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GPT-6 Sol (Max)

OpenAIProprietary

Description

GPT-6 Sol is OpenAI's GPT-6 model for complex coding and agentic workflows. It supports text and image input with text output, a 1,050,000-token context window (maximum input 922,000 tokens), and 128,000 output tokens. Reasoning effort supports none, low, medium (API default), high, xhigh, and max. Responses API supports reasoning with function calling and built-in tools; Chat Completions function calling requires reasoning effort none. Standard per-million-token pricing is $2 input, $0.2 cached input, $2.5 cache writes, and $10 output. Prompts above 272K input tokens cost 2x input/cache and 1.5x output across the full request. Batch and Flex cost 50% of Standard; Fast costs 2x applicable rates. Regional processing adds 10% where available. Launch benchmarks are OpenAI-reported; effort, cost per task, and evaluation variants are recorded with each score.

Release Date
2026-09-22
Parameters
—
Context Length
1.1M
Modalities
image, pdf, text

Capability Radar

44
general
60
coding
50
reasoning
43
scienceest.
40
agents
60
multimodal

Science is estimated from LLM Stats science scores or reasoning when no dedicated science benchmarks are available.

Rankings

Domain#RankScoreSource
Agentic Capability51
51.0
LS
Code Ranking9
93.0
LB
General Ranking14
68.0
AA
Math Reasoning10
96.0
LB
Multimodal Ranking74
52.0
LS
Reasoning23
89.0
LB
Science15
64.0
AA

Benchmark Scores (LLM Stats)

(LLM Stats (zeroeval))

Agents

Agents' Last Exam56.4%SR
AutomationBench v1.0.633.2%SR

Code

DeepSWE 1.168.8%SR

Multimodal

OSWorld 2.064.4%SR

Reasoning

FrontierCode 1.149.3%SR

AA Evaluation Indices

(Artificial Analysis)
Strategy And Ops
52.1
Engineering(Artificial Analysis)
48.9
Economics
47.7
Finance And Accounting
47.5
Legal
46.3
Healthcare And Medical
45.1
Intelligence Index(Artificial Analysis)
44.2

LLM Stats Category Scores

(LLM Stats (zeroeval))
Multimodal
60
Code
60
Vision
60
Reasoning
50
General
50
Agents
50
Tool Calling
40

Pricing

Input Price$2 / 1M tokens
Output Price$10 / 1M tokens
Blended Price (3:1)$4 / 1M tokens
Cache Read Price$0.2 / 1M tokens
Cache Write Price$2.5 / 1M tokens

Speed

Tokens/sec144.3
Time to First Token137.57s
Time to Answer137.57s

Provider Price Ranking

Provider Price Ranking

1 providers

ProviderInputOutput
1OpenAIPRIMARY
$2
$10

Compare pricing across different API providers for this model.

External Sources