What are the key performance achievements of Agent-S?

Agent S3 is the first to surpass human-level performance on OSWorld with a score of 72.60%. It also demonstrates strong zero-shot generalization on WindowsAgentArena and AndroidWorld, setting new state-of-the-art results in computer use agents.

What models and providers does Agent-S support?

Agent-S supports Azure OpenAI, Anthropic, Gemini, Open Router, and vLLM inference for its main generation models. For grounding models, it recommends UI-TARS-1.5-7B hosted on Hugging Face Inference Endpoints or other providers.

What are the security considerations for using Agent-S's local coding environment?

The local coding environment executes arbitrary Python and Bash code directly on your machine with the same permissions as the user. It should only be used in trusted environments and with trusted inputs, potentially within a sandboxed environment for untrusted tasks.

Agent-S

Agent-S is an open agentic framework that enables autonomous interaction with computers. Agent S3 has surpassed human performance on OSWorld, offering a powerful solution for complex task automation.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Advanced

About

What is Agent-S?

Agent-S is an open-source framework designed to enable autonomous interaction with computers through an Agent-Computer Interface. Its mission is to build intelligent GUI agents capable of learning from past experiences and performing complex tasks autonomously. The framework has seen significant advancements, with Agent S3 being the first to surpass human-level performance on OSWorld. It supports various models and providers, including Azure OpenAI, Anthropic, Gemini, Open Router, and vLLM inference, and can be configured with grounding models like UI-TARS-1.5-7B. Agent-S offers a local coding environment for tasks requiring code execution, such as data processing and system automation, providing flexibility for technical users.

Best used for

Ideal for developers and data scientists who need to automate complex computer tasks, build intelligent GUI agents, and integrate various LLM models. Especially valuable for those requiring a local coding environment for data processing, file operations, or system automation.

Capabilities

Key features

Autonomous computer interaction
Intelligent GUI agents
Supports multiple LLM providers
Local coding environment
State-of-the-art OSWorld performance
Reflection agent assistance

Audience

developer data scientist startup founder individual freelancer smb developers

Integrations

Not yet documented

FAQs

Common questions

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