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Modelli IA
openai

GPT-5.6 Sol

Modello IA Uscita

Modalità API
Chat*
Finestra di contesto
1.050.000 tokens
Output massimo
128.000 tokens
Pesi aperti
No

Capacità e preferenze

Capacità generale · ECI

Stima delle capacità basata su più benchmark. Punti di indice, non una percentuale; gli intervalli mostrano l’incertezza.

GPT-5.6 Sol 163,0* GPT-5.6 Sol · Intervallo 95% 160,7–165,5

Preferenze umane · Arena

Preferenze complessive sul testo da confronti diretti. Non misura accuratezza fattuale o riuscita dei compiti.

GPT-5.6 Sol 1457,2 GPT-5.6 Sol (xHigh) · Intervallo 95% 1453,0–1461,5 · 43,796 voti · 2026-10-28

Prestazioni dei modelli

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

GPT-5.6 Sol

Punteggio Radar

77,6* / 100

4/4 test principali · v1 sperimentale

7 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%.

GPT-5.6 Sol 93,5*% Intervallo 95% appross.: 90,4–96,6%

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.

GPT-5.6 Sol 58,0*% Intervallo 95% appross.: 48,3–67,7%

Matematica avanzata

FrontierMath Tiers 1-3 · 25%

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

GPT-5.6 Sol 89,1*% Intervallo 95% appross.: 85,5–92,7%

Risposte fattuali

SimpleQA Verified · 25%

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

GPT-5.6 Sol 69,7*% Intervallo 95% appross.: 66,9–72,5%

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.

GPT-5.6 Sol 100,0*% Incertezza non disponibile

Matematica di ricerca

FrontierMath Tier 4 v2 · Risultato separato

I problemi privati più difficili di FrontierMath, versione corretta v2, con strumenti Python. Separati dai Tiers 1-3 del punteggio principale.

GPT-5.6 Sol 82,9*% Intervallo 95% appross.: 71,3–94,6%

Ragionamento visivo e spaziale

Furniture Assembly · Risultato separato

Rilevamento di errori di montaggio da foto e manuali, con zoom e Python. Valutazione assistita da un modello; non misura tutta la comprensione visiva.

GPT-5.6 Sol 56,7*% Intervallo 95% appross.: 44,2–69,1%

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.

Risultati dei benchmark

  • $OneMillion-Bench (expert score) · versione non riportata · reported score · max53,80*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Judge
    gemini-3.1-pro-preview*
  • Agents' Last Exam (Pass / Score) · versione non riportata · Pass · max30,60*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    Pass*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
  • Agents' Last Exam (Pass / Score) · versione non riportata · Score · max53,60*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    Score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
  • AndroidBench · versione non riportata · reported score · Public subset · max · avg@374*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Tasks
    95*
    Statistic
    avg@3*
    Task set
    Public subset*
  • Automation-Bench (Pass@1) · versione non riportata · reported score · Public subset · max29,70*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Tasks
    600*
    Task set
    Public subset*
  • CoWorkBench · versione non riportata · reported score · Internal · max71,50*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Task set
    Internal*
  • DeepSWE 1.1 · 1.1 · reported score · Claude Code or mini-SWE-agent; winning harness unspecified · max · Highest result across two harnesses73*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Harness
    Claude Code or mini-SWE-agent; winning harness unspecified*
    Statistic
    Highest result across two harnesses*
    Temperature
    1,0*
    Top p
    0,95*
    Context length
    256K tokens*
  • GPQA Diamond · versione non riportata · reported score · max94,10*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
  • HealthBench · versione non riportata · reported score · max55,30*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
  • HLE · versione non riportata · reported score · Disabled · max47,20*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Tool access
    Disabled*
  • HLE w/ tools · versione non riportata · reported score · Enabled · max58*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Tool access
    Enabled*
  • IFBench · versione non riportata · reported score · max72,70*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
  • JobBench · versione non riportata · reported score · max45,40*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
  • LongBench v2 · 2 · reported score · max67,10*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
  • MLS-Bench-Lite · versione non riportata · reported score · Not specified · max46,20*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Harness
    Not specified*
  • MRCR v2 256K (8-needle) · 2 · reported score · max93,80*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Variant
    8-needle*
    Context length
    256K tokens*
  • PaperBench · versione non riportata · reported score · BasicAgent · max90,50*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Harness
    BasicAgent*
    Variant
    Code-Dev*
    Judge
    Claude Opus 4.6*
    Runs
    3*
    Timeout
    12 hours per run*
  • PLawBench · versione non riportata · reported score · max72,30*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Judge
    gemini-3.1-pro-preview*
  • PRBench-Finance · versione non riportata · reported score · max55,50*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
  • PRBench-Legal · versione non riportata · reported score · max57,60*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
  • QwenQoderBench · versione non riportata · reported score · Claude Code · Internal · max · avg@553,80*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Harness
    Claude Code*
    Statistic
    avg@5*
    Timeout
    6 hours*
    Task set
    Internal*
    Maximum output
    32.768*
    Temperature
    1,0*
    Context length
    256K tokens*
  • QwenReactBench · versione non riportata · reported score · Claude Code · Internal · max1.564* EloPiattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    BT/Elo rating*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Languages
    English and Chinese*
    Judge
    Multimodal automatic judge*
    Task set
    Internal*
    Harness
    Claude Code*
  • QwenSVGBench · versione non riportata · reported score · Not specified · Internal · max1.758* EloPiattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    BT/Elo rating*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Languages
    English and Chinese*
    Judge
    Multimodal automatic judge*
    Task set
    Internal*
    Harness
    Not specified*
  • QwenSWEBench · versione non riportata · reported score · Claude Code · Internal · max · avg@373,50*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Harness
    Claude Code*
    Statistic
    avg@3*
    Timeout
    8 hours*
    Task set
    Internal*
    Maximum output
    32.768*
    Temperature
    1,0*
    Context length
    256K tokens*
  • SkillsBench · versione non riportata · reported score · Codex · Public SkillsBench v1.1 · max · Average of three runs per task73,50*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Harness
    Codex*
    Tasks
    87*
    Statistic
    Average of three runs per task*
    Task set
    Public SkillsBench v1.1*
  • Punteggio riportato · versione non riportata · intelligence59*Piattaforma non riportata Confronta i risultati
  • SWE-bench Pro · versione non riportata · reported score · Claude Code · Refined task set with corrected problematic tasks · max64,60*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Harness
    Claude Code*
    Task set
    Refined task set with corrected problematic tasks*
    Temperature
    1,0*
    Top p
    0,95*
    Context length
    256K tokens*
  • Terminal Bench 2.1 · 2.1 · reported score · Codex · max · Best published result across harnesses88,80*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
    Harness
    Codex*
    Statistic
    Best published result across harnesses*
  • Toolathlon Verified (Pass@1) · versione non riportata · reported score · max74,90*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*
  • WorkSpaceBench · versione non riportata · reported score · max65,60*Piattaforma non riportata Confronta i risultati
    Condizioni di test
    Metric
    reported score*
    Checkpoint version
    Not specified*
    Reasoning setting
    max*

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

GPT-5.6 Sol

1.525,59 rating

Intervallo di confidenza: 1.514,70 – 1.536,48

3417 voti

Categoria
chinese
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.495,18 rating

Intervallo di confidenza: 1.488,66 – 1.501,70

11636 voti

Categoria
coding
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.450,28 rating

Intervallo di confidenza: 1.442,86 – 1.457,69

9174 voti

Categoria
creative_writing
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.458,15 rating

Intervallo di confidenza: 1.452,53 – 1.463,76

17540 voti

Categoria
english
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.458,57 rating

Intervallo di confidenza: 1.453,15 – 1.463,99

32891 voti

Categoria
exclude_ties
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / experthuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.515,73 rating

Intervallo di confidenza: 1.506,62 – 1.524,84

4879 voti

Categoria
expert
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.473,06 rating

Intervallo di confidenza: 1.456,01 – 1.490,10

1461 voti

Categoria
french
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.473,46 rating

Intervallo di confidenza: 1.450,74 – 1.496,17

693 voti

Categoria
german
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.483,14 rating

Intervallo di confidenza: 1.478,21 – 1.488,08

28350 voti

Categoria
hard_prompts
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.477,11 rating

Intervallo di confidenza: 1.470,59 – 1.483,63

11370 voti

Categoria
hard_prompts_english
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.456,21 rating

Intervallo di confidenza: 1.448,80 – 1.463,61

8026 voti

Categoria
industry_business_and_management_and_financial_operations
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.449,56 rating

Intervallo di confidenza: 1.442,71 – 1.456,40

11155 voti

Categoria
industry_entertainment_and_sports_and_media
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.473,12 rating

Intervallo di confidenza: 1.462,70 – 1.483,54

3656 voti

Categoria
industry_legal_and_government
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.455,28 rating

Intervallo di confidenza: 1.447,54 – 1.463,02

7111 voti

Categoria
industry_life_and_physical_and_social_science
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.493,76 rating

Intervallo di confidenza: 1.481,21 – 1.506,31

2461 voti

Categoria
industry_mathematical
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.429,78 rating

Intervallo di confidenza: 1.418,44 – 1.441,12

3145 voti

Categoria
industry_medicine_and_healthcare
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.487,95 rating

Intervallo di confidenza: 1.482,24 – 1.493,66

16872 voti

Categoria
industry_software_and_it_services
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.463,55 rating

Intervallo di confidenza: 1.456,91 – 1.470,20

11965 voti

Categoria
industry_writing_and_literature_and_language
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.482,76 rating

Intervallo di confidenza: 1.476,78 – 1.488,75

15280 voti

Categoria
instruction_following
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / japanesehuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.472,08 rating

Intervallo di confidenza: 1.447,92 – 1.496,24

711 voti

Categoria
japanese
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / koreanhuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.441,70 rating

Intervallo di confidenza: 1.420,15 – 1.463,25

838 voti

Categoria
korean
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / longer_queryhuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.480,00 rating

Intervallo di confidenza: 1.474,37 – 1.485,64

20081 voti

Categoria
longer_query
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.472,14 rating

Intervallo di confidenza: 1.459,09 – 1.485,19

2112 voti

Categoria
math
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.461,22 rating

Intervallo di confidenza: 1.453,38 – 1.469,06

7135 voti

Categoria
multi_turn
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.450,36 rating

Intervallo di confidenza: 1.445,36 – 1.455,35

26248 voti

Categoria
non_english
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.457,24 rating

Intervallo di confidenza: 1.453,01 – 1.461,47

43796 voti

Categoria
overall
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / polishhuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.452,99 rating

Intervallo di confidenza: 1.430,12 – 1.475,86

658 voti

Categoria
polish
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / russianhuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.471,63 rating

Intervallo di confidenza: 1.462,78 – 1.480,49

5206 voti

Categoria
russian
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / spanishhuman preference · 2026-10-28 · rating

GPT-5.6 Sol

1.442,69 rating

Intervallo di confidenza: 1.425,81 – 1.459,57

1302 voti

Categoria
spanish
Configurazione valutata
GPT-5.6 Sol (xHigh)
Tipo di valutazione
human preference
Arena text preference / chinesehuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.526,63 rating

Intervallo di confidenza: 1.515,31 – 1.537,96

3113 voti

Categoria
chinese
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.496,47 rating

Intervallo di confidenza: 1.489,81 – 1.503,14

10825 voti

Categoria
coding
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.449,01 rating

Intervallo di confidenza: 1.441,40 – 1.456,62

8408 voti

Categoria
creative_writing
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.457,95 rating

Intervallo di confidenza: 1.452,23 – 1.463,67

16314 voti

Categoria
english
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.458,48 rating

Intervallo di confidenza: 1.452,94 – 1.464,03

30398 voti

Categoria
exclude_ties
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / experthuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.516,23 rating

Intervallo di confidenza: 1.506,83 – 1.525,64

4517 voti

Categoria
expert
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / frenchhuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.474,46 rating

Intervallo di confidenza: 1.456,59 – 1.492,33

1298 voti

Categoria
french
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / germanhuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.475,50 rating

Intervallo di confidenza: 1.452,13 – 1.498,87

644 voti

Categoria
german
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.483,33 rating

Intervallo di confidenza: 1.478,30 – 1.488,35

26312 voti

Categoria
hard_prompts
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.476,85 rating

Intervallo di confidenza: 1.470,20 – 1.483,50

10621 voti

Categoria
hard_prompts_english
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.455,98 rating

Intervallo di confidenza: 1.448,42 – 1.463,53

7516 voti

Categoria
industry_business_and_management_and_financial_operations
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.450,15 rating

Intervallo di confidenza: 1.443,15 – 1.457,15

10300 voti

Categoria
industry_entertainment_and_sports_and_media
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.476,10 rating

Intervallo di confidenza: 1.465,40 – 1.486,80

3432 voti

Categoria
industry_legal_and_government
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.455,67 rating

Intervallo di confidenza: 1.447,73 – 1.463,61

6582 voti

Categoria
industry_life_and_physical_and_social_science
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.495,34 rating

Intervallo di confidenza: 1.482,26 – 1.508,41

2244 voti

Categoria
industry_mathematical
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.431,91 rating

Intervallo di confidenza: 1.420,20 – 1.443,61

2922 voti

Categoria
industry_medicine_and_healthcare
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.489,22 rating

Intervallo di confidenza: 1.483,41 – 1.495,04

15703 voti

Categoria
industry_software_and_it_services
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.462,61 rating

Intervallo di confidenza: 1.455,80 – 1.469,41

10968 voti

Categoria
industry_writing_and_literature_and_language
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.482,31 rating

Intervallo di confidenza: 1.476,18 – 1.488,44

14119 voti

Categoria
instruction_following
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / japanesehuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.470,91 rating

Intervallo di confidenza: 1.444,85 – 1.496,97

623 voti

Categoria
japanese
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.442,12 rating

Intervallo di confidenza: 1.419,97 – 1.464,26

787 voti

Categoria
korean
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.480,81 rating

Intervallo di confidenza: 1.475,07 – 1.486,56

18670 voti

Categoria
longer_query
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.473,20 rating

Intervallo di confidenza: 1.459,54 – 1.486,87

1902 voti

Categoria
math
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.459,89 rating

Intervallo di confidenza: 1.451,84 – 1.467,93

6597 voti

Categoria
multi_turn
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.450,83 rating

Intervallo di confidenza: 1.445,72 – 1.455,93

24121 voti

Categoria
non_english
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.457,06 rating

Intervallo di confidenza: 1.452,73 – 1.461,39

40442 voti

Categoria
overall
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.461,39 rating

Intervallo di confidenza: 1.437,73 – 1.485,06

616 voti

Categoria
polish
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.470,37 rating

Intervallo di confidenza: 1.461,22 – 1.479,52

4774 voti

Categoria
russian
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating

GPT-5.6 Sol

1.440,59 rating

Intervallo di confidenza: 1.422,92 – 1.458,26

1179 voti

Categoria
spanish
Configurazione valutata
gpt-5.6-sol-xhigh
Tipo di valutazione
human preference

Esecuzione locale

Inferenza · stima della memoria

GPT-5.6 Sol

Pesi chiusi. Non sono pubblicati un impiego locale supportato o requisiti GPU.

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.

GPT-5.6 Sol

GPT-5.6 Sol / Fasce di prezzo 8
Provider / condizioniTariffaValutaImporto / unità
OpenAIgpt-5.6-solBatch Input in cacheUSD0.2 / 1M tokens
InputUSD2 / 1M tokens
OutputUSD10 / 1M tokens
OpenAIgpt-5.6-solBatch long_context Input in cacheUSD0.4 / 1M tokens
InputUSD4 / 1M tokens
OutputUSD15 / 1M tokens
OpenAIgpt-5.6-solFlex Input in cacheUSD0.2 / 1M tokens
InputUSD2 / 1M tokens
OutputUSD10 / 1M tokens
OpenAIgpt-5.6-solFlex long_context Input in cacheUSD0.4 / 1M tokens
InputUSD4 / 1M tokens
OutputUSD15 / 1M tokens
OpenAIgpt-5.6-solPriority long_context Input in cacheUSD1.6 / 1M tokens
InputUSD16 / 1M tokens
OutputUSD60 / 1M tokens
OpenAIgpt-5.6-solPriority Input in cacheUSD0.8 / 1M tokens
InputUSD8 / 1M tokens
OutputUSD40 / 1M tokens
OpenAIgpt-5.6-solStandard long_context Input in cacheUSD0.8 / 1M tokens
InputUSD8 / 1M tokens
OutputUSD30 / 1M tokens
OpenAIgpt-5.6-solStandard Input in cacheUSD0.4 / 1M tokens
InputUSD4 / 1M tokens
OutputUSD20 / 1M tokens

Capacità

Finestra di contesto
1.050.000 tokens
Input massimo
922.000 tokens*
Output massimo
128.000 tokens
Ragionamento
Sì
Uso di strumenti
Sì
Output strutturato
Sì*
Pesi aperti
No
Dati di addestramento fino a
2026-02-16
Modalità API
Chat*
Finestra di contesto dichiarata
1.05M*
Tipo di modello
Reasoning / agentic*
Modalità dichiarate
Text, vision*
Input immagini
Sì*
Input PDF
Sì*
Chiamate parallele agli strumenti
Sì*
Cache dei prompt
Sì*
Messaggi di sistema
Sì*
Scelta degli strumenti
Sì*
Ricerca sul web
Sì*
Licenza del modello
Proprietary

Modalità di input

  • text
  • image
  • pdf

Modalità di output

  • text

Configurazione di sistema

Specifiche dettagliate

Specifiche 1 · 13 campi
api providers
OpenAI API, Microsoft Azure AI*
Ambito e condizioni
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
OpenAI*
price_unit
Non riportato*
price_tiers
Non riportato*
context window
1.05M*
Ambito e condizioni
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
OpenAI*
price_unit
Non riportato*
price_tiers
Non riportato*
developer
OpenAI*
Ambito e condizioni
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
OpenAI*
price_unit
Non riportato*
price_tiers
Non riportato*
input price
5*
Ambito e condizioni
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
OpenAI*
price_unit
Non riportato*
price_tiers
Non riportato*
intelligence
59*
Ambito e condizioni
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
OpenAI*
price_unit
Non riportato*
price_tiers
Non riportato*
license
Proprietary*
Ambito e condizioni
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
OpenAI*
price_unit
Non riportato*
price_tiers
Non riportato*
max output
128K*
Ambito e condizioni
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
OpenAI*
price_unit
Non riportato*
price_tiers
Non riportato*
modality
Text, vision*
Ambito e condizioni
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
OpenAI*
price_unit
Non riportato*
price_tiers
Non riportato*
model type
Reasoning / agentic*
Ambito e condizioni
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
OpenAI*
price_unit
Non riportato*
price_tiers
Non riportato*
name
GPT-5.6 Sol*
Ambito e condizioni
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
OpenAI*
price_unit
Non riportato*
price_tiers
Non riportato*
open weights
no*
Ambito e condizioni
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
OpenAI*
price_unit
Non riportato*
price_tiers
Non riportato*
output price
30*
Ambito e condizioni
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
OpenAI*
price_unit
Non riportato*
price_tiers
Non riportato*
release date
2026-06*
Ambito e condizioni
native_context
metadata
name
Convly AI Models Database*
description
Hand-verified specifications, licences, API pricing (USD) and local-hardware VRAM requirements for frontier and open-weight AI models.*
generated
2026-09-22T15:41:48+00:00*
model_count
43*
fields
  • slug*
  • name*
  • developer*
  • model_type*
  • modality*
  • parameters*
  • context_window*
  • max_output*
  • open_weights*
  • license*
  • release_date*
  • input_price*
  • output_price*
  • price_unit*
  • price_tiers*
  • vram_q4*
  • vram_q4_gb*
  • min_gpu*
  • intelligence*
  • api_providers*
  • official_url*
  • retired*
  • convly_url*
developer
OpenAI*
price_unit
Non riportato*
price_tiers
Non riportato*
Specifiche 2 · 60 campi
cache creation input token cost
5,0e-6*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 creation input token cost above 272k tokens
1,0e-5*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 creation input token cost above 272k tokens batches
5,0e-6*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 creation input token cost above 272k tokens flex
5,0e-6*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 creation input token cost above 272k tokens priority
2,0e-5*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 creation input token cost batches
2,5e-6*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 creation input token cost flex
2,5e-6*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 creation input token cost priority
1,0e-5*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
4,0e-7*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 272k tokens
8,0e-7*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 272k tokens batches
4,0e-7*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 272k tokens flex
4,0e-7*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 272k tokens priority
1,6e-6*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 batches
2,0e-7*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 flex
2,0e-7*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 priority
8,0e-7*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
4,0e-6*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 272k tokens
8,0e-6*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 272k tokens batches
4,0e-6*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 272k tokens flex
4,0e-6*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 272k tokens priority
1,6e-5*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
2,0e-6*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
2,0e-6*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
8,0e-6*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
openai*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
922.000*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
128.000*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
128.000*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
2,0e-5*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 272k tokens
3,0e-5*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 272k tokens batches
1,5e-5*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 272k tokens flex
1,5e-5*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 272k tokens priority
6,0e-5*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
1,0e-5*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
1,0e-5*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
4,0e-5*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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.*
regional processing uplift multiplier eu
1,1*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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.*
regional processing uplift multiplier us
1,1*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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_high
0,01*
search_context_size_low
0,01*
search_context_size_medium
0,01*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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/batch*
  • /v1/responses*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 computer use
Sì*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 minimal reasoning effort
No*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 none reasoning effort
Sì*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
Sì*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 cache breakpoint
Sì*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 search
Sì*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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 xhigh reasoning effort
Sì*
Ambito e condizioni
native_context
provider
openai*
mode
chat*
full_native_model_id
gpt-5.6-sol*
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.*
Specifiche 3 · 29 campi
QwenSWEBench
suite
QwenSWEBench
workload
reported score · Claude Code · Internal · max · avg@3
score
73,5*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Harness
Claude Code*
Statistic
avg@3*
Timeout
8 hours*
Task set
Internal*
Maximum output
32.768*
Temperature
1,0*
Context length
256K tokens*
QwenQoderBench
suite
QwenQoderBench
workload
reported score · Claude Code · Internal · max · avg@5
score
53,8*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Harness
Claude Code*
Statistic
avg@5*
Timeout
6 hours*
Task set
Internal*
Maximum output
32.768*
Temperature
1,0*
Context length
256K tokens*
QwenReactBench
suite
QwenReactBench
workload
reported score · Claude Code · Internal · max
score
1.564,0*
unit
Elo
Ambito e condizioni
Test conditions
Metric
BT/Elo rating*
Checkpoint version
Not specified*
Reasoning setting
max*
Languages
English and Chinese*
Judge
Multimodal automatic judge*
Task set
Internal*
Harness
Claude Code*
QwenSVGBench
suite
QwenSVGBench
workload
reported score · Not specified · Internal · max
score
1.758,0*
unit
Elo
Ambito e condizioni
Test conditions
Metric
BT/Elo rating*
Checkpoint version
Not specified*
Reasoning setting
max*
Languages
English and Chinese*
Judge
Multimodal automatic judge*
Task set
Internal*
Harness
Not specified*
CoWorkBench
suite
CoWorkBench
workload
reported score · Internal · max
score
71,5*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Task set
Internal*
WorkSpaceBench
suite
WorkSpaceBench
workload
reported score · max
score
65,6*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
JobBench
suite
JobBench
workload
reported score · max
score
45,4*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
SkillsBench
suite
SkillsBench
workload
reported score · Codex · Public SkillsBench v1.1 · max · Average of three runs per task
score
73,5*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Harness
Codex*
Tasks
87*
Statistic
Average of three runs per task*
Task set
Public SkillsBench v1.1*
Agents' Last Exam (Pass / Score)
suite
Agents' Last Exam (Pass / Score)
workload
Pass · max
score
30,6*
Ambito e condizioni
Test conditions
Metric
Pass*
Checkpoint version
Not specified*
Reasoning setting
max*
Agents' Last Exam (Pass / Score)
suite
Agents' Last Exam (Pass / Score)
workload
Score · max
score
53,6*
Ambito e condizioni
Test conditions
Metric
Score*
Checkpoint version
Not specified*
Reasoning setting
max*
Terminal Bench 2.1
suite
Terminal Bench 2.1
version
2.1
workload
reported score · Codex · max · Best published result across harnesses
score
88,8*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Harness
Codex*
Statistic
Best published result across harnesses*
Automation-Bench (Pass@1)
suite
Automation-Bench (Pass@1)
workload
reported score · Public subset · max
score
29,7*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Tasks
600*
Task set
Public subset*
Toolathlon Verified (Pass@1)
suite
Toolathlon Verified (Pass@1)
workload
reported score · max
score
74,9*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
HLE w/ tools
suite
HLE w/ tools
workload
reported score · Enabled · max
score
58,0*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Tool access
Enabled*
GPQA Diamond
suite
GPQA Diamond
workload
reported score · max
score
94,1*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
HLE
suite
HLE
workload
reported score · Disabled · max
score
47,2*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Tool access
Disabled*
IFBench
suite
IFBench
workload
reported score · max
score
72,7*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
$OneMillion-Bench (expert score)
suite
$OneMillion-Bench (expert score)
workload
reported score · max
score
53,8*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Judge
gemini-3.1-pro-preview*
HealthBench
suite
HealthBench
workload
reported score · max
score
55,3*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
SWE-bench Pro
suite
SWE-bench Pro
workload
reported score · Claude Code · Refined task set with corrected problematic tasks · max
score
64,6*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Harness
Claude Code*
Task set
Refined task set with corrected problematic tasks*
Temperature
1,0*
Top p
0,95*
Context length
256K tokens*
PLawBench
suite
PLawBench
workload
reported score · max
score
72,3*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Judge
gemini-3.1-pro-preview*
PRBench-Legal
suite
PRBench-Legal
workload
reported score · max
score
57,6*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
PRBench-Finance
suite
PRBench-Finance
workload
reported score · max
score
55,5*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
MRCR v2 256K (8-needle)
suite
MRCR v2 256K (8-needle)
version
2
workload
reported score · max
score
93,8*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Variant
8-needle*
Context length
256K tokens*
LongBench v2
suite
LongBench v2
version
2
workload
reported score · max
score
67,1*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
DeepSWE 1.1
suite
DeepSWE 1.1
version
1.1
workload
reported score · Claude Code or mini-SWE-agent; winning harness unspecified · max · Highest result across two harnesses
score
73,0*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Harness
Claude Code or mini-SWE-agent; winning harness unspecified*
Statistic
Highest result across two harnesses*
Temperature
1,0*
Top p
0,95*
Context length
256K tokens*
MLS-Bench-Lite
suite
MLS-Bench-Lite
workload
reported score · Not specified · max
score
46,2*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Harness
Not specified*
PaperBench
suite
PaperBench
workload
reported score · BasicAgent · max
score
90,5*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Harness
BasicAgent*
Variant
Code-Dev*
Judge
Claude Opus 4.6*
Runs
3*
Timeout
12 hours per run*
AndroidBench
suite
AndroidBench
workload
reported score · Public subset · max · avg@3
score
74,0*
Ambito e condizioni
Test conditions
Metric
reported score*
Checkpoint version
Not specified*
Reasoning setting
max*
Tasks
95*
Statistic
avg@3*
Task set
Public subset*

* Dati provvisori