Ranking February 2025
Llm evaluation & monitoring

The RankmyAI Llm Evaluation & Monitoring Ranking presents the top 25 AI tools from our Overall ranking focusing on llm evaluation & monitoring.

 

These AI tools are designed to assess and monitor language models, providing functionality such as performance evaluation, misuse detection, and compliance verification in various professional environments. They work by analyzing the outputs and performance metrics of language models, offering insights and reports that aid in decision-making processes related to model deployment and usage. These AI tools are primarily applied in industries requiring stringent model governance, including finance, healthcare, and customer service, where consistent evaluation of AI systems is crucial for maintaining integrity and compliance.

 

The green up and red down arrows indicate how many positions a tool has increased or decreased compared to the previous month's ranking. A grey dash means the tool's position has remained unchanged.

1
Deepchecks Monitoring Deepchecks offers comprehensive evaluation and monitoring tools for LLM applications, leveraging open-source ML testing packages to automate quality control, compliance checks, and risk mitigation, enhancing the reliability and performance of AI systems.
unknown
Israel
2
Fiddler AI Fiddler AI provides a platform for monitoring and ensuring the integrity of AI models, offering explainable AI and observability tools to manage the lifecycle of ML and LLM applications effectively. It integrates with major cloud providers.
freemium
United States
3
Scade.pro Scade.pro offers a no-code platform that simplifies AI app development by providing access to over 1,500 models and tools. It reduces complexity with a unified API, allowing easy integration across web and mobile platforms without coding skills.
unknown
Unknown
4
TruEra TruEra provides AI-driven solutions for machine learning model monitoring, testing, and quality management, ensuring reliable and trustworthy AI implementation across industries such as banking and manufacturing.
unknown
United States
5
Promptfoo Promptfoo offers a platform for robust LLM application security testing, enabling developers to run tailored vulnerability scans and receive actionable insights for software protection.
freemium
United States
6
Twilix Confident AI offers a platform to evaluate and benchmark LLM applications through advanced observability and synthetic dataset generation. It utilizes metrics proven to match human evaluation and offers real-time feedback on performance drift and regressions.
freemium
Unknown
7
Agentops AgentOps is a developer platform designed to test and debug AI agents, enhancing reliability through tools like time travel debugging and cost tracking. It integrates with leading cloud services, ensuring seamless deployment and management.
freemium
United States
8
QuantPi QuantPi's AI Trust Platform enables thorough testing and evaluation of AI systems to ensure reliability and compliance with ethical standards, providing tools for uniform risk assessment and performance measurement.
unknown
Germany
+4
9
Airtrain AI Airtrain AI is a data processing platform that enables enterprises to handle unstructured data efficiently using advanced LLM fine-tuning, evaluation, and semantic clustering.
freemium
United States
10
Regression Games Regression Games provides a comprehensive automation framework for testing Unity games, featuring no-code test creation and AI-driven integrations. It supports automated test creation and real-time data collection, making it suitable for developers and QA teams.
unknown
United States
-2
11
Silent Echo Bespoken automates testing and monitoring for conversational AI, chatbots, and IVR systems, improving contact-center efficiency and customer experience with real-time alerts and comprehensive testing.
unknown
United States
-1
12
Langtale Langtail is a low-code platform designed to test and refine AI applications, ensuring predictability in LLM prompt outputs and offering comprehensive security features for seamless integration with major AI models.
freemium
Czechia
-1
13
Ottic Ottic streamlines QA of large language model applications by facilitating collaboration between tech and non-tech teams, offering test management, and improving app reliability with clear user behavior insights.
unknown
France
14
UBOS UBOS provides an open-source, low-code platform designed for AI-native companies to create enterprise-ready applications with minimal complexity, offering integrations with leading AI models and marketplace templates.
unknown
United States
15
Comet.com Comet offers a comprehensive model evaluation platform for developers, including LLM evaluations, experiment tracking, and model monitoring. Seamlessly integrates with various AI frameworks, enhancing productivity and collaboration in AI projects.
freemium
United States
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Disclaimer

The RankmyAI Llm Evaluation & Monitoring Ranking is derived from our Overall ranking, which measures the popularity of AI tools based on three key metrics: website traffic, reviews, and investments. The Overall ranking is calculated as the weighted average of the individual rankings for each of these metrics (for more details, see our Methodology page).

Not all AI tools in this ranking are exclusively focused on llm evaluation & monitoring, as AI tools and companies often provide multiple services beyond this specific application. This ranking does not assess or indicate the quality, effectiveness, or reliability of the listed AI tools. It is solely based on popularity metrics and should not be interpreted as an endorsement or evaluation of their performance.

You are free to use and distribute our ranking, provided that RankmyAI is properly cited as the source (see our Copyright page).

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