Compare GPT-6.1 Sol vs. Seed2.1 Turbo in 2026

Seed2.1 Turbo

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Description

GPT-6.1 Sol is an upgraded OpenAI model that combines advanced intelligence with lower operating costs for coding, professional knowledge work, computer use, scientific research, and autonomous agents. OpenAI positions it as offering near-GPT-6 Astra intelligence at one-fifth of Astra's standard input and output token prices. The model delivers substantial improvements over GPT-6 Sol in software engineering, complex document understanding, business automation, and long-horizon computer-use workflows. On DeepSWE v1.1, GPT-6.1 Sol matches GPT-6 Astra at approximately one-fifth of the cost and surpasses GPT-6 Sol's highest score by 6.4 percentage points at lower reasoning effort. On AutomationBench, it scores 4.8 percentage points higher than GPT-6 Sol at the same reasoning setting and 2.2 points above Opus 5.5 at medium reasoning effort. GPT-6.1 Sol also improves computer use, coming within 2.1 percentage points of GPT-6 Astra on the OSWorld 2.0 offline set at maximum reasoning effort while costing roughly one-seventh as much per task. For scientific workflows, the model more than doubles GPT-6 Sol's Terminal-Bench Science 0.1 score at maximum effort while reducing average task cost by more than half. Factuality has also improved, with the share of responses containing a factual error at low reasoning effort falling from 11.4% with GPT-6 Sol to 7.7% with GPT-6.1 Sol on OpenAI's difficult error-focused evaluation. Developers can access GPT-6.1 Sol through the OpenAI API for $2 per million input tokens, $0.10 per million cached input tokens, and $10 per million output tokens, while eligible users can access it through ChatGPT Work and Codex.

Description

Seed2.1 Turbo represents an advanced AI productivity model that is adept at tackling intricate real-world challenges through its robust general-agent capabilities, coding proficiency, and multimodal functionality. Unlike traditional models that offer singular solutions, it is equipped to manage multi-step workflows aimed at achieving specific objectives, generating practical and actionable results across various tools and environments. In both professional settings and everyday tasks, it can assist with project management, document handling, data analysis, solution development, content organization, tool utilization, and synthesizing results. Additionally, it excels in educational, office, and research contexts, facilitating tasks such as crafting lesson-plan presentations, dissecting detailed spreadsheets, and generating comprehensive industry analyses. In the realm of software engineering, Seed2.1 Turbo facilitates complete project delivery, encompassing requirement analysis, feature development, bug resolution, environment configuration, terminal commands, and validation of outcomes, while also possessing a deep understanding of codebase structure, dependencies, and business logic to efficiently manage modifications. This model’s versatility makes it a valuable asset across a wide range of applications, ensuring that users can leverage AI to enhance productivity and streamline their workflows.