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Description

AgentBench serves as a comprehensive evaluation framework tailored to measure the effectiveness and performance of autonomous AI agents. It features a uniform set of benchmarks designed to assess various dimensions of an agent's behavior, including their proficiency in task-solving, decision-making, adaptability, and interactions with simulated environments. By conducting evaluations on tasks spanning multiple domains, AgentBench aids developers in pinpointing both the strengths and limitations in the agents' performance, particularly regarding their planning, reasoning, and capacity to learn from feedback. This framework provides valuable insights into an agent's capability to navigate intricate scenarios that mirror real-world challenges, making it beneficial for both academic research and practical applications. Ultimately, AgentBench plays a crucial role in facilitating the ongoing enhancement of autonomous agents, ensuring they achieve the required standards of reliability and efficiency prior to their deployment in broader contexts. This iterative assessment process not only fosters innovation but also builds trust in the performance of these autonomous systems.

Description

Claude Sonnet 4 is an advanced AI model that enhances coding, reasoning, and problem-solving capabilities, perfect for developers and businesses in need of reliable AI support. This new version of Claude Sonnet significantly improves its predecessor’s capabilities by excelling in coding tasks and delivering precise, clear reasoning. With a 72.7% score on SWE-bench, it offers exceptional performance in software development, app creation, and problem-solving. Claude Sonnet 4’s improved handling of complex instructions and reduced errors in codebase navigation make it the go-to choice for enhancing productivity in technical workflows and software projects.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

.NET
AiAssistWorks
Amazon Bedrock
BLACKBOX AI
Biela.dev
CSS
Claude Haiku 4.5
Claude Max
Cody
Cursor
Doraverse
Forge Code
Go
IntelliJ IDEA
JavaScript
Kotlin
PHP
SQL
Scala
StackAI

Integrations

.NET
AiAssistWorks
Amazon Bedrock
BLACKBOX AI
Biela.dev
CSS
Claude Haiku 4.5
Claude Max
Cody
Cursor
Doraverse
Forge Code
Go
IntelliJ IDEA
JavaScript
Kotlin
PHP
SQL
Scala
StackAI

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

$3 / 1 million tokens (input)
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

AgentBench

Country

China

Website

llmbench.ai/agent

Vendor Details

Company Name

Anthropic

Founded

2021

Country

United States

Website

claude.ai

Product Features

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