# DeepSeek-V3.2-Speciale vs Olmo 3.1 32b Instruct

> DeepSeek-V3.2-Speciale and Olmo 3.1 32b Instruct score almost the same on the Noometry Index (39.7 vs 39.4), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/deepseek-v3-2-speciale-vs-olmo-3-1-32b-instruct
- Last updated: 2026-10-12
- Shared benchmarks: 0

## Summary

- The widest gap is in reasoning, where DeepSeek-V3.2-Speciale leads 32.9 to 26.4.

## Snapshot

| | DeepSeek-V3.2-Speciale | Olmo 3.1 32b Instruct |
|---|---|---|
| Provider | DeepSeek | Allen Institute for AI (Ai2) |
| Noometry Index | 39.7 | 39.4 |
| Rank | 162 | 168 |
| Context | 128K | — |
| Input $/M | $0.58 | — |
| Output $/M | $1.68 | — |
| Weights | Open | Open |

## Coding

- DeepSeek-V3.2-Speciale: 40.4 (#140)
- Olmo 3.1 32b Instruct: 39.5 (#157)

| Benchmark | DeepSeek-V3.2-Speciale | Olmo 3.1 32b Instruct |
|---|---|---|
| WeirdML | 46.7% | — |
| LMArena Coding | — | 1347 |

## Reasoning

- DeepSeek-V3.2-Speciale: 32.9 (#73)
- Olmo 3.1 32b Instruct: 26.4 (#132)

| Benchmark | DeepSeek-V3.2-Speciale | Olmo 3.1 32b Instruct |
|---|---|---|
| SimpleBench | 52.6% | — |
| LMArena Hard Prompts | — | 1322 |

## Math

- DeepSeek-V3.2-Speciale: —
- Olmo 3.1 32b Instruct: 36.3 (#167)

| Benchmark | DeepSeek-V3.2-Speciale | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Math | — | 1305 |

## Knowledge

- DeepSeek-V3.2-Speciale: —
- Olmo 3.1 32b Instruct: 36.1 (#175)

| Benchmark | DeepSeek-V3.2-Speciale | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Expert | — | 1308 |

## Multilingual

- DeepSeek-V3.2-Speciale: —
- Olmo 3.1 32b Instruct: 42.6 (#191)

| Benchmark | DeepSeek-V3.2-Speciale | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Non-English | — | 1275 |
| LMArena Chinese | — | 1304 |
| LMArena French | — | 1328 |
| LMArena German | — | 1282 |
| LMArena Korean | — | 1206 |
| LMArena Russian | — | 1268 |
| LMArena Spanish | — | 1336 |

## Instruction Following

- DeepSeek-V3.2-Speciale: —
- Olmo 3.1 32b Instruct: 68.6 (#187)

| Benchmark | DeepSeek-V3.2-Speciale | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Instruction Following | — | 1299 |

## Long Context

- DeepSeek-V3.2-Speciale: —
- Olmo 3.1 32b Instruct: 39.9 (#166)

| Benchmark | DeepSeek-V3.2-Speciale | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Longer Query | — | 1312 |

## Writing & Preference

- DeepSeek-V3.2-Speciale: 46.0 (#222)
- Olmo 3.1 32b Instruct: 50.2 (#185)

| Benchmark | DeepSeek-V3.2-Speciale | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Text | — | 1311 |
| LMArena Creative Writing | — | 1264 |
| EQ-Bench Creative Writing | 1276 | — |
| LMArena Multi-Turn | — | 1309 |

## FAQ

### Is DeepSeek-V3.2-Speciale better than Olmo 3.1 32b Instruct?

DeepSeek-V3.2-Speciale and Olmo 3.1 32b Instruct score almost the same on the Noometry Index (39.7 vs 39.4), so choose on price, context window or the category you care about most.

### Is DeepSeek-V3.2-Speciale or Olmo 3.1 32b Instruct better for coding?

They score almost the same on coding (40.4 vs 39.5); test both on your own repository before choosing.

### How many benchmarks do DeepSeek-V3.2-Speciale and Olmo 3.1 32b Instruct share?

0 benchmarks have published results for both models. DeepSeek-V3.2-Speciale has 3 scored results on Noometry and Olmo 3.1 32b Instruct has 16.