Stima delle capacità basata su più benchmark. Punti di indice, non una percentuale; gli intervalli mostrano l’incertezza.
130160
MiniMax-M2.5
MiniMax-M2.5 · Intervallo 95% 141,3–147,9
Preferenze umane · Arena
Preferenze complessive sul testo da confronti diretti. Non misura accuratezza fattuale o riuscita dei compiti.
13401380
MiniMax-M2.5
MiniMax-M2.5 · Intervallo 95% 1355,3–1363,0 · 42,783 voti · 2026-10-28
Risultati registrati
Ogni riga usa lo stesso benchmark, versione, carico, scenario e unità. I risultati mancanti non valgono zero. I risultati di sistema includono tutta la configurazione hardware e software.
Arena text preference / chinesehuman preference · 2026-10-28 · rating
MiniMax-M2.5
1.392,80 rating
Intervallo di confidenza: 1.381,32 – 1.404,29
2871 voti
Categoria
chinese
Configurazione valutata
MiniMax-M2.5
Tipo di valutazione
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
MiniMax-M2.5
1.380,36 rating
Intervallo di confidenza: 1.373,95 – 1.386,78
11338 voti
Categoria
coding
Configurazione valutata
MiniMax-M2.5
Tipo di valutazione
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
MiniMax-M2.5
1.330,04 rating
Intervallo di confidenza: 1.322,25 – 1.337,84
6662 voti
Categoria
creative_writing
Configurazione valutata
MiniMax-M2.5
Tipo di valutazione
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
MiniMax-M2.5
1.379,71 rating
Intervallo di confidenza: 1.374,42 – 1.385,00
18757 voti
Categoria
english
Configurazione valutata
MiniMax-M2.5
Tipo di valutazione
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
MiniMax-M2.5
1.326,22 rating
Intervallo di confidenza: 1.321,01 – 1.331,44
32309 voti
Categoria
exclude_ties
Configurazione valutata
MiniMax-M2.5
Tipo di valutazione
human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
MiniMax-M2.5
1.378,68 rating
Intervallo di confidenza: 1.368,61 – 1.388,75
3776 voti
Categoria
expert
Configurazione valutata
MiniMax-M2.5
Tipo di valutazione
human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating
MiniMax-M2.5
1.363,07 rating
Intervallo di confidenza: 1.345,08 – 1.381,05
1298 voti
Categoria
french
Configurazione valutata
MiniMax-M2.5
Tipo di valutazione
human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating
MiniMax-M2.5
1.360,41 rating
Intervallo di confidenza: 1.336,48 – 1.384,33
644 voti
Categoria
german
Configurazione valutata
MiniMax-M2.5
Tipo di valutazione
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
MiniMax-M2.5
1.371,90 rating
Intervallo di confidenza: 1.367,12 – 1.376,68
26849 voti
Categoria
hard_prompts
Configurazione valutata
MiniMax-M2.5
Tipo di valutazione
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
MiniMax-M2.5
1.383,47 rating
Intervallo di confidenza: 1.377,19 – 1.389,75
12178 voti
Categoria
hard_prompts_english
Configurazione valutata
MiniMax-M2.5
Tipo di valutazione
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.328,58 rating
Intervallo di confidenza: 1.321,51 – 1.335,66
8401 voti
Categoria
industry_entertainment_and_sports_and_media
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.365,74 rating
Intervallo di confidenza: 1.354,78 – 1.376,70
3304 voti
Categoria
industry_legal_and_government
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.369,10 rating
Intervallo di confidenza: 1.361,55 – 1.376,65
7139 voti
Categoria
industry_life_and_physical_and_social_science
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.378,14 rating
Intervallo di confidenza: 1.365,70 – 1.390,58
2412 voti
Categoria
industry_mathematical
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.357,51 rating
Intervallo di confidenza: 1.346,39 – 1.368,64
3222 voti
Categoria
industry_medicine_and_healthcare
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.382,91 rating
Intervallo di confidenza: 1.377,35 – 1.388,47
16498 voti
Categoria
industry_software_and_it_services
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.345,21 rating
Intervallo di confidenza: 1.338,67 – 1.351,74
10072 voti
Categoria
industry_writing_and_literature_and_language
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.352,87 rating
Intervallo di confidenza: 1.346,99 – 1.358,74
13776 voti
Categoria
instruction_following
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.171,07 rating
Intervallo di confidenza: 1.133,12 – 1.209,01
368 voti
Categoria
japanese
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.232,58 rating
Intervallo di confidenza: 1.208,47 – 1.256,69
730 voti
Categoria
korean
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.365,59 rating
Intervallo di confidenza: 1.359,84 – 1.371,35
16279 voti
Categoria
longer_query
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.377,67 rating
Intervallo di confidenza: 1.365,85 – 1.389,48
2556 voti
Categoria
math
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.363,54 rating
Intervallo di confidenza: 1.356,14 – 1.370,95
7726 voti
Categoria
multi_turn
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.337,75 rating
Intervallo di confidenza: 1.332,93 – 1.342,56
24035 voti
Categoria
non_english
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.359,12 rating
Intervallo di confidenza: 1.355,26 – 1.362,99
42815 voti
Categoria
overall
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.333,74 rating
Intervallo di confidenza: 1.314,41 – 1.353,07
929 voti
Categoria
polish
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.358,52 rating
Intervallo di confidenza: 1.349,94 – 1.367,10
5225 voti
Categoria
russian
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating
MiniMax-M2.5
1.354,02 rating
Intervallo di confidenza: 1.337,54 – 1.370,50
1475 voti
Categoria
spanish
Configurazione valutata
minimax-m2.5
Tipo di valutazione
human preference
Esecuzione locale
Inferenza · stima della memoria
MiniMax-M2.5
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.
MiniMax-M2.5
Capacità
Finestra di contesto
204.800 tokens
Input massimo
Valore riportato 1: 1.000.000 tokens*
Valore riportato 2: 196.000 tokens*
Output massimo
131.072 tokens
Ragionamento
Sì
Uso di strumenti
Sì
Output strutturato
Sì*
Pesi aperti
Sì
Modalità API
Chat*
Input immagini
No*
Input audio
No*
Cache dei prompt
Sì*
Messaggi di sistema
Sì*
Scelta degli strumenti
Sì*
Modalità di input
text
Modalità di output
text
Elaborazione e piattaforma
Architettura
minimax_m2
Configurazione di sistema
Specifiche dettagliate
Specifiche · 32 campi
cache creation input token cost
3,75e-7*Ambito e condizioni
native_context
provider
minimax*
mode
chat*
full_native_model_id
minimax/MiniMax-M2.5*
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
3,0e-8*Ambito e condizioni
native_context
provider
minimax*
mode
chat*
full_native_model_id
minimax/MiniMax-M2.5*
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
3,0e-7*Ambito e condizioni
native_context
provider
minimax*
mode
chat*
full_native_model_id
minimax/MiniMax-M2.5*
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
3,0e-7*Ambito e condizioni
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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
1,5e-7*Ambito e condizioni
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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 flex
1,5e-7*Ambito e condizioni
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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 priority
5,25e-7*Ambito e condizioni
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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
minimax*Ambito e condizioni
native_context
provider
minimax*
mode
chat*
full_native_model_id
minimax/MiniMax-M2.5*
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
bedrock_converse*Ambito e condizioni
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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
1.000.000*Ambito e condizioni
native_context
provider
minimax*
mode
chat*
full_native_model_id
minimax/MiniMax-M2.5*
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
196.000*Ambito e condizioni
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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
8.000*Ambito e condizioni
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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
8.192*Ambito e condizioni
native_context
provider
minimax*
mode
chat*
full_native_model_id
minimax/MiniMax-M2.5*
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
8.000*Ambito e condizioni
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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
minimax*
mode
chat*
full_native_model_id
minimax/MiniMax-M2.5*
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
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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-6*Ambito e condizioni
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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-6*Ambito e condizioni
native_context
provider
minimax*
mode
chat*
full_native_model_id
minimax/MiniMax-M2.5*
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-7*Ambito e condizioni
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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 flex
6,0e-7*Ambito e condizioni
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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 priority
2,1e-6*Ambito e condizioni
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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
No*Ambito e condizioni
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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
minimax*
mode
chat*
full_native_model_id
minimax/MiniMax-M2.5*
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
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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
minimax*
mode
chat*
full_native_model_id
minimax/MiniMax-M2.5*
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
minimax*
mode
chat*
full_native_model_id
minimax/MiniMax-M2.5*
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
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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
minimax*
mode
chat*
full_native_model_id
minimax/MiniMax-M2.5*
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
minimax*
mode
chat*
full_native_model_id
minimax/MiniMax-M2.5*
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
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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
No*Ambito e condizioni
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
minimax.minimax-m2.5*
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.*