In July 2026, there are 41 AI Model Monitoring tools listed. Azure Machine Learning ranks #1 with 6.3M monthly visits. Future AGI is the fastest growing tool with 92.7% growth.
In July 2026, there are 41 AI Model Monitoring tools listed. Azure Machine Learning ranks #1 with 6.3M monthly visits. Future AGI is the fastest growing tool with 92.7% growth.
Rank | Tool | Monthly Visits | Growth | Growth Rate | Category | Description | |
|---|---|---|---|---|---|---|---|
🥇 | Azure Machine Learning azure.microsoft.com | 6.3M | -256.1K | -3.9% | 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. | |
🥈 |  Weights & Biases wandb.ai | 2.0M | -430.4K | -17.4% | AI Developer Tools | Weights & Biases is the ultimate AI developer platform for building, managing, and tracking AI models and applications with confidence. | |
🥉 |  Dynatrace dynatrace.com | 1.6M | +215.3K | 15.8% | AI Monitor & Report Builder | Dynatrace delivers AI-powered observability that turns data into autonomous actions, helping teams build, secure, and run better software faster. | |
4 |  New Relic newrelic.com | 1.5M | +189.1K | 14.2% | AI Monitor & Report Builder | New Relic delivers AI-powered observability that predicts, explains, and fixes issues across your full stack—tying technical performance directly to business outcomes. | |
5 |  Kong Konnect konghq.com | 324.7K | -24.5K | -7.0% | AI Agents | Kong AI Gateway is the unified platform for securely managing, governing, and monetizing AI agents and LLM traffic alongside traditional APIs. | |
6 |  Baseten baseten.co | 292.9K | +27.3K | 10.3% | 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. | |
7 |  Encord encord.com | 282.9K | +16.0K | 6.0% | AI Data Analytics | Encord is a powerful platform for managing, labeling, and evaluating AI data, helping teams build production-ready AI applications faster. | |
8 |  Portkey.ai - Control Panel for AI Apps portkey.ai | 246.3K | -19.2K | -7.2% | 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. | |
9 |  Arize AI arize.com | 244.4K | -3.7K | -1.5% | 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. | |
10 |  Evidently AI evidentlyai.com | 156.1K | +4.7K | 3.1% | AI Model Monitoring | Evidently AI is an open-source LLM evaluation and observability platform that ensures your AI applications are safe, reliable, and production-ready through automated testing and continuous monitoring. | |
11 |  Maxim getmaxim.ai | 108.9K | +6.5K | 6.4% | AI Agents | Maxim AI is an all-in-one platform for testing, simulating, and monitoring AI agents. It speeds up development, ensures quality, and supports teams with no-code tools and enterprise-grade security. | |
12 |  Confident AI confident-ai.com | 96.0K | -5.5K | -5.4% | AI Model Monitoring | Confident AI is the ultimate platform for evaluating and improving LLM applications, offering real-time monitoring, custom metrics, and cost optimization. | |
13 |  Future AGI futureagi.com | 70.0K | +33.7K | 92.7% | AI Model Monitoring | Future AGI is a powerful AI evaluation and optimization platform that helps businesses build trustworthy, accurate, and responsible AI applications faster. It supports multiple data types and integrates easily with your existing tools. | |
14 |  Raindrop AI raindrop.ai | 68.7K | +3.3K | 5.1% | AI Model Monitoring | Raindrop is an easy-to-use AI monitoring platform that helps teams detect hidden issues, track AI behavior, and get real-time alerts. It keeps your AI running smoothly while protecting user privacy. | |
15 |  DeepChecks deepchecks.com | 67.0K | -11.6K | -14.7% | AI Model Monitoring | Deepchecks simplifies LLM evaluation and monitoring, helping you release high-quality AI apps quickly and efficiently. | |
16 |  Fiddler AI fiddler.ai | 51.6K | +556 | 1.1% | AI Model Monitoring | Fiddler AI offers powerful tools for monitoring and ensuring the performance of your AI models. | |
17 |  Superb AI superb-ai.com | 44.3K | +11.0K | 33.1% | AI App Builder | Superb AI simplifies AI development and deployment with real-world data, offering customizable models, end-to-end automation, and continuous improvement for industries like autonomous systems, security, and manufacturing. | |
18 |  HiddenLayer hiddenlayer.com | 41.2K | +5.0K | 13.7% | AI Model Monitoring | Secure your AI models effortlessly with HiddenLayer's innovative protection solutions. | |
19 |  Cerebrium cerebrium.ai | 38.9K | -3.4K | -8.0% | AI API | Cerebrium is a serverless AI infrastructure platform that makes deploying and scaling AI models faster, cheaper, and more secure.
| |
20 |  ProtectAI protectai.com | 36.9K | -4.5K | -10.8% | AI Model Monitoring | Protect AI secures your AI systems, ensuring safety and compliance. |
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.
If you know a great AI tool that's not in our list, you can submit it through the 'Submit' feature on our homepage. We regularly review new submissions and add high-quality tools to our directory.