AI model evaluation tools - AI tools
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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$
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LastMile AI empowers developers to seamlessly transition generative AI applications from prototype to production with a robust developer platform.
- Contact for Pricing
- API

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
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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
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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$
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EleutherAI is a research institute focused on advancing and democratizing open-source AI, particularly in language modeling, interpretability, and alignment. They train, release, and evaluate powerful open-source LLMs.
- Free
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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$
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VESSL AI provides a full-stack cloud infrastructure for AI, enabling users to train, deploy, and manage AI models and workflows with ease and efficiency.
- Usage Based
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HoneyHive is a comprehensive platform that provides AI observability, evaluation, and prompt management tools to help teams build and monitor reliable AI applications.
- Freemium
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Forefront is a comprehensive platform that enables developers to fine-tune, evaluate, and deploy open-source AI models with a familiar experience, offering complete control and transparency over AI implementations.
- Freemium
- From 99$
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AIDetect is a comprehensive AI detection platform that offers high-accuracy identification of AI-generated content from various sources like ChatGPT, Google Gemini, and Claude Opus, along with AI text humanization capabilities.
- Freemium
- From 10$

Teammately is an autonomous AI Agent that helps build, refine, and optimize AI products, models, and agents through scientific iteration and objective-driven development.
- Contact for Pricing
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Keywords AI is a comprehensive developer platform for LLM applications, offering monitoring, debugging, and deployment tools. It serves as a Datadog-like solution specifically designed for LLM applications.
- Freemium
- From 7$
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Maihem empowers technology leaders and engineering teams to test, troubleshoot, and monitor any (agentic) AI workflow at scale. It offers industry-leading AI testing and red-teaming capabilities.
- Contact for Pricing
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AI Score My Site is a specialized tool that evaluates websites for AI search engine optimization and provides actionable insights for improving AI discoverability and ranking potential.
- Free
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Remyx AI is a comprehensive platform for AI development that helps teams curate datasets, train models, and streamline deployment with an integrated studio environment.
- Freemium
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Censius is an AI observability platform that provides automated monitoring, proactive troubleshooting, and model explainability tools to help organizations build and maintain reliable machine learning models throughout their lifecycle.
- Free Trial
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GMTECH offers multiple AI models in one subscription, allowing users to compare results in real-time and streamline their AI interactions.
- Paid
- From 15$
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Detecting-AI is a comprehensive AI content detection tool that offers 98% accuracy in identifying AI-generated content from various models including ChatGPT, Gemini, Jasper, and Claude. It provides instant detection with privacy guarantees and requires no sign-up.
- Freemium
- From 5$
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Labelbox provides a comprehensive suite of data solutions to operate, build, or staff your AI data factory, generating high-quality training data and evaluating model performance.
- Freemium
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Discover, evaluate, and understand scientific articles through Smart Citations.
- Paid

PremAI offers an autonomous fine-tuning system to build custom AI agents that improve over time. It simplifies the creation and deployment of high-performance, context-aware AI applications.
- Freemium
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LangWatch empowers AI teams to ship 10x faster with quality assurance at every step. It provides tools to measure, maximize, and easily collaborate on LLM performance.
- Paid
- From 59$
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RankRaven offers advanced AI-driven SERP tracking tools to monitor and analyze your brand's performance across multiple AI search models.
- Free Trial
- From 49$
- API

DoMore.ai is a comprehensive catalog of AI tools, personalized to help users enhance productivity and streamline workflows across various domains.
- Free

AI Studio is a comprehensive MLOps platform that provides enterprise-level tools for machine learning governance, monitoring, and deployment. It enables companies to streamline their ML operations with real-time insights and automated workflows.
- Freemium
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Contentable.ai is an innovative platform designed to streamline AI model testing, ensuring high-performance, accurate, and cost-effective AI applications.
- Free Trial
- From 20$
- API

HappyAI offers a personalized and convenient platform for interacting with top AI models like GPT-4, Claude, DeepSeek and Gemini. It provides a joyful and delightful AI experience, supporting various tasks such as chatting, searching, writing, and programming.
- Free
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Bakery allows AI startups, ML engineers, and researchers to easily fine-tune and monetize their AI models. Explore and use various open-source or proprietary models.
- Other

LearnMentalModels AI Coach uses mental models to help entrepreneurs and managers make better decisions. It offers personalized action plans and a supportive community to overcome analysis paralysis and improve strategic thinking.
- Freemium
- From 19$
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