AI evaluation platform - AI tools

Freeplay provides comprehensive tools for AI teams to run experiments, evaluate model performance, and monitor production, streamlining the development process.

• Paid
• From 500$

Arize is a comprehensive platform designed to accelerate the development and improve the production of AI applications and agents.

• Freemium
• From 50$

Future AGI is a comprehensive evaluation and optimization platform designed to help enterprises build, evaluate, and improve AI applications, aiming for high accuracy across software and hardware.

• Freemium
• From 50$

makreview.com provides in-depth reviews and analysis of various AI tools, helping users make informed decisions about AI technology investments and implementations.

• Free

Evidently AI is a comprehensive AI observability platform that helps teams evaluate, test, and monitor LLM and ML models in production, offering data drift detection, quality assessment, and performance monitoring capabilities.

• Freemium
• From 50$

Lisapet.ai is an AI development platform designed to help product teams prototype, test, and deploy AI features efficiently by automating prompt testing.

• Paid
• From 9$

Coherence provides AI-augmented testing for evaluating AI responses and prompts, alongside a platform for streamlined cloud deployment and infrastructure management.

• Freemium
• From 35$

Braintrust provides an end-to-end platform for developing, evaluating, and monitoring Large Language Model (LLM) applications. It helps teams build robust AI products through iterative workflows and real-time analysis.

• Freemium
• From 249$

Gentrace is an LLM evaluation platform designed for AI teams to test and automate evaluations of generative AI products and agents. It facilitates collaborative development and ensures high-quality LLM applications.

• Usage Based

Humanloop is an enterprise-grade platform that provides tools for LLM evaluation, prompt management, and AI observability, enabling teams to develop, evaluate, and deploy trustworthy AI applications.

• Freemium

HoneyHive is a comprehensive platform that provides AI observability, evaluation, and prompt management tools to help teams build and monitor reliable AI applications.

• Freemium

Audace.ai is an AI-powered platform that helps innovators fast-track and manage idea development by evaluating concepts, generating prototypes, and analyzing market trends to transform ideas into actionable projects.

• Freemium
• From 99$

Web Bench is an AI web browsing agent benchmark featuring 5,750 tasks across 452 different websites to evaluate and compare autonomous and copilot AI models.

• Free

Weco utilizes an AI research engineer, AIDE, to automate code optimization and research through benchmark-driven experimentation, delivering measurable performance improvements.

• Contact for Pricing

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

Oumi provides an open, collaborative platform for researchers and developers to build, evaluate, and deploy state-of-the-art AI models, from data preparation to production.

• Contact for Pricing

ech0 provides comprehensive, scalable testing for AI agents, identifying security vulnerabilities, consistency issues, and policy compliance before production deployment.

• Freemium

LastMile AI empowers developers to seamlessly transition generative AI applications from prototype to production with a robust developer platform.

• Contact for Pricing
• API

Autoblocks is a collaborative testing and evaluation platform for LLM-based products that automatically improves through user and expert feedback, offering comprehensive tools for monitoring, debugging, and quality assurance.

• Freemium
• From 1750$

Hegel AI provides a developer platform for building, monitoring, and improving large language model (LLM) applications, featuring tools for experimentation, evaluation, and feedback integration.

• Contact for Pricing

Scorecard.io is an evaluation platform designed for testing and validating production-ready Generative AI applications, including LLMs, RAG systems, agents, and chatbots. It supports the entire AI production lifecycle from experiment design to continuous evaluation.

• Contact for Pricing

HackerEarth is an AI-driven platform that enables companies to assess, hire, and upskill technical talent through automated coding assessments, AI interviews, and hackathons, while helping developers improve their skills with measurable benchmarks.

• Contact for Pricing

Langtrace is an open-source observability and evaluations platform designed to help developers monitor, evaluate, and enhance AI agents for enterprise deployment.

• Freemium
• From 31$

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$

Distributional is an enterprise platform for AI testing, designed to give teams confidence in the reliability of their AI and ML applications. It offers a proactive approach to mitigate the risks associated with unpredictable AI systems.

• Contact for Pricing

Adaline is a collaborative platform for teams building with Large Language Models (LLMs), enabling efficient iteration, evaluation, deployment, and monitoring of prompts.

• Contact for Pricing

AIxBlock is a decentralized platform for AI development and deployment, offering access to computing power, AI models, and human validators. It ensures privacy, scalability, and cost savings through its decentralized infrastructure.

• Freemium
• From 69$

Basalt is an AI building platform that helps teams quickly create, test, and launch reliable AI features. It offers tools for prototyping, evaluating, and deploying AI prompts.

• Freemium

Mozark AI is an AI-assisted platform for comprehensive digital experience testing, enabling enterprises to monitor, test, and optimize networks and applications on real devices.

• Contact for Pricing

Teammately is an autonomous AI agent that self-iterates AI products, models, and agents to meet specific objectives, operating beyond human-only capabilities through scientific methodology and comprehensive testing.

• Freemium