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openai

OpenAI: GPT-6 Sol Pro (batch)

openai/gpt-6-sol-pro:batch

Our take

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

OpenRouter's catalog lists openai/gpt-6-sol-pro:batch as an OpenAI model that accepts text, image, and file inputs and returns text. It describes the variant as GPT-6 Sol served in a pro reasoning mode for more complex tasks, with reasoning enabled by default at medium effort and adjustable across several levels. The listing also reports a very large context window. These are catalog-reported capabilities, not measured results, and no independent model card was available in this source pack.[1]

Strengths

  • Accepts text, image, and file inputs while producing text output.[1]
  • Reasoning can be adjusted across six effort options or disabled, and defaults to medium.[1]
  • The catalog reports a 1,050,000-token context window plus tools, structured outputs, response formatting, seed, and verbosity controls.[1]

Limitations

  • Evidence comes only from OpenRouter's catalog; an independent model card was not available.[1]
  • Benchmark fields were empty, so output quality, latency, and real task performance remain unverified.[1]
  • The knowledge cutoff is not reported, and the catalog does not explain what the ':batch' suffix changes in serving behavior.[1]

Where to use it

  • Evaluate for long-document or file-based analysis that requires text answers.[1]
  • Consider for complex tasks where adjustable reasoning effort may be worth testing.[1]
  • Potential fit for API workflows needing tool calls or structured text outputs.[1]

Sources

  1. [1] OpenRouter catalog · OpenAI: GPT-6 Sol Pro (batch)Sources 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:batch
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 $1 / out $5
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.

TaskGradeSource-declared capability
General qualityNo measurementreasoning: optional · default medium · efforts: max, xhigh, high, medium, low, none · parameters: include_reasoning, reasoning, reasoning_effort
CodingNo measurement—
AgentsNo measurementparameters: structured_outputs, tool_choice, tools
WritingNo measurementoutput: text
ReasoningNo measurementreasoning: optional · default medium · efforts: max, xhigh, high, medium, low, none · parameters: include_reasoning, reasoning, reasoning_effort
Document analysisNo measurementinput: file
VisionNo measurementinput: image
Image generationNo measurement—
AudioNo measurement—
VideoNo measurement—
EmbeddingsNo 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.

ProviderContext lengthPrice in /1MPrice out /1MLatency p50 (30m, s)Throughput p50 (30m, tok/s)Uptime (30m)
OpenAI1,050,000$1$5———

Provider data retrieved: 13.11.2026

No published articles identify this model yet.