OpenAI: GPT-6 Sol Pro (batch)

Image input Text input File input Text output
Author's Description

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. Learn more in OpenAI's docs: https://developers.openai.com/api/docs/guides/reasoning#reasoning-mode

Key Specifications
Cost
$$$$$
Context
1M
Released
Sep 22, 2026
Speed
Ability
Reliability
Supported Parameters

This model supports the following parameters:

Max Tokens Tool Choice Seed Response Format Include Reasoning Tools Structured Outputs Reasoning
Features

This model supports the following features:

Tools Response Format Structured Outputs Reasoning
Performance Summary

OpenAI's GPT-6 Sol Pro (batch), released on September 22, 2026, is a specialized version of GPT-6 Sol with an enhanced `reasoning.mode` for complex tasks. This model demonstrates competitive response times, performing among the faster models with a 55th percentile speed ranking across seven benchmarks. However, it tends to be positioned at premium pricing levels, ranking in the 15th percentile for cost. A standout feature is its exceptional reliability, achieving a 100% success rate across all benchmarks, indicating minimal technical failures. The model exhibits remarkable accuracy in several critical areas. It achieved perfect scores in Hallucinations (100% accuracy), demonstrating a strong ability to acknowledge uncertainty, and in Reasoning (100% accuracy), showcasing advanced problem-solving capabilities. It also excelled in Ethics (100% accuracy), indicating robust moral and ethical understanding. Strong performance was also observed in Instruction Following (91% accuracy, 95th percentile) and Mathematics (95% accuracy, 82nd percentile), suggesting proficiency in complex directives and quantitative tasks. While its Coding accuracy was high at 94% (80th percentile), its Email Classification accuracy was 97% but ranked lower at the 33rd percentile, indicating a potentially less competitive edge in this specific domain compared to other models. Overall, GPT-6 Sol Pro (batch) is a highly reliable and accurate model, particularly for tasks requiring sophisticated reasoning and ethical considerations, albeit at a premium price point.

Model Pricing

Current Pricing

Feature Price (per 1M tokens)
Prompt $1
Completion $5
Input Cache Read $0.1
Input Cache Write $1.25
Web Search $10000

Price History

Available Endpoints
Provider Endpoint Name Context Length Pricing (Input) Pricing (Output)
OpenAI
OpenAI | openai/gpt-6-sol-pro-20260922 1M $1 / 1M tokens $5 / 1M tokens
OpenAI
OpenAI | openai/gpt-6-sol-pro-20260922 1M $2 / 1M tokens $10 / 1M tokens
OpenAI
OpenAI | openai/gpt-6-sol-pro-20260922 1M $4 / 1M tokens $20 / 1M tokens
Benchmark Results
Benchmark Category Reasoning Strategy Free Executions Accuracy Cost Duration
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