TheAgentCompany

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TheAgentCompany is an AI Agents & Automation tool that provides an extensible benchmark for evaluating AI agents. It simulates a software company environment to test LLM agents on real-world professional tasks.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is TheAgentCompany?

TheAgentCompany is an open-source benchmark designed to evaluate the performance of LLM agents on consequential, real-world tasks within a simulated software company environment. It allows for assessing how well AI agents can accelerate or autonomously perform work-related tasks by interacting with the web, writing code, running programs, and communicating. The platform offers diverse task roles, data types, and a comprehensive scoring system with multiple evaluation methods, including deterministic and LLM-based evaluators. It features simple one-command operations for environment setup and quick system resets, making it an extensible framework for adding new tasks and evaluators. The benchmark is available on GitHub and supports integration with platforms like OpenHands.

Best used for

Ideal for developers and AI researchers who need to rigorously benchmark LLM agents, evaluate their performance on real-world professional tasks, and compare different AI models. Especially valuable for those looking to understand the practical implications of AI agent adoption in labor markets and industry workflows.

Common actions

benchmark AI agents

evaluate LLM performance

simulate work tasks

develop AI agents

"AI Agents"github copilotdeepfakeface swappingworkflowsopen-sourceautomated workflowcollaborationlow-code/no-code

Capabilities

Key features

Benchmark LLM agents
Simulated software company
Diverse task roles
Comprehensive scoring system
Extensible framework
One-command setup

Target Audience

developer

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What kind of tasks can be benchmarked with TheAgentCompany?

TheAgentCompany benchmarks LLM agents on diverse professional tasks found in a simulated software company, including software engineering, product management, data science, and HR. These tasks involve coding, conversational interactions, mathematical reasoning, and text comprehension.

How does TheAgentCompany evaluate agent performance?

The platform uses a comprehensive scoring system that includes result-based evaluation as primary and subcheckpoints checking as secondary. It supports multiple evaluation methods, such as deterministic evaluators and LLM-based evaluators, to provide a thorough assessment.

Is TheAgentCompany easy to set up and use?

Yes, TheAgentCompany is designed for quick setup. It offers simple one-command operations to set up the complete environment in minutes, whether locally or on the cloud. It also allows for quick system resets when needed, streamlining the benchmarking process.

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Subcategories trending in AI Agents & Automation

Chatbots & Conversational AI General-Purpose Agents Workflow Agents Personal Assistants RAG & Document AI Voice Agents

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Also listed in

This tool also appears in

Coding & Development › Open Source & Models Coding & Development › Testing & QA

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