openai

OpenAI: GPT-6 Sol Pro

openai/gpt-6-sol-pro

Our take

AI-assisted analysis based on the sources below. Suitability is an editorial assessment; test it on your own workload.

OpenRouter's catalog presents openai/gpt-6-sol-pro as an OpenAI model that accepts text, images, and files and produces text, with a large catalog-listed context window. The catalog says it is the GPT-6 Sol model served in a pro reasoning mode intended to improve responses on difficult tasks, while warning that this mode can consume substantially more. Reasoning is enabled by default at medium effort and supports several levels, including none. Because only catalog data was supplied and no independent model card was available, real-world performance remains unverified.[1]

Strengths

OpenRouter lists text, image, and file inputs with text output.[1]
Reasoning is enabled by default at medium effort and can be set across levels from none to max.[1]
The catalog lists support for tools, structured outputs, response formats, seeds, verbosity, and token limits.[1]

Limitations

Text is the only listed output modality; image, file, or audio generation is not reported.[1]
The catalog warns that pro reasoning can consume far more, so spending should be validated for the intended workload.[1]
Evidence comes only from OpenRouter's catalog; its benchmark fields contain no results, and an independent model card was not supplied.[1]

Where to use it

Evaluate for complex text tasks where configurable reasoning may improve answer quality.[1]
Consider for document-, image-, or text-analysis workflows that return written responses.[1]
Potentially useful in API integrations that need tool calling, structured output, or seed controls.[1]

Sources

[1] OpenRouter catalog · OpenAI: GPT-6 Sol ProSources checked: Nov 13, 2026

About this model

Description below is the original text supplied by OpenRouter, shown in the source language.

GPT-6 Sol Pro is the same underlying model as [GPT-6 Sol](https://openrouter.ai/openai/gpt-6-sol), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. **Cost note:** pro mode spends far more...

Specifications

Model ID: openai/gpt-6-sol-pro
Canonical ID: openai/gpt-6-sol-pro-20260922
Creator: openai
Added to OpenRouter: 22.09.2026
Context length: 1,050,000
Modality: text+image+file->text
Input modalities: file, image, text
Output modalities: text
Token pricing: USD per 1M tokens: in $2 / out $10
Knowledge cutoff: —
Expiration date: —

Tasks and capabilities

A grade appears only where the source supplies a matching measurement for that task, the model is active and the cohort holds at least 10 comparable models. The capability column lists facts the source declares — supported formats, reasoning and tool parameters — which are not measured quality.

Task	Grade	Source-declared capability
General quality	No measurement	reasoning: optional · default medium · efforts: max, xhigh, high, medium, low, none · parameters: include_reasoning, reasoning, reasoning_effort
Coding	No measurement	—
Agents	No measurement	parameters: structured_outputs, tool_choice, tools
Writing	No measurement	output: text
Reasoning	No measurement	reasoning: optional · default medium · efforts: max, xhigh, high, medium, low, none · parameters: include_reasoning, reasoning, reasoning_effort
Document analysis	No measurement	input: file
Vision	No measurement	input: image
Image generation	No measurement	—
Audio	No measurement	—
Video	No measurement	—
Embeddings	No measurement	—

Evaluations

No evaluations are supplied for this model.

How grades work

Each letter grade compares a model only against other models scored by the same source and metric in the current snapshot. S means the top 10%, A the next 20%, B the next 30%, C the rest. Models without a published measurement are shown as not rated — a supported format alone never implies measured quality.

S — S — top 10% of the cohort
A — A — next 20% of the cohort
B — B — next 30% of the cohort
C — C — below the B band

Providers

Optional live provider statistics from OpenRouter. Missing values are unknown, not zero.

Provider	Context length	Price in /1M	Price out /1M	Latency p50 (30m, s)	Throughput p50 (30m, tok/s)	Uptime (30m)
OpenAI	1,050,000	$1	$5	—	—	—
OpenAI	1,050,000	$2	$10	—	—	100%
Azure	1,050,000	$2	$10	—	—	—
Azure	1,050,000	$2.2	$11	—	—	—
Azure	1,050,000	$2.2	$11	—	—	—
OpenAI	1,050,000	$4	$20	—	—	—

Provider data retrieved: 13.11.2026

No published articles identify this model yet.