OpenAI: GPT-6 Sol (batch)

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

GPT-6 Sol is the cost-efficient high-end model in OpenAI's GPT-6 series, positioned below the flagship GPT-6 Astra and above the fast GPT-6 Luna tier. It is suited for demanding professional...

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

This model supports the following parameters:

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

This model supports the following features:

Tools Structured Outputs Response Format Reasoning
Performance Summary

OpenAI's GPT-6 Sol, released on September 22, 2026, is positioned as a cost-efficient high-end model within the GPT-6 series, designed for demanding professional applications. It consistently performs among the fastest models, ranking in the 74th percentile for speed across five benchmarks. The model also offers competitive pricing, placing in the 44th percentile. Notably, GPT-6 Sol demonstrates exceptional reliability, achieving a perfect 100% success rate across all benchmarks, indicating minimal technical failures and consistent response delivery. In terms of specific performance, GPT-6 Sol excels in acknowledging uncertainty, achieving perfect accuracy (100%) on the Hallucinations (Baseline) test, making it the most accurate model at its price point and among models of comparable speed. It also shows strong capabilities in Reasoning (98% accuracy, 88th percentile) and Mathematics (94% accuracy, 76th percentile), demonstrating robust analytical and problem-solving skills. Its Instruction Following is also commendable at 90% accuracy (94th percentile). The primary area for potential improvement appears to be Email Classification, where it achieved 97% accuracy, placing it in the 36th percentile, suggesting it is less competitive in this specific task compared to other models. Overall, GPT-6 Sol is a highly reliable and fast model with strong reasoning and mathematical prowess, offering excellent value for its performance.

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-20260922 1M $1 / 1M tokens $5 / 1M tokens
OpenAI
OpenAI | openai/gpt-6-sol-20260922 1M $2 / 1M tokens $10 / 1M tokens
Amazon Bedrock
Amazon Bedrock | openai/gpt-6-sol-20260922 1M $2.2 / 1M tokens $11 / 1M tokens
OpenAI
OpenAI | openai/gpt-6-sol-20260922 1M $4 / 1M tokens $20 / 1M tokens
Azure
Azure | openai/gpt-6-sol-20260922 1M $2.2 / 1M tokens $11 / 1M tokens
Azure
Azure | openai/gpt-6-sol-20260922 1M $2 / 1M tokens $10 / 1M tokens
Azure
Azure | openai/gpt-6-sol-20260922 1M $2.2 / 1M tokens $11 / 1M tokens
Benchmark Results
Benchmark Category Reasoning Strategy Free Executions Accuracy Cost Duration
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