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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

48
general
58
coding
50
reasoning
54
science
40
agents
60
multimodal

Rankings

Domain#RankScoreSource
Agentic Capability14
63.0
LS
Code Ranking19
94.0
AA
General Ranking19
82.0
AA
Multimodal Ranking72
53.0
LS
Science54
81.0
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)
Lcr(Artificial Analysis)
83.7
Scicode(UIUC + Argonne National Lab (2024))
57.6
Hle(Center for AI Safety + Scale AI (2025))
47.9
Intelligence Index(Artificial Analysis)
47.5

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/sec87.0
Time to First Token100.02s
Time to Answer100.02s

Provider Price Ranking

Provider Price Ranking

1 providers

ProviderInputOutput
1OpenAI
$0
$0.00001

Compare pricing across different API providers for this model.

External Sources