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CONFRONTA.
Modelli IA
deepseek

DeepSeek Reasoner

Modello IA Uscita

Modalità API
Chat*
Finestra di contesto
1.000.000 tokens
Output massimo
384.000 tokens
Pesi aperti
Sì

Prestazioni dei modelli

Punteggio Radar: quattro test, peso uguale. Una sintesi sperimentale di queste prove, non una misura universale di intelligenza.

DeepSeek Reasoner

Punteggio Radar

Non valutato

1/4 test principali · prove insufficienti

2 risultati di benchmark per questa configurazione

Ragionamento scientifico

GPQA Diamond · 25%

Domande scientifiche di esperti; correzione rigorosa a scelta multipla. Il caso vale il 25%.

DeepSeek Reasoner 83,4*% Intervallo 95% appross.: 79,5–87,4% · Risultato datato

Soluzione di problemi nuovi

Mystery Game Puzzles · 25%

Scelta della mossa migliore in una variante di gioco non divulgata. Una prova circoscritta di ragionamento, non di intelligenza generale.

DeepSeek Reasoner Non disponibile

Matematica avanzata

FrontierMath Tiers 1-3 · 25%

Problemi matematici privati v2 con strumenti Python. Esclusi versioni precedenti e Tier 4.

DeepSeek Reasoner Non disponibile

Risposte fattuali

SimpleQA Verified · 25%

Risposte fattuali corrette con invito a tentare, valutate da un modello. Non misura allucinazioni o astensione.

DeepSeek Reasoner Non disponibile

Matematica da competizione

OTIS Mock AIME 2024-2025 · Risultato separato

Problemi da competizione: risposte estratte da un modello e confrontate con la soluzione esatta. Escluse le procedure di valutazione precedenti.

DeepSeek Reasoner 87,8*% Intervallo 95% appross.: 79,7–95,9% · Risultato datato

Le barre mostrano i risultati delle prove. I segmenti indicano intervalli approssimativi al 95% quando è disponibile l’errore standard. Budget di ragionamento diversi non implicano costi uguali. I risultati mancanti non valgono zero.

Esecuzione locale

Inferenza · stima della memoria

DeepSeek Reasoner

Informazioni verificate sull’architettura insufficienti per una stima affidabile della VRAM.

Costo API

USD / mese

Stima per token di testo standard. Esclude imposte, cache, sconti batch e costi aggiuntivi per ragionamento e modalità multimediali. Limiti e disponibilità possono variare per provider.

DeepSeek Reasoner

Capacità

Finestra di contesto
1.000.000 tokens
Input massimo
131.072 tokens*
Output massimo
384.000 tokens
Ragionamento
Sì
Uso di strumenti
Sì
Output strutturato
Sì*
Pesi aperti
Sì
Dati di addestramento fino a
2025-09
Modalità API
Chat*
Chiamate parallele agli strumenti
No*
Cache dei prompt
Sì*
Messaggi di sistema
Sì*
Scelta degli strumenti
No*

Modalità di input

  • text

Modalità di output

  • text

Configurazione di sistema

Specifiche dettagliate

Specifiche · 38 campi
cache read input token cost
2,8e-8*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
cache read input token cost
2,8e-8*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
deprecation date
2026-07-24*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
deprecation date
2026-07-24*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per token
2,8e-7*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per token
2,8e-7*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per token cache hit
2,8e-8*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
litellm provider
deepseek*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
litellm provider
deepseek*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max input tokens
131.072*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max input tokens
131.072*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max output tokens
65.536*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max output tokens
65.536*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max tokens
65.536*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max tokens
65.536*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
mode
chat*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
mode
chat*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
output cost per token
4,2e-7*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
output cost per token
4,2e-7*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supported endpoints
  • /v1/chat/completions*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supported endpoints
  • /v1/chat/completions*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports assistant prefill
Sì*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports function calling
No*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports function calling
No*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports native streaming
Sì*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports native streaming
Sì*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports parallel function calling
No*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports parallel function calling
No*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports prompt caching
Sì*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports prompt caching
Sì*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports reasoning
Sì*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports reasoning
Sì*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports response schema
Sì*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports response schema
Sì*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports system messages
Sì*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports system messages
Sì*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports tool choice
No*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports tool choice
No*
Ambito e condizioni
native_context
provider
deepseek*
mode
chat*
full_native_model_id
deepseek/deepseek-reasoner*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*

* Dati provvisori