1405 |
| LMArena Russian | 1311 | 1385 |
| LMArena French | — | 1421 |
| LMArena Japanese | — | 1354 |
| LMArena Korean | — | 1352 |
| LMArena Spanish | — | 1419 |
Instruction Following Step 3.5 Flash leads
Qwen3 32B: 68.9 (#179), Step 3.5 Flash: 73.1 (#124)
| Benchmark | Qwen3 32B | Step 3.5 Flash |
|---|---|---|
| LMArena Instruction Following | 1305 | 1385 |
Long Context Too close to call
Qwen3 32B: 43.8 (#87), Step 3.5 Flash: 42.8 (#117)
| Benchmark | Qwen3 32B | Step 3.5 Flash |
|---|---|---|
| LMArena Longer Query | 1327 | 1402 |
| Fiction.LiveBench | 74.2% | — |
Writing & Preference Step 3.5 Flash leads
Qwen3 32B: 52.9 (#163), Step 3.5 Flash: 58.8 (#113)
| Benchmark | Qwen3 32B | Step 3.5 Flash |
|---|---|---|
| LMArena Text | 1340 | 1403 |
| LMArena Creative Writing | 1297 | 1357 |
| LMArena Multi-Turn | 1331 | 1405 |
Frequently asked questions
Is Qwen3 32B better than Step 3.5 Flash?
Step 3.5 Flash is the stronger model overall, scoring 42.3 to 39.2 on the Noometry Index.
Which is cheaper, Qwen3 32B or Step 3.5 Flash?
Step 3.5 Flash is cheaper. It lists at $0.10 per million input tokens and $0.30 per million output tokens; Qwen3 32B lists at $0.70 and $2.80.
Is Qwen3 32B or Step 3.5 Flash better for coding?
Step 3.5 Flash scores higher on coding benchmarks: 42.4 versus 37.7 in the Noometry coding category.
Which has the bigger context window?
Step 3.5 Flash does, with 256K tokens against 131K.
How many benchmarks do Qwen3 32B and Step 3.5 Flash share?
13 benchmarks have published results for both models. Qwen3 32B has 26 scored results on Noometry and Step 3.5 Flash has 19.