Reasoning
Tools
Vision
Multimodal
1M
Files

Standard & Paid Price

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MeterStandard PricePaid PriceSave
Input price$2.0000 / 1M tokens$1.1000 / 1M tokens-45%
Completion price$10.0000 / 1M tokens$5.5000 / 1M tokens-45%
Cache read price$0.2000 / 1M tokens$0.1100 / 1M tokens-45%
Cache creation price$2.5000 / 1M tokens$2.5000 / 1M tokens—
Dynamic pricing · 2 tiers
Billing details
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Description

OpenAI GPT-6 Sol — built for complex coding and agentic workflows. It supports text and image input, a 1,050,000-token context window, up to 128,000 output tokens, and reasoning effort from none to max, with medium as the default. Use /v1/responses for tool calling: on /v1/chat/completions, function calling works only with reasoning_effort set to none. On /v1/responses, send the whole conversation in the input array on every turn; requests that carry previous_response_id or conversation are refused.

Capabilities

Input modalities
text, image
Output modalities
text
Tasks
chat, reasoning, vision, file-video-understanding

Decision evidence

GPT-6 Sol is OpenAI's closed-weight model for complex coding and agentic work, released on 2026-09-22 as a lower-cost alternative to GPT-6 Astra, with a 1,050,000-token context window (922,000 input), 128,000 output tokens and text and image input. Reviewed tests consistently find it much faster and cheaper than Claude Opus 5.5 and GPT-6 Astra; on quality, both coding leaderboards place it below Opus 5.5 and several one-prompt comparisons preferred Opus's results, while a lava-lamp build and a $20-plan comparison favoured Sol.

2026-09-25 · Markdown evidence · JSON data

API endpoints

  • POST /v1/chat/completions (openai)
  • POST /v1/responses (openai-response)