OpenAI announces GPT-6.1 Sol, an upgrade to GPT-6 Sol designed to rival GPT-6 Astra on agentic coding, computer-use tasks, and professional workflows while dramatically reducing input costs. The model achieves near-Astra performance on complex benchmarks such as DeepSWE v1.1, GDP.pdf, AutomationBench, OSWorld 2.0, and Terminal-Bench Science 0.1, all at substantially lower per-task costs. Notably, GPT-6.1 Sol lowers input tokens to $0.10 per million cached input tokens and $2 per million input tokens, with output tokens priced at $10 per million, creating a cost-efficient path for building persistent agents that reuse context. OpenAI positions GPT-6.1 Sol as a balanced upgrade for everyday professional work, including writing, debugging, document understanding, and executing multi-step business workflows. Availability extends to Plus, Pro, Business, Enterprise, and Edu users in ChatGPT Work and Codex, with API access under the gpt-6.1-sol designation. An Ultrafast variant is teased for future release, promising substantially faster token generation. While Astra remains the top performer for the toughest scientific tasks, GPT-6.1 Sol offers a meaningful improvement-at-cost tradeoff for a broad set of routine to advanced tasks.
NewsBite reading:GPT-6.1 Sol launches, matching Astra at a fraction of cost
A new model variant (GPT-6.1 Sol) with substantially reduced input costs and improved performance on agentic tasks was introduced, expanding availability across platforms and APIs.
Unchanged: Astra remains the top performer for the most difficult scientific tasks; core pricing structure for other models remains as before
Positive overall due to substantial cost reductions and strong performance gains enabling broader adoption
Demonstrates improved capability-cost balance and broader accessibility for advanced AI
Expands enterprise-grade AI capabilities and potential workflow automation
Leader in AI model development and commercial deployment
Benchmark reference for high-end model performance
Strong performance-to-cost profile supports broader adoption of advanced AI agents
“GPT-6.1 Sol delivers substantial improvements at lower cost per task”
GPT-6.1 Sol reduces per-task costs while delivering strong performance on professional workloads, enabling wider adoption of advanced AI agents. This could accelerate enterprise automation, developer tooling, and AI-assisted workflows, while maintaining safety and reliability benchmarks. The Ultrafast variant signals a continued push toward higher-throughput AI services, potentially reshaping competitive dynamics among model providers.
Lower costs and broader access enable more experimentation and deployment of intelligent agents
Cost-efficient advanced AI capabilities for complex workflows and automation
Stronger value proposition and expanded addressable market for AI-as-a-service
OpenAI-wide availability implies broad geographic reach
pressure to improve pricing or performance
No new vulnerabilities disclosed; model safety and reviews emphasized
Higher-level use of agentic models may raise governance considerations
No negative signals; emphasis on reliability and safety
Clear roadmap and availability across platforms reduce rollout risk
No new infrastructural commitments beyond existing deployment
Distributed cloud and API access with global rollout reduces single-region exposure
No new regulatory actions described; standard compliance remains
Software delivery; no hardware dependencies highlighted
Broader adoption may shift workloads but not necessarily cause displacement
Standard model liability considerations apply; no new framework introduced
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