GeekRadar / Il banco di confronto

CONFRONTA.

Modelli IA

Unspecified

gemini-3.1-pro-preview-customtools

Modello IA

Modalità API: Chat^*
Output massimo: 65.536 tokens^*

Non sono ancora disponibili benchmark associati a questa scheda.

Esecuzione locale

Inferenza · stima della memoria

gemini-3.1-pro-preview-customtools

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

Capacità

Input massimo: 1.048.576 tokens^*
Output massimo: 65.536 tokens^*
Ragionamento: Sì^*
Uso di strumenti: Sì^*
Output strutturato: Sì^*
Modalità API: Chat^*
Input immagini: Sì^*
Input PDF: Sì^*
Input video: Sì^*
Input audio: Sì^*
Cache dei prompt: Sì^*
Messaggi di sistema: Sì^*
Scelta degli strumenti: Sì^*
Ricerca sul web: Sì^*

Modalità di input

text^*
image^*
audio^*
video^*

Modalità di output

text^*

Configurazione di sistema

Specifiche dettagliate

Specifiche · 36 campi

cache creation input token cost above 200k tokens

2,5e-7^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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

2,0e-7^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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 above 200k tokens

4,0e-7^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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.^*

google maps grounding cost per query

0,014^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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

2,0e-6^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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 above 200k tokens

4,0e-6^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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 batches

1,0e-6^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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

vertex_ai-language-models^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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

1.048.576^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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 image

0,00012^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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

1,2e-5^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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 above 200k tokens

1,8e-5^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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 batches

6,0e-6^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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.^*

prompt cache min tokens

4.096^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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.^*

search context cost per query

search_context_size_low: 0,014^*
search_context_size_medium: 0,014^*
search_context_size_high: 0,014^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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.^*

search free requests

count: 5.000^*
period: month^*
shared_group: gemini-3^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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^*
/v1/completions^*
/v1/batch^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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 modalities

text^*
image^*
audio^*
video^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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 output modalities

text^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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 audio input

Sì^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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

Sì^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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 pdf input

Sì^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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

Sì^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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 url context

Sì^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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 video input

Sì^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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 vision

Sì^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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 web search

Sì^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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.^*

web search billing unit

per_query^*

Ambito e condizioni

native_context

provider: vertex_ai-language-models^*
mode: chat^*
full_native_model_id: gemini-3.1-pro-preview-customtools^*
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