Model comparison
DeepSeek-V3.2-Speciale vs Qwen3-4B
DeepSeek-V3.2-Speciale is the stronger model overall, scoring 39.7 to 31.9 on the Noometry Index.
Last verified . 0 shared benchmarks.
DeepSeek
Alibaba (Qwen)Summary
- The widest gap is in reasoning, where DeepSeek-V3.2-Speciale leads 32.9 to 19.2.
Side by side
| DeepSeek-V3.2-Speciale | Qwen3-4B | |
|---|---|---|
| Provider | DeepSeek | Alibaba (Qwen) |
| Noometry Index | 39.7 | 31.9 |
| Released | 2025-12-01 | 2025-04-29 |
| Weights | Open | Open |
| Context window | 128K | — |
| Max output | 128K | — |
| Input $ / M tokens | $0.58 | — |
| Output $ / M tokens | $1.68 | — |
| Results tracked | 3 | 6 |
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Category by category
Coding Not comparable
DeepSeek-V3.2-Speciale: 40.4 (#140), Qwen3-4B: —
| Benchmark | DeepSeek-V3.2-Speciale | Qwen3-4B |
|---|---|---|
| WeirdML | 46.7% | — |
Agentic & Tool Use Not comparable
DeepSeek-V3.2-Speciale: —, Qwen3-4B: 27.6 (#100)
| Benchmark | DeepSeek-V3.2-Speciale | Qwen3-4B |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 35.7% |
Reasoning DeepSeek-V3.2-Speciale leads
DeepSeek-V3.2-Speciale: 32.9 (#73), Qwen3-4B: 19.2 (#268)
| Benchmark | DeepSeek-V3.2-Speciale | Qwen3-4B |
|---|---|---|
| SimpleBench | 52.6% | — |
| Chess Puzzles | — | 4% |
Math Not comparable
DeepSeek-V3.2-Speciale: —, Qwen3-4B: 29.7 (#240)
| Benchmark | DeepSeek-V3.2-Speciale | Qwen3-4B |
|---|---|---|
| MathArena Final-Answer Competitions | — | 38.5% |
| OTIS Mock AIME 2024-2025 | — | 52.2% |
Knowledge Not comparable
DeepSeek-V3.2-Speciale: —, Qwen3-4B: 33.0 (#208)
| Benchmark | DeepSeek-V3.2-Speciale | Qwen3-4B |
|---|---|---|
| GPQA Diamond | — | 52.3% |
| Vectara Hallucination Rate | — | 5.7% |
Writing & Preference Not comparable
DeepSeek-V3.2-Speciale: 46.0 (#222), Qwen3-4B: —
| Benchmark | DeepSeek-V3.2-Speciale | Qwen3-4B |
|---|---|---|
| EQ-Bench Creative Writing | 1276 | — |
Frequently asked questions
Is DeepSeek-V3.2-Speciale better than Qwen3-4B?
DeepSeek-V3.2-Speciale is the stronger model overall, scoring 39.7 to 31.9 on the Noometry Index.
How many benchmarks do DeepSeek-V3.2-Speciale and Qwen3-4B share?
0 benchmarks have published results for both models. DeepSeek-V3.2-Speciale has 3 scored results on Noometry and Qwen3-4B has 6.