# DeepSeek-V3.2-Speciale vs Step 3

> DeepSeek-V3.2-Speciale and Step 3 score almost the same on the Noometry Index (39.7 vs 40.5), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/deepseek-v3-2-speciale-vs-step-3
- Last updated: 2026-10-12
- Shared benchmarks: 0

## Summary

- The widest gap is in writing & preference, where Step 3 leads 54.3 to 46.0.

## Snapshot

| | DeepSeek-V3.2-Speciale | Step 3 |
|---|---|---|
| Provider | DeepSeek | StepFun |
| Noometry Index | 39.7 | 40.5 |
| Rank | 162 | 149 |
| Context | 128K | — |
| Input $/M | $0.58 | — |
| Output $/M | $1.68 | — |
| Weights | Open | Open |

## Coding

- DeepSeek-V3.2-Speciale: 40.4 (#140)
- Step 3: 40.1 (#147)

| Benchmark | DeepSeek-V3.2-Speciale | Step 3 |
|---|---|---|
| WeirdML | 46.7% | — |
| LMArena Coding | — | 1367 |

## Reasoning

- DeepSeek-V3.2-Speciale: 32.9 (#73)
- Step 3: 28.4 (#105)

| Benchmark | DeepSeek-V3.2-Speciale | Step 3 |
|---|---|---|
| SimpleBench | 52.6% | — |
| Kagi LLM Benchmark | — | 62.3% |
| LMArena Hard Prompts | — | 1355 |

## Math

- DeepSeek-V3.2-Speciale: —
- Step 3: 37.6 (#148)

| Benchmark | DeepSeek-V3.2-Speciale | Step 3 |
|---|---|---|
| LMArena Math | — | 1366 |

## Knowledge

- DeepSeek-V3.2-Speciale: —
- Step 3: 36.8 (#164)

| Benchmark | DeepSeek-V3.2-Speciale | Step 3 |
|---|---|---|
| LMArena Expert | — | 1333 |

## Multimodal

- DeepSeek-V3.2-Speciale: —
- Step 3: 35.5 (#86)

| Benchmark | DeepSeek-V3.2-Speciale | Step 3 |
|---|---|---|
| LMArena Vision | — | 1177 |

## Multilingual

- DeepSeek-V3.2-Speciale: —
- Step 3: 46.3 (#159)

| Benchmark | DeepSeek-V3.2-Speciale | Step 3 |
|---|---|---|
| LMArena Non-English | — | 1327 |
| LMArena Chinese | — | 1397 |
| LMArena German | — | 1371 |
| LMArena Korean | — | 1269 |
| LMArena Russian | — | 1331 |
| LMArena Spanish | — | 1371 |

## Instruction Following

- DeepSeek-V3.2-Speciale: —
- Step 3: 70.4 (#164)

| Benchmark | DeepSeek-V3.2-Speciale | Step 3 |
|---|---|---|
| LMArena Instruction Following | — | 1332 |

## Long Context

- DeepSeek-V3.2-Speciale: —
- Step 3: 40.3 (#157)

| Benchmark | DeepSeek-V3.2-Speciale | Step 3 |
|---|---|---|
| LMArena Longer Query | — | 1326 |

## Writing & Preference

- DeepSeek-V3.2-Speciale: 46.0 (#222)
- Step 3: 54.3 (#151)

| Benchmark | DeepSeek-V3.2-Speciale | Step 3 |
|---|---|---|
| LMArena Text | — | 1350 |
| LMArena Creative Writing | — | 1321 |
| EQ-Bench Creative Writing | 1276 | — |
| LMArena Multi-Turn | — | 1341 |

## FAQ

### Is DeepSeek-V3.2-Speciale better than Step 3?

DeepSeek-V3.2-Speciale and Step 3 score almost the same on the Noometry Index (39.7 vs 40.5), so choose on price, context window or the category you care about most.

### Is DeepSeek-V3.2-Speciale or Step 3 better for coding?

They score almost the same on coding (40.4 vs 40.1); test both on your own repository before choosing.

### How many benchmarks do DeepSeek-V3.2-Speciale and Step 3 share?

0 benchmarks have published results for both models. DeepSeek-V3.2-Speciale has 3 scored results on Noometry and Step 3 has 17.