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Proprietary release

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Released July 2026

GPT-5.6 Sol: Release Intelligence, Performance & Price

Model summary

Intelligence

47
Artificial Analysis Intelligence Index
4 out of 4 units for Intelligence.

Speed

81.7
Output tokens per second
2 out of 4 units for Speed.

Cost

In $4.00Out $20.00Cache Discount 90%
$1.99
Cost per Intelligence Index task
3 out of 4 units for Cost.

Verbosity

90M
Output tokens from Intelligence Index
3 out of 4 units for Verbosity.

The GPT-5.6 Sol release offers 6 models, each with different intelligence, performance, and pricing characteristics. Below is a comparison of the key metrics across the 6 models.

  • For intelligence, the top model of GPT-5.6 Sol is GPT-5.6 Sol (Max) at 47.
  • For output speed, the fastest model is GPT-5.6 Sol (High) at 82 t/s.
  • For latency, GPT-5.6 Sol (Non-reasoning) at 0.93s offers the lowest time to first answer token.
  • For pricing, GPT-5.6 Sol (Low) at $0.26 offers the lowest cost per task. Prices vary up to 7.6x across models.

Artificial Analysis Intelligence Index · Higher is better
Output tokens per second · Higher is better
Weighted average cost (USD) per Intelligence Index task · Lower is better

Intelligence

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v4.3.2 incorporates 10 evaluations: AA-Briefcase v1.1, GDPval-AA v2.1, AutomationBench-AA, Terminal-Bench 4.0, SciCode, Humanity's Last Exam, GDP.pdf, CritPt, AA-Omniscience, AA-LCR v1.1
Estimate (independent evaluation forthcoming)

Intelligence Index vs. Cost per Task

Artificial Analysis Intelligence Index · Weighted average cost (USD) per Artificial Analysis Intelligence Index task
Most attractive quadrant
GPT-5.6 Sol
Pareto line

Cost

Cost per Intelligence Index Task

Weighted average cost (USD) per Intelligence Index task · Segmented by token type · Lower is better

Speed & Latency

Output Speed

Output tokens per second · Higher is better

Capability Scores

Capability Indexes

Measures the performance of models on specific capabilities and industries
Finance & Accounting Index

Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, Humanity's Last Exam, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better

Strategy & Ops Index

Incorporates 6 evaluations: GDPval-AA v2.1, AA-Briefcase v1.1, AA-Omniscience, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better

Legal Index

Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, Humanity's Last Exam, AA-LCR v1.1, GDP.pdf, AutomationBench-AA · Higher is better

Healthcare & Medical Index

Incorporates 6 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, MLCR-AA, Humanity's Last Exam, AutomationBench-AA · Higher is better

Engineering Index

Incorporates 6 evaluations: AA-Omniscience, Humanity's Last Exam, CritPt, GDPval-AA v2.1, AA-Briefcase v1.1, Terminal-Bench 4.0 · Higher is better

Economics Index

Incorporates 5 evaluations: AA-Omniscience, Humanity's Last Exam, GDPval-AA v2.1, AA-Briefcase v1.1, AA-LCR v1.1 · Higher is better

Evaluations

Intelligence evaluations measured independently by Artificial Analysis · Higher is better
See more

Agentic knowledge work, Elo

Agentic SaaS workflows

Agentic real-world work tasks, Elo

Reasoning & knowledge

Professional document reasoning, All-pass

Agentic coding & terminal use

Long context reasoning

SciCodeUnder review

Coding

Physics reasoning

Agentic scientific research workflows in a terminal

Quantitative analysis on spreadsheets & documents

Agentic business operations

Kubernetes incident root-cause analysis

MLCR-AAUpdated

Medical long context reasoning

Visual reasoning

More from OpenAI

Further details

Weights
Provider Benchmarks
GPT-5.6 Sol (Max)
OpenAI logoOpenAI
47
-
1M
$3.1
82
Not available
OpenAIMicrosoft AzureAmazon Bedrock
GPT-5.6 Sol (Xhigh)
OpenAI logoOpenAI
44
-
1M
$3.1
82
Not available
OpenAIMicrosoft Azure
GPT-5.6 Sol (High)
OpenAI logoOpenAI
42
-
1M
$3.1
82
Not available
OpenAIMicrosoft Azure
GPT-5.6 Sol (Medium)
OpenAI logoOpenAI
39
-
1M
$3.1
75
Not available
OpenAI
GPT-5.6 Sol (Low)
OpenAI logoOpenAI
33
-
1M
$3.1
80
Not available
OpenAI
GPT-5.6 Sol (Non-reasoning)
OpenAI logoOpenAI
28
-
1M
$3.1
72
Not available
OpenAIAmazon Bedrock