AI agent benchmarking tools - AI tools

Benchx offers a platform to create custom evaluation datasets and run AI agent tests in managed sandboxed environments, providing deep performance insights.
- Contact for Pricing

CRAB is a general-purpose agent benchmark framework for Multimodal Language Model (MLM) agents. It provides an end-to-end framework to build agents, operate environments, and create benchmarks to evaluate them.
- Free

Relari offers a contract-based development toolkit to define, inspect, and verify AI agent behavior using natural language, ensuring robustness and reliability.
- Freemium
- From 1000$

Agency offers tools and expertise to assist teams in building, prototyping, and deploying reliable AI agents, supported by the AgentOps observability platform.
- Contact for Pricing

Maxim is an end-to-end evaluation and observability platform designed to help teams ship AI agents reliably and more than 5x faster.
- Paid
- From 29$

Browserable is an open-source JavaScript library designed for building AI agents capable of automating browser tasks like navigation, form filling, and data extraction. It offers high performance, self-hosting options, and easy integration via JS SDK or REST API.
- Free

Okareo provides error discovery and evaluation tools for AI agents, enabling faster iteration, increased accuracy, and optimized performance through advanced monitoring and fine-tuning.
- Freemium
- From 199$
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