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GPT-5.6 Sol – OpenAI

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GPT-5.6 Sol is a Flagship reasoning/agent from OpenAI (United States).

One-line fit: best used for Long tool loops, autonomous agents, enterprise automation.

Key specifications

Provider OpenAI
Model GPT-5.6 Sol
Type Flagship reasoning/agent
Context window ~1M (reported)
Pricing (indicative) $5 / $30 per 1M in/out
Company category Frontier Lab
Region United States
Official site https://openai.com

Benchmarks and public standing

Terminal-Bench class SOTA claims; strong computer-use; agent persistence leader in early reports

Treat scores as directional. SWE-bench, Terminal-Bench, LMSYS Arena, Artificial Analysis, and vendor cards use different harnesses and are not always comparable 1:1. Re-check the latest official model card before decisions.

What this model is good at

Long tool loops, autonomous agents, enterprise automation

This aligns with OpenAI’s broader strengths:

  • Agentic coding and computer-use
  • Consumer chat and voice
  • Enterprise ChatGPT distribution
  • Multimodal generation

Limitations and watch-outs

Token efficiency; eval purity debates

  • Rate limits, regional availability, and data retention policies vary by plan.
  • Agent harness quality (Cursor, Claude Code, Codex, custom tools) can change outcomes more than raw model Elo.
  • Open-weight availability (if any) is separate from hosted API quality and safety filters.

Ideal users

  • Product engineers shipping features that match: Long tool loops, autonomous agents, enterprise automation
  • Teams standardizing on the OpenAI ecosystem
  • Agent builders who need a Flagship reasoning/agent

When to pick something else

  • Cheaper volume: compare lower tiers from the same lab or open Chinese/EU alternatives.
  • Maximum hard SWE thoughtfulness: compare Claude Fable-class and other coding flagships.
  • Giant multimodal corpora / Workspace: compare Gemini-class models.
  • Self-host / open weights: Llama, Qwen, DeepSeek, GLM, Mistral open lines.

Parent company

OpenAI – Consumer and enterprise AI leader behind ChatGPT, GPT flagship models, Codex, and GPT Live voice. Defines mass-market AI distribution.

Related models from OpenAI

Data is curated for AIForumSphere model directory mid-2026 directional figures.

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