Title: DeepSeek V3.1 vs DeepSeek-V3.2: Parametri, Licenza %E2%80%94 LLM EU
Canonical: https://llmeu.com/it/compare/deepseek-v3-1-vs-deepseek-v3-2/
Markdown mirror: https://llmeu.com/it/compare/deepseek-v3-1-vs-deepseek-v3-2.md
Machine-readable: https://llmeu.com/llms.txt (index) - https://llmeu.com/llms-full.txt (full catalogue) - https://llmeu.com/llms-catalogue.json

# DeepSeek V3.1 vs DeepSeek-V3.2

Metti da due a quattro modelli a confronto sui campi che decidono un deployment: contesto, prezzo, regione, licenza, lingue, hosting e ci%C3%B2 che %C3%A8 verificato.

Dove due modelli differiscono, questa tabella mostra la differenza e si ferma. LLM EU non pubblica alcun badge di vincitore senza un punteggio documentato per quell'attivit%C3%A0, e una cifra mancante rimane mancante invece di diventare zero.

## Quando usarlo

### [DeepSeek V3.1](/it/models/deepseek-v3-1/)

#### Punti di forza

- open weights are published on Hugging Face and can be downloaded without a vendor agreement
- mit licence, so commercial self-hosting is permitted without a separate agreement

#### Limiti

- catalogue only %E2%80%94 LLM EU does not run this model, and nothing on this card implies an LLM EU endpoint
- no evaluation has been run by LLM EU
- the published configuration records no context window, so the card carries none
- at 684.5B parameters, self-hosting needs a multi-node deployment rather than a single server

#### Attivit%C3%A0

[Ragionamento](/it/tasks/reasoning/), [Codifica](/it/tasks/coding/)

### [DeepSeek-V3.2](/it/models/deepseek-v3-2/)

#### Punti di forza

- MIT licence
- sparse attention aimed at lower long-context inference cost
- 163,840-token configuration maximum

#### Limiti

- 685B parameters: full-precision serving needs several nodes
- vendor efficiency claims are not independently reproduced here
- no evaluation has been run by LLM EU

#### Attivit%C3%A0

[Ragionamento](/it/tasks/reasoning/), [Codifica](/it/tasks/coding/), [Riassunto](/it/tasks/summarization/), [Recupero (RAG)](/it/tasks/rag/)

**Attivit%C3%A0:** [Ragionamento](/it/tasks/reasoning/), [Codifica](/it/tasks/coding/)

## Confronta modelli

- [DeepSeek R1 0528 vs DeepSeek V3.1](/it/compare/deepseek-r1-0528-vs-deepseek-v3-1/)
- [DeepSeek-R1 vs DeepSeek V3.1](/it/compare/deepseek-r1-vs-deepseek-v3-1/)
- [DeepSeek V3 0324 vs DeepSeek V3.1](/it/compare/deepseek-v3-0324-vs-deepseek-v3-1/)
- [DeepSeek V3.1 vs DeepSeek V4.1 Flash](/it/compare/deepseek-v3-1-vs-deepseek-v4-1-flash/)
- [DeepSeek V3.1 vs GLM 4.5](/it/compare/deepseek-v3-1-vs-glm-4-5/)
- [DeepSeek V3.1 vs GLM 4.6](/it/compare/deepseek-v3-1-vs-glm-4-6/)