In February 2026, there are 59 AI Model Monitoring tools listed. LM Arena (Chatbot Arena) ranks #1 with 24.5M monthly visits. Portkey.ai - Control Panel for AI Apps is the fastest growing tool with 63.1% growth.
In February 2026, there are 59 AI Model Monitoring tools listed. LM Arena (Chatbot Arena) ranks #1 with 24.5M monthly visits. Portkey.ai - Control Panel for AI Apps is the fastest growing tool with 63.1% growth.
Rank | Tool | Monthly Visits | Growth | Growth Rate | Category | Description | |
|---|---|---|---|---|---|---|---|
🥇 | LM Arena (Chatbot Arena) lmarena.ai | 24.5M | -838.8K | -3.3% | AI Chatbots & LLM | LMArena is a powerful platform for benchmarking and comparing top AI models, offering side-by-side comparisons, crowdsourced leaderboards, and the latest AI news, all while advancing AI research through user feedback. | |
🥈 |  IBM Watson Studio ibm.com | 16.7M | +1.8M | 12.4% | AI Data Analytics | IBM Watson Studio is a versatile AI platform that helps teams build, deploy, and manage models efficiently, with tools for MLOps, NLP, and AI governance. | |
🥉 |  Azure Machine Learning azure.microsoft.com | 6.6M | +681.4K | 11.5% | AI Data Analytics | Azure Machine Learning simplifies the ML lifecycle, offering powerful tools for data preparation, model training, and deployment, all while ensuring security and compliance. | |
4 |  Weights & Biases wandb.ai | 2.2M | +75.3K | 3.6% | AI Developer Tools | Weights & Biases is the ultimate AI developer platform for building, managing, and tracking AI models and applications with confidence. | |
5 |  Berri litellm.ai | 452.2K | +74.1K | 19.6% | General LLM | LiteLLM simplifies AI model access, tracks spending, and ensures smooth fallbacks across 100+ LLMs—all in the OpenAI format. | |
6 |  SiliconFlow siliconflow.com | 286.8K | -24.2K | -7.8% | General LLM | SiliconFlow is the fastest, simplest way to deploy and run AI models. Whether you need LLMs, image/video AI, or fine-tuning, it’s all here—no fuss, just results. | |
7 |  Nyckel nyckel.com | 274.6K | -29.3K | -9.6% | Low-code/no-code | Build and deploy custom ML models in minutes with Nyckel, ensuring accuracy, security, and easy integration—no PhD required. | |
8 |  Arize AI arize.com | 244.1K | -52.7K | -17.8% | AI Model Monitoring | Arize is the all-in-one platform for AI observability and evaluation, helping teams monitor, debug, and improve their AI models in production. | |
9 |  Encord encord.com | 239.8K | -12.4K | -4.9% | AI Data Analytics | Encord is a powerful platform for managing, labeling, and evaluating AI data, helping teams build production-ready AI applications faster. | |
10 |  Portkey.ai - Control Panel for AI Apps portkey.ai | 234.3K | +90.6K | 63.1% | AI Model Monitoring | Portkey is a full-stack AI ops platform that helps you monitor, govern, and optimize AI applications with ease. It integrates seamlessly with OpenAI and other providers, offering robust features like observability, prompt engineering, and guardrails. | |
11 |  Agno agno.com | 225.4K | +12.7K | 6.0% | AI Agents | Agno empowers developers to create smarter AI agents with memory, knowledge, and tools. | |
12 |  Baseten baseten.co | 197.3K | +60.9K | 44.6% | AI Model Monitoring | Baseten is the go-to platform for deploying AI models in production, offering fast, scalable, and reliable inference with minimal setup. Whether you're working with open-source or custom models, Baseten makes it easy to scale and manage your AI applications. | |
13 |  Eden AI edenai.co | 192.4K | +1.5K | 0.8% | AI API | Eden AI simplifies AI integration with a unified API, workflow tools, and cost monitoring—perfect for developers and businesses. | |
14 |  Helicone helicone.ai | 152.0K | +21.1K | 16.1% | AI Log Management | Helicone is the all-in-one platform for monitoring, debugging, and improving LLM applications, helping developers ship AI apps with confidence. | |
15 |  AiHubMix aihubmix.com | 141.4K | -14.7K | -9.4% | AI API | AiHubMix is a versatile platform that simplifies AI model integration, offering unified access to multiple models, enterprise-grade performance, and cost-effective solutions for developers and businesses. | |
16 |  Confident AI confident-ai.com | 120.2K | +13.7K | 12.9% | AI Model Monitoring | Confident AI is the ultimate platform for evaluating and improving LLM applications, offering real-time monitoring, custom metrics, and cost optimization. | |
17 |  DeepChecks deepchecks.com | 119.8K | +10.5K | 9.6% | AI Model Monitoring | Deepchecks simplifies LLM evaluation and monitoring, helping you release high-quality AI apps quickly and efficiently. | |
18 |  Fiddler AI fiddler.ai | 89.5K | +25.7K | 40.3% | AI Model Monitoring | Fiddler AI offers powerful tools for monitoring and ensuring the performance of your AI models. | |
19 |  HiddenLayer hiddenlayer.com | 76.2K | +5.4K | 7.6% | AI Model Monitoring | Secure your AI models effortlessly with HiddenLayer's innovative protection solutions. | |
20 |  Holistic AI holisticai.com | 74.7K | -2.8K | -3.7% | AI Monitor & Report Builder | Holistic AI empowers enterprises to adopt and scale AI confidently with its comprehensive AI Governance platform. |
Tools are assigned to categories based on their primary functionality and use case. Many tools appear in multiple categories if they serve multiple purposes.
Some AI domains are more developed and have more available tools. Popular categories like content generation or image creation naturally have more tools than newer or more specialized categories.
Browse the relevant category and sort by visits or growth to see the most popular or fastest-growing tools. You can also read the descriptions and visit the tools' websites to evaluate their features.
Yes, our rankings are based on objective traffic data and are not influenced by sponsorships or partnerships. We aim to provide an unbiased view of the AI tool ecosystem.
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