# Clarifai Reviews **Vendor:** Clarifai **Category:** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Average Rating:** 4.3/5.0 **Total Reviews:** 66 ## About Clarifai Clarifai is a leader in AI orchestration and development, helping organizations, teams, and developers build, deploy, orchestrate, and operationalize AI at scale. Clarifai’s cutting-edge AI workflow orchestration platform leverages today's modern AI technologies like Large Language Models (LLMs), Large Vision Models (LVMs), and Retrieval Augmented Generation (RAG), data labeling, inference, and more, and is available in cloud, on-premises, or hybrid environments. Founded in 2013, Clarifai has been used to build more than 1.5 million AI models with more than 400,000 users in 170 countries. Learn more at www.clarifai.com. ## Clarifai Pros & Cons **What users like:** - Users highlight Clarifai's **flexibility and reliability** , enjoying advanced deep learning models for varying business needs. (12 reviews) - Users appreciate the **fast and accurate AI tools** of Clarifai for effective image and video recognition. (10 reviews) - Users value the **model variety** in Clarifai, enabling tailored solutions and extensive integration across projects. (9 reviews) - Users appreciate the **advanced AI integration** of Clarifai, enabling effective image and video recognition tailored to their needs. (8 reviews) - Users highlight the **cutting-edge AI capabilities** of Clarifai, enabling efficient image and video recognition tailored to specific needs. (8 reviews) - Users appreciate the **ease of use** of Clarifai, enjoying its intuitive interface and quick model setup. (7 reviews) - Tool Efficiency (7 reviews) - Users find Clarifai's **intuitive UI** easy to navigate, enhancing their experience with powerful pre-trained models. (7 reviews) - Users appreciate the **easy integrations** with Clarifai, enhancing their experience with its user-friendly interface and powerful features. (6 reviews) - Object Recognition (6 reviews) **What users dislike:** - Users find the **cost of Clarifai to be prohibitively expensive** , especially for small-scale developers and non-profits. (9 reviews) - Users find the **complexity of setup and documentation** challenging, impacting their overall experience with Clarifai. (4 reviews) - Users find the **initial learning curve steep** for beginners, complicating their journey into machine learning with Clarifai. (3 reviews) - Users express concern over the **lack of resources** for small developers, impacting their ability to utilize Clarifai effectively. (3 reviews) - Users find the **poor documentation** of Clarifai frustrating, often needing additional resources for effective platform use. (3 reviews) - Users find the **UI design lacking** , making navigation unintuitive and challenging for beginners to comprehend. (3 reviews) - Steep Learning Curve (3 reviews) - Complex Implementation (2 reviews) - Confusing Documentation (2 reviews) - Cost (2 reviews) ## Clarifai Reviews ### 1. Easy-to-Use AI Tools with Fast, Accurate Image & Video Recognition **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** January 20, 2026 **What do you like best about Clarifai?** I like the easy AI tools. They help me recognize images and videos, and the results are fast and accurate. Overall, the platform is straightforward and easy to use. **What do you dislike about Clarifai?** Nothing to dislike about Clarifai. Pricing feels expensive, especially for small teams. **What problems is Clarifai solving and how is that benefiting you?** • It helps us sort and tag pictures automatically. • It saves our team a lot of time. • It makes our work faster and better. ### 2. Easy to use AI tool with good features **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** July 11, 2025 **What do you like best about Clarifai?** Clarifai is very easy to use and set up. I didn’t need a lot of technical knowledge to start using it. The number of features it offers—especially for image and text AI—is really good. I found it pretty easy to integrate into my workflow with their API. I use it a few times a week, mostly for testing and small projects, and it’s been reliable so far. The clean UI and smooth experience make implementation simple, even for beginners. **What do you dislike about Clarifai?** The customer support could be faster and more helpful. Some of the advanced features take time to understand, and the documentation doesn’t always explain everything clearly. If you use it often or at a larger scale, the cost adds up quickly. Also, a few features could be more customizable. **What problems is Clarifai solving and how is that benefiting you?** Clarifai helps me experiment with computer vision and AI projects without needing to build everything from scratch. It saves time by giving access to pre-built models and tools for training custom ones. This is especially useful for learning and testing ideas quickly. ### 3. Helped with my projects! Would recommend! **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** July 11, 2025 **What do you like best about Clarifai?** I use Clarifai for few months now. It is powerful tool for working with AI and images. Platform is good if you want to do image recognition, object detection, or train own models. It helped me in project where I had to sort images by content. Dashboard is simple and easy to use. I am not expert in machine learning, but I still manage to use most features. Clarifai supports many file types and APIs, which is useful when working with different systems. Only problem I face is documentation. It is not always clear, and sometimes missing details. Free tier also has limits if project is big. Overall, Clarifai is smart choice if working with AI for image or video. Not perfect, but very helpful and flexible. **What do you dislike about Clarifai?** It pretty much worked for me good enough **What problems is Clarifai solving and how is that benefiting you?** Being a data analyst, I can use Clarifai to detect objects, faces, or scenes in data. In data science, I often need to label large amount of data. Clarifai helps with that by doing auto-labeling. It makes job faster and less boring. Also, it supports custom training, so I can teach model to understand specific things from my dataset. Clarifai also works with APIs, so it is easy to connect with other tools I use in project. I can send image or video, and get results quickly. This is useful when building AI solutions or running experiments. ### 4. Really helpful tool to build vision models quickly **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.) **Reviewed Date:** July 09, 2025 **What do you like best about Clarifai?** The best thing I liked is how fast and easy it is to use. I didn’t need to write too much code and still I could train and deploy a model for my image data. The platform is clean and beginner friendly. It also have some ready-made models which saved me a lot of time during testing and demo. **What do you dislike about Clarifai?** Few things though, the free version gets limited very quick and for more serious use you need to upgrade. Also I felt it’s not much flexible for advanced research or model tweaking. Annotation tool also felt a bit slow when handling larger datasets. **What problems is Clarifai solving and how is that benefiting you?** Clarifai helped me a lot in quickly testing and building computer vision models for my student projects. I didn’t had to write all the code from scratch, and could still train and test things easily. It made my work faster, especially for image detection and classification tasks where I needed results quickly for demo or testing. It saved me time and let me focus more on other parts of the project. ### 5. A flexible computer vision service with many OOTB models and easy creation of custom models **Rating:** 5.0/5.0 stars **Reviewed by:** Oliver B. | Head of OMN product, Mid-Market (51-1000 emp.) **Reviewed Date:** January 08, 2024 **What do you like best about Clarifai?** Clarifai offers some of the most prebuild (OOTB) models for many application scenarios, which provide accurate and fast tagging results. The creation of own models to recognize special requirements, on the other hand, is easily possible through an intuitive UI and can be learned by anyone The models, also combined with workflows, can be very easily integrated and used in our Online Media Net (OMN) application so that computer vision can frequently be used with high amount of images directly from our application We also have good experience with performance and customer support **What do you dislike about Clarifai?** in general we are very satified with the service itself What we would still like to see / miss in the UI is a general management (creation, modification, deletion) of taxonomies in different languages, also allowing to work special characters like Spaces For example, a use case is to be realized in which the engine returns the tags in several languages (localizations) at the same time **What problems is Clarifai solving and how is that benefiting you?** We use the Clarifai service within our DAM application Online Media Net for image recognition tasks with prebuild and custom models the service is directly integration in our DAM (Digital Asset Management) solution calld OMN, where our customers can tag images automatically **Official Response from Clarifai Marketing:** > Hi Oliver, This is Sumanth from Clarifai. Thank you very much for your review and feedback! It’s truly great to see how you are leveraging the platform, especially the community models, custom model creation capabilities, and workflows. We also appreciate your feature requests. To streamline our process and keep you updated, we have a public roadmap and feature request portal. Feel free to submit your feature requests there, and our team will review them. Thank you! ### 6. Clarifai is a robust and versatile AI API platform. **Rating:** 5.0/5.0 stars **Reviewed by:** Ravindranath T. | Open Source Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 20, 2024 **What do you like best about Clarifai?** Clarifai's advanced AI models for picture identification, scene description, and text extraction are extremely accurate and efficient. Its user-friendly interface and extensive instructions make it simple to implement for developers, including those with no AI experience. Its easy interaction with a variety of programming languages and tools makes it suitable for a wide range of projects, including accessibility apps and advanced AI solutions. I personal used in many projects. **What do you dislike about Clarifai?** While the API has many features, the cost may be prohibitively expensive for small-scale developers, Student Developers or non-profits with limited resources. Furthermore, response times change during periods of high usage, which may have an impact on real-time applications. A larger selection of pre-trained models and offline support would further improve the platform. Consider plannings for Students also. **What problems is Clarifai solving and how is that benefiting you?** Clarifai addresses issues in picture and text recognition, scene detection, and AI-driven analysis by offering pre-trained models and an easy-to-integrate API. It has really aided my projects by providing advanced functionality such as scene description, text recognition, and color detection for accessibility-focused applications. Clarifai, for example, has enabled my smart glasses project for visually challenged folks to interpret photos and deliver real-time feedback to users via voice commands. This has increased the app's accuracy and efficiency, allowing for a more inclusive and accessible solution. **Official Response from Clarifai Marketing:** > Hi Ravindranath, This is Sumanth from Clarifai. Thank you for your helpful review and feedback! Regarding API usage, we offer 1,000 free operations per month in our Community plan. However, please feel free to reach out to us and share your use case and the things you’re building, we’ll check with the team to see if we can assist you with any additional credits. As for pre-trained models, there are many available in the community. You can explore them here: https://clarifai.com/explore/models If you have specific suggestions or are looking for a particular model, feel free to join our Discord channel and let us know. Thank you! Discord link: https://discord.com/invite/26upV8Y4Nd ### 7. support of rags is essential for my workflow **Rating:** 3.5/5.0 stars **Reviewed by:** zein k. | Ai product lead engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** July 10, 2025 **What do you like best about Clarifai?** i can choose languages , cloud technologies , and a good community **What do you dislike about Clarifai?** the free tier gets limited to be honest and it can get complicated to setup versus an open source library **What problems is Clarifai solving and how is that benefiting you?** by adding generative ai capabilities to my productfor example i upload a picture and the llm writes a personalized caption and description like the content generated is nice gets better ### 8. Clarifai makes powerful AI accessible and easy to use **Rating:** 4.5/5.0 stars **Reviewed by:** SOUMYA SINGH m. | Ai Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** July 11, 2025 **What do you like best about Clarifai?** The UI is intuitive, and their pre-trained models deliver solid performance right out of the box. **What do you dislike about Clarifai?** I would say the initial learning curve can feel slightly steep for those entirely new to machine learning platforms. **What problems is Clarifai solving and how is that benefiting you?** Whether it's image recognition, text classification, or deploying emotion-aware applications, clarifai provides the tools and infrastructure that save time and reduce complexity. ### 9. Clarifai for Wound Detection App Development **Rating:** 3.0/5.0 stars **Reviewed by:** Rahul F. | Regulatory Affairs - Quality Assurance Senior Officer, Enterprise (> 1000 emp.) **Reviewed Date:** December 20, 2024 **What do you like best about Clarifai?** The best part about Clarifai is that it lets us leverage models that have already been trained by other developers, including Anthropic and OpenAI. Since it closely corresponds to the requirements of our project, I've used it more. It is quite simple to use; in our situation, I uploaded pictures of wounds and told it to identify the type and color of the wound. I discovered that its accuracy was about 60%. **What do you dislike about Clarifai?** By training the models with a lot of data, their accuracy can be raised. **What problems is Clarifai solving and how is that benefiting you?** Clarifai provides a forum for developers to showcase their work through the community, and individuals like us can utilize their creations in accordance with our specifications. **Official Response from Clarifai Marketing:** > Hi Rahul, Thank you for the review and feedback. Could you please share more details about the specific models you are referring to that might require additional training? If you have any specific suggestions, we’d love to hear from you. Feel free to join our Discord channel and share your thoughts with us. Discord Link: https://discord.com/invite/26upV8Y4Nd ### 10. Overall good but does not support multiple languages like Javascript **Rating:** 3.0/5.0 stars **Reviewed by:** Divya J. | Associate Data Analyst , Mid-Market (51-1000 emp.) **Reviewed Date:** July 08, 2025 **What do you like best about Clarifai?** The upside is that it makes it fairly easy for developers to deploy the models directly from hugging face **What do you dislike about Clarifai?** The disappointment is lack of support for other languages like Javascript, C++, etc **What problems is Clarifai solving and how is that benefiting you?** So I was exploring my options, and I basically dropped it because I got better alternatives. ### 11. Advanced Features with Room for Improvement **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Apparel & Fashion | Enterprise (> 1000 emp.) **Reviewed Date:** December 20, 2024 **What do you like best about Clarifai?** Clarifai impresses with its cutting-edge AI capabilities, particularly in image and video recognition. The platform offers a broad range of pre-trained models that can be quickly implemented, saving valuable development time. Its customization options, such as training models on user-specific datasets, allow businesses to tailor the AI to their unique needs. Additionally, the user interface is intuitive and well-suited for both beginners and experienced users, making it easy to explore its features and functionality. **What do you dislike about Clarifai?** Despite its strengths, Clarifai does come with some challenges. The pricing structure can be prohibitive for small businesses or individual developers, as it feels more aligned with enterprise-level budgets. Furthermore, while the platform offers extensive features, the documentation can sometimes lack depth, leaving users searching for external resources or support. **What problems is Clarifai solving and how is that benefiting you?** Clarifai eliminates the need for manual image and video analysis by automating tasks like object detection and content moderation, saving time and resources. By enabling seamless integration and scalability, Clarifai supports in handling large datasets efficiently, boosting productivity and growth. **Official Response from Clarifai Marketing:** > Thank you for the detailed review and feedback. It's great to hear about your experience with the platform so far. We understand that pricing can be a challenge for smaller businesses and individual developers, this is something we’re actively discussing with our users and continuously evaluating. Regarding the documentation, we’d love to hear more about where you felt it could be improved. If you’re open to sharing your thoughts, feel free to drop us a message in our Discord community. Your insights would help us make the platform even better! Discord link: https://discord.com/invite/WgUvPK4pVD ### 12. Great platform for production grade low code AI deployment **Rating:** 5.0/5.0 stars **Reviewed by:** Falak S. | ML engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 21, 2024 **What do you like best about Clarifai?** Abstracts away the complex parts of the LLM based app building lifecycle. Ensures smooth setting up of model API. **What do you dislike about Clarifai?** The API can initially be daunting as a newcomer to the platform since pipeline setup flow is not evident . **What problems is Clarifai solving and how is that benefiting you?** Orchestration of LLM based workflows without too much to worry about the lower layers of setting up cloud/ LLMs. **Official Response from Clarifai Marketing:** > Hi Falak, This is Sumanth from Clarifai. Thank you for your review and feedback! We’re continuously working to make the platform more intuitive and user-friendly. We recommend exploring our Workflow API documentation for detailed guidance. If there’s anything specific you found challenging, please feel free to share them with us. We also invite you to join our Discord community, where you can connect with our team for support and advice. Discord Link: https://discord.com/invite/26upV8Y4Nd ### 13. Helpful **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** September 11, 2024 **What do you like best about Clarifai?** Clarifai's image and video recognition capabilities are incredibly powerful and accurate. Its ability to identify objects, faces, and even emotions in images is unmatched, making it a fantastic tool for AI-driven projects. The API is flexible and easy to integrate into various applications, and the platform supports a wide variety of use cases—from visual search to content moderation. The pre-trained models save a lot of time, and the option to train custom models adds great value for specific business needs. Additionally, the platform is highly scalable, making it ideal for both small and enterprise-level projects. **What do you dislike about Clarifai?** While Clarifai offers excellent features, the learning curve can be steep for beginners. The documentation, although comprehensive, could be a bit more beginner-friendly. Navigating through the platform's user interface can sometimes feel unintuitive, especially for new users. Also, pricing can be a concern for startups or smaller companies—costs can ramp up quickly if you're processing large volumes of data, making it harder for budget-conscious teams to fully leverage its potential. **What problems is Clarifai solving and how is that benefiting you?** Clarifai is solving the challenge of automating image and video analysis with high accuracy. Instead of manually tagging or analyzing vast amounts of visual data, Clarifai's AI-driven platform can automatically detect and classify objects, people, and even emotions in images and videos. This automation significantly reduces the time and effort spent on data processing. ### 14. An excellent choice for businesses **Rating:** 4.0/5.0 stars **Reviewed by:** Nagendra V. | Digital Marketing Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** December 23, 2024 **What do you like best about Clarifai?** It combines functionality, flexibility, and reliability, making it an excellent choice for businesses across various industries. **What do you dislike about Clarifai?** The transitioning to paid plans can be challenging. **What problems is Clarifai solving and how is that benefiting you?** This cutting-edge tools, helped our business lot to streamline operations, enhancing customer experiences. An excellent choice for businesses across various industries. **Official Response from Clarifai Marketing:** > Thank you for the review and feedback, Nagendra. We’d love to hear more about the challenges you faced while transitioning to paid plans and how we can improve the experience. I hope you’ll join our Discord to continue the conversation: https://discord.com/invite/26upV8Y4Nd ### 15. fast and efficient platform for image analysis, with accurate results and an intuitive interface. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Pharmaceuticals | Small-Business (50 or fewer emp.) **Reviewed Date:** December 20, 2024 **What do you like best about Clarifai?** Clarifai's accuracy, simplicity, and powerful pre-trained models that save time and simplify image analysis are my favorite features. **What do you dislike about Clarifai?** The cost of Clarifai for small projects and the need for advanced knowledge for custom models are things I dislike. **What problems is Clarifai solving and how is that benefiting you?** Manual image and video analysis is solved by Clarifai's automation of tasks such as object detection and classification. This allows me to concentrate on more creative and strategic work while also saving me time. **Official Response from Clarifai Marketing:** > Thank you for sharing your review and feedback. We understand that training custom models can require advanced knowledge, especially regarding the data. To help with building custom models, we provide detailed documentation and tutorials to guide you through the training process. If you need additional help, our team is happy to support you based on your specific use case. Feel free to join our Discord community to continue the conversation and get personalized support! Discord link: https://discord.com/invite/WgUvPK4pVD ### 16. Good software for managing AI lifecycle **Rating:** 5.0/5.0 stars **Reviewed by:** Utkarsh S. | Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** December 20, 2024 **What do you like best about Clarifai?** Ability to define hierarchical and semantic links between concepts using the Python **What do you dislike about Clarifai?** Not much, is pretty good software to use **What problems is Clarifai solving and how is that benefiting you?** We used it to make inferences on image data we generated **Official Response from Clarifai Marketing:** > Hi Utkarsh, Thank you for your feedback. We have also introduced advanced concept management, a new way to define concept relations, which enhances both fine-tuning and search capabilities, while helping build robust knowledge graphs using the Python SDK. You can read more about it here: https://www.clarifai.com/blog/clarifai-10.8-supercharge-ai-models-with-clarifais-advanced-concept-mapping Thank you! ### 17. A lot of functionality and models **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Small-Business (50 or fewer emp.) **Reviewed Date:** December 22, 2024 **What do you like best about Clarifai?** a lot of functionality and models availbile **What do you dislike about Clarifai?** doesn't seem to support video generation for now **What problems is Clarifai solving and how is that benefiting you?** categorize and analyze social media posts **Official Response from Clarifai Marketing:** > Thank you for your feedback! Currently, we don’t support video generation models, but our team is actively working on supporting them on the platform soon. Feel free to join our Discord community where we’ll be sharing updates and keeping you posted on all things. Discord link: https://discord.com/invite/26upV8Y4Nd ### 18. Easy to use AI with neat interface **Rating:** 4.5/5.0 stars **Reviewed by:** Sam G. | operations management , Enterprise (> 1000 emp.) **Reviewed Date:** January 09, 2024 **What do you like best about Clarifai?** The Clarifai platform is pretty intuitive to utilize and has many models to choose from. It has some of the most cutting-edge models from Open AI and similar organizations. The number of model permutations you can configure and the vast array of the feature sets are pretty cool. In terms of model tuning and performance, that is pretty straightforward. Also, the capability to run the models with minimum effort in a chained workflow has been pretty useful, especially for internal use cases. **What do you dislike about Clarifai?** The pricing model could be a better offering for when you are getting started with the free tier. Additionally, it could be good to have the training library beefed up even further - as the use cases and models are relatively new - it would be good to have walkthroughs of how to implement models end-to-end for different model types. The you tube channel has bene helpful in this regard but could be structured further. **What problems is Clarifai solving and how is that benefiting you?** Its helping to implement and scale data science and Gen AI capabilities in a fast and meaningful way. Without this platform, learning and implementing some of these technology efforts would take a long time. **Official Response from Claudia Ziegler:** > Dear Sam G, thanks for the detailed review and feedback. It's great to see how much of the platform you've been able to explore. Pricing is something we've been talking about with users, analysts, consultants, and our competitors; more are coming there this year. Curious about your walkthroughs comment; we would like to speak with you more on that if you're open to it. Drop us a line in our discord ! https://discord.gg/9j3Kk8UrQA ### 19. The One Stop AI Toolbox **Rating:** 5.0/5.0 stars **Reviewed by:** Devanshu M. | ML Intern, Small-Business (50 or fewer emp.) **Reviewed Date:** December 20, 2023 **What do you like best about Clarifai?** I really like the fact that we can use any model that we want, as well as finetune the models. They are a helpful and innovative team and are active in discord. Clarifai also conducts hackathons proving that many great applications could be built using that. It is very easily integrated into any system and their apis can be called upon many times without any issue **What do you dislike about Clarifai?** Nothing so far, it would be great if the documentation was a bit more detailed. ;) **What problems is Clarifai solving and how is that benefiting you?** Clarifai serves as a game-changer for me in developing multiple Language Model-powered applications for our startup. Its most significant benefit lies in the seamless access to diverse models without the hassle of hosting. This frees me from managing infrastructure, allowing a focus solely on crafting and implementing various Language Models (LLMs) into our applications. The platform's ease of use accelerates our ability to bring innovative AI-powered solutions to life swiftly. We are using Clarifai to call the LLMs for our web application. It provides a seamless and uninterrupted API calls. This is used for various models such as LLAMA2, Cohere, etc. We are using cohere for sentiment analysis and LLama2 as a chat model **Official Response from Claudia Ziegler:** > Happy New Year, Devanshu; and thank you for your review. We would love to get more feedback on how to make our documentation more helpful. I hope you'll join our discord to continue the conversation. https://discord.gg/a5TGancmB4 ### 20. Use any LLM easily with Clarifai **Rating:** 5.0/5.0 stars **Reviewed by:** Hemanth Sai G. | Small-Business (50 or fewer emp.) **Reviewed Date:** December 20, 2023 **What do you like best about Clarifai?** I don't have a powerful computer to run these LLMs locally nor the resources to deploy in any cloud resources. Clarifai helped me with this by providing all the LLMs to use and deploy them. I also won a hackathon using Clarifai's wizardLM-70B, which otherwise requires heavy computation power. I have used Clarifai with langchain and it's very easy to use and integrate into any of my projects. **What do you dislike about Clarifai?** The only issue I have encountered is the issue of "model is deploying or scaling up". This sometimes takes a lot of time to get resolved or I need to change the model for my use case. **What problems is Clarifai solving and how is that benefiting you?** The problem with current LLMs is that they require very high computation power even to test them out. With clarifai one can use any of these models irrespective of their computation power and experience the power these models can bring. ### 21. The best Gen AI platform **Rating:** 5.0/5.0 stars **Reviewed by:** Shivankar P. | Research Intern, Small-Business (50 or fewer emp.) **Reviewed Date:** December 20, 2023 **What do you like best about Clarifai?** It has many great features. I got introduced to it during their LLama2 hackathon and loved its potential. One can choose any of the ml models out there from their library for multiple data modalities be it for image, audio, or text. Or custom train and intuitively fine-tune the models. Workflows can easily be created by stacking multiple models using their workflow editor. Once you are all done this can be exposed as a REST API and called from your application. **What do you dislike about Clarifai?** Templates are missing in their platform. I was waiting for a long time for them to introduce templates for some of the standard industry applications so one can directly use them. I guess they are in beta and they will be rolling out soon. Pricing is a bit on the higher side but I guess it's totally worth a short for any applications having an ML backend. **What problems is Clarifai solving and how is that benefiting you?** Getting backed of an ML application ready in seconds with minimal effort of hosting the models and inferencing manually. Its really a tough task to host these gen AI & LLM models due to their compute and memory hungry nature. **Official Response from Claudia Ziegler:** > Hi Shivankar, thank you for your helpful review and your feedback. We're glad you enjoyed the Llama2 hackathon and see the potential for the platform. The product team will be interested in responding about templates, their functionality, and timing; I'll be reaching out to them for more information; it may be delayed due to holiday schedules. Also, we are continually looking at ways to keep our pricing competitive. Thank you again, and I hope to provide more information shortly. ### 22. Great starting point for LLM learning and mastering AI **Rating:** 5.0/5.0 stars **Reviewed by:** Tate T. | Mid-Market (51-1000 emp.) **Reviewed Date:** December 20, 2023 **What do you like best about Clarifai?** Easy to navigate and a very wide selection of user built models to start playing with and learning. Feels like github but with AI. Easy for a beginner like me to find what im looking for. Quick and easy signup and you can get started right away without any annoying demo call or sales pitch first. **What do you dislike about Clarifai?** Can be a little difficult to differentiate between all the various versions of models. Unless you really know the background it can be a bit confusing for a beginner. **What problems is Clarifai solving and how is that benefiting you?** It's able to take a large chunk of our data, both text and images, and with various models help to categorize and label everything quickly. It has helped me cut down a ton of time and let me work on other more important projects while the models do the boring work for me. It also allows me to explore different models and use cases to further expand my skills in the AI space **Official Response from Claudia Ziegler:** > Hello Tate! Thank you for your review and valuable feedback. We're glad you like the frictionless signup process. I hope you'll continue to find the experience helpful, and if you ever need assistance, you can reach our support team in our discord channel without having to go through a sales rep. It's easy to understand how the many models can sometimes be confusing - even overwhelming. I'll be sure to take that feedback to the product team to see if we can improve that experience. There are two things I wanted to point out to you, in case they are helpful: 1) If you are using the UI, on the model's page (https://clarifai.com/explore/models), there is a list on the right-hand side where you can filter on the model type, such as text to text, image to text, etc. That might be helpful in selecting a model. 2) We provide an LMM battleground module (https://clarifai.com/clarifai/generative-ai/modules/llm-battleground) that allows you to compare LLM model results against each other to see which performs best for your use case. I hope you continue to provide us feedback as you explore more of our capabilities! ### 23. A Mixed Experience with Clarifai: Solid Models, but API Issues **Rating:** 4.0/5.0 stars **Reviewed by:** Vibhor G. | PHD Scholar, Small-Business (50 or fewer emp.) **Reviewed Date:** December 20, 2023 **What do you like best about Clarifai?** I first encountered Clarifai during a hackathon, where I explored their image-to-text generation models. The models themselves proved to be quite impressive, delivering reliable performance during my usage and.The company offers robust products, and what sets them apart is their excellent tutorial support. The tutorials provided valuable guidance, enhancing my understanding of Clarifai's capabilities and enabling smoother integration into my projects and an easy to implement procedure. **What do you dislike about Clarifai?** However, my experience took a turn when I ventured into using the API. Perhaps it's due to being on the free tier, but I encountered persistent issues with the API's responsiveness. More often than not, the API failed to provide a timely response, forcing me to retry my requests multiple times. It wasn't until after 5-6 attempts that the API finally started delivering the desired responses. Setting aside the API hiccups, my overall impression of Clarifai remains positive **What problems is Clarifai solving and how is that benefiting you?** I was creating an appliaction for a hackathon that generates captions for an image, and I used Clarifai to generate text description of that image. **Official Response from Clarifai Marketing:** > Hi Vibhor, This is Sumanth from Clarifai, ML Developer Advocate. Thanks for taking the time to share your valuable feedback. I'm really glad to hear that you had a great experience using image-to-text models for the hackathon project. I also appreciate that you found the tutorials we shared helpful for learning about Clarifai and integrating it into your project. Additionally, thank you for pointing out the challenges you faced with the API's responsiveness. The models on the platform may take some time to load, especially during a cold start, and I appreciate your patience in retrying your requests multiple times. Improving this aspect is something we are actively working on with the LLMs on the Platform. It's good to hear that despite encountering some challenges with the API's responsiveness, your overall impression of Clarifai remains positive. If you have any specific suggestions or feedback you'd like to share, feel free to join the discord channel and let us know. Thank you. Discord link: https://discord.com/invite/26upV8Y4Nd ### 24. Clariafi - my first choice platform to build AI apps! **Rating:** 5.0/5.0 stars **Reviewed by:** Sreekanth G. | Enterprise (> 1000 emp.) **Reviewed Date:** December 20, 2023 **What do you like best about Clarifai?** Clarifai has impressive deep learning models for image and video recognition, handling tasks like object detection, scene understanding, and visual search with high accuracy. Clarifai's pre-trained models and custom training options empower developers to tailor solutions to specific needs. **What do you dislike about Clarifai?** Like to have music generation and spectral analysis. **What problems is Clarifai solving and how is that benefiting you?** ClarifAI bridges the gap between image and text understanding, allowing me to create richer, more interactive experiences that leverage both visual and language intelligence. It provides pre-trained models that save me hours of coding, enabling me to quickly implement object detection features for various use cases. It handles large-scale projects with ease, ensuring reliable performance even when dealing with complex image and video datasets. It empowers me to fine-tune models for specific needs, tailoring AI solutions to unique challenges and adding unmatched value to my projects. Its intuitive APIs and user-friendly platform make it accessible even without extensive AI expertise, allowing me to focus on innovation rather than technical complexities. ### 25. Powerful Image Recognition and AI Capabilities **Rating:** 5.0/5.0 stars **Reviewed by:** Helga A. | Staff, Small-Business (50 or fewer emp.) **Reviewed Date:** January 30, 2024 **What do you like best about Clarifai?** Clarifai excels in delivering powerful image recognition and artificial intelligence capabilities. The platform's robust algorithms and models make it easy to implement cutting-edge visual recognition solutions. The extensive pre-trained models cover a wide range of use cases, saving time and resources for developers. The intuitive interface and comprehensive documentation also contribute to a smooth and efficient development process. **What do you dislike about Clarifai?** While Clarifai is an outstanding platform, there is room for improvement in terms of pricing transparency. It would be beneficial for users to have clearer information on pricing plans and potential costs associated with increased usage. Additionally, expanding the selection of pre-trained models for niche industries or specialized applications could further enhance the platform's versatility. **What problems is Clarifai solving and how is that benefiting you?** Clarifai plays a crucial role in solving complex visual recognition challenges for my projects. The platform's advanced AI models address issues related to image analysis, helping automate tasks that would otherwise be time-consuming. This not only improves the efficiency of my applications but also enhances user experience by delivering accurate and reliable results. Clarifai's solution has proven beneficial in content moderation, enabling me to maintain a safe and secure online environment. Overall, Clarifai's capabilities contribute significantly to the success and functionality of my applications. **Official Response from Claudia Ziegler:** > Hello Helga, thank you for your feedback and your review. We're assessing our pricing and how to make it easier to understand on the website. We added a new feature called the Training Time Estimator late last year. The estimator would give the user approximate training time estimates before initiating the training process. This may not help your situation but I wanted to mention it since it was a recent addition and one improvement we made to help users understand potential costs. It's explained in our 9.11 release log here. https://docs.clarifai.com/product-updates/changelog/release911. Thanks for building with Clarifai, and if you haven't yet, join us in our discord channel to stay up to date with the latest releases! https://discord.gg/6ven8mDTkn ### 26. Platform for implementation of AI and related use cases **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Consulting | Mid-Market (51-1000 emp.) **Reviewed Date:** September 16, 2024 **What do you like best about Clarifai?** The digital asset solution for personalization of content is extremely helpful and accurate. Ease of use is not that great. Customer support is promt and personable. **What do you dislike about Clarifai?** Not as intuitive as I woud like. They could work on getting the product to integrate better. **What problems is Clarifai solving and how is that benefiting you?** Helping deploying a data platform in order to derive insights from data. It also helps in content personalization in case of apps, websites. ### 27. Very good Computer Vision platform and, in general, reference for AI services **Rating:** 5.0/5.0 stars **Reviewed by:** Pietro I. | Senior Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** December 23, 2023 **What do you like best about Clarifai?** We've been using Clarifai for years, since they started, and their computer vision technology for images and videos was excellent under many point of views. Clear documentation, very easy to integrate in our applications, and very good results. The website is full of valuable technical resources that guide you from simple to advanced tasks. Over the time, the platform is constantly updated with new products **What do you dislike about Clarifai?** Nothing in particular about the platform itself. It sounds like the brand is not as popular as other AI brands, but my perception might be wrong. **What problems is Clarifai solving and how is that benefiting you?** Clarifai provides all tools that we need for our digital asset management solution. **Official Response from Claudia Ziegler:** > Hello Pietro, thank you for your review and being a loyal client. We are continually improving the platform and looking for ways to build more value for developers to help them build and deploy AI with their teams and across organizations. We'd love to hear any suggestions on improving our brand awareness. You can reach me directly on our discord channel! ### 28. A platform to make GenAI and LLM usage easier **Rating:** 4.5/5.0 stars **Reviewed by:** Gowthami P. | Quality Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** January 26, 2024 **What do you like best about Clarifai?** Getting all LLM models into one platform and making it easier to use for software engineers and data scientists. Supporting all pre-trained LLM models in one platform. **What do you dislike about Clarifai?** Nothing that I dislike as of now. It is just easier to use. **What problems is Clarifai solving and how is that benefiting you?** We have a built a GenAI solution using pre trained LLM model available on Clarifai that helped us to scale. App was generating music using LLM and GenAI models. **Official Response from Claudia Ziegler:** > Hello Gowthami! It sounds like a fun app, I'm glad you enjoyed your experience with Clarifai. We add the latest and greatest models as soon as they are available, so I hope you'll be using us often. Thank you for your review. ### 29. Ease of Use **Rating:** 4.0/5.0 stars **Reviewed by:** Gloryvee C. | Innovation Architect, Technology & Innovation - Office of CTO, Small-Business (50 or fewer emp.) **Reviewed Date:** January 05, 2024 **What do you like best about Clarifai?** From my experience so far, I would recommend Clarifai based on its onboarding and ease of use. It has easy integration process and you can deploy fairly quickly. **What do you dislike about Clarifai?** I am really looking forward to more templates and trained models within its system so it allows me a better baseline for my projects. Otherwise it product is very good. **What problems is Clarifai solving and how is that benefiting you?** Currently, we are testing LLMs used for medical imaging and diagnostics by using Clarifai **Official Response from Claudia Ziegler:** > Gloryvee, Thank you for your review and valuable feedback. We are adding new models almost daily. I'm looking forward to learning more about your use case. We have a live demo that was used to diagnose COVID-19 from lung scans, really interesting stuff. Also, if you can, please use our discord channel to let us know if there are specific models you are interested in. Thanks for building with Clarifai! ### 30. Outstanding Services **Rating:** 4.5/5.0 stars **Reviewed by:** Taofeeq M. | Web Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 13, 2024 **What do you like best about Clarifai?** Clarifai has proven to be very outstanding and innovative as regards to AI services. Their product is a bedrock for so many ground breaking ideas and innovative **What do you dislike about Clarifai?** I can't seem to find any yet. So far, it's being an awesome product **What problems is Clarifai solving and how is that benefiting you?** Clarifai is solving a problem of technical and difficult AI model implementation by making it very easy for users to get started with **Official Response from Claudia Ziegler:** > Hello Taofeeq, Thank you for your review and feedback. We're glad you are having a good experience with Clarifai. We strive to make it easier for developers to create, share, and use AI, especially when working within teams. If you haven't already done so, please join our discord channel at https://discord.gg/6ven8mDTkn. We're always releasing new product features, fixing bugs, and running live discord stage events to share tips and techniques on how to build faster and better! Thank you for choosing to build with Clarifai! ### 31. Very user friendly and easy to use **Rating:** 4.5/5.0 stars **Reviewed by:** Vanama Y. | Enterprise (> 1000 emp.) **Reviewed Date:** January 11, 2024 **What do you like best about Clarifai?** Its a good product with easy to use UI and Ease to integration and very good number of features to depends on **What do you dislike about Clarifai?** I feel like no disadvantages except the marketing and way of expressiona and plaform gudies is likely a probelm **What problems is Clarifai solving and how is that benefiting you?** Integrating with the plaform for the model endpoints is best usecase and with the scalbilty apporch **Official Response from Claudia Ziegler:** > Dear Vanama, thank you for using Clarifai and for your review! The UI is great for helping new users get started, we agree. If we can chat briefly with you, we'd love to learn more about your experience with platform guides. Not quite sure what you mean, but we should! You can email our Community Product Manager directly at artom.shestajev@clarifai.com , so he can speak with you directly. Thanks for choosing to build with Clarifai! ### 32. Best GenAI platform for all AI and non AI users **Rating:** 4.5/5.0 stars **Reviewed by:** Manikant K. | Data Scientist, Small-Business (50 or fewer emp.) **Reviewed Date:** December 22, 2023 **What do you like best about Clarifai?** Bringing all GenAI into one platform where developers can use and solve most of the GenAI solutions for Biz using LLM's. **What do you dislike about Clarifai?** Providing more and better examples with Video tutorials and more doc examples covering all GenAI models would be good. **What problems is Clarifai solving and how is that benefiting you?** We have a built GenAI solution for purpose of lablab hackathon which is a music rhytm generation app using GenAI of prebuilt models available on clarifai. **Official Response from Claudia Ziegler:** > Hello Manikant, thank you for your review and valuable feedback. The inclusion of genAI, starting with LLMs, was a significant focus for us this year, so I'm glad to hear you are finding that valuable. We prioritized getting models included on the platform (if open source) or wrapped (if 3rd party) to users quickly; however, this sometimes lags in getting tutorials created and docs updated. I'll take this back to see what my team, working with the product team, can do to improve this experience. ### 33. Clarifai allowed me to test any Audio Models and Services easy in a single place **Rating:** 5.0/5.0 stars **Reviewed by:** Carlos R. | Small-Business (50 or fewer emp.) **Reviewed Date:** January 16, 2024 **What do you like best about Clarifai?** Clarifai allowed me to test any LLM, Embedding, Vectorstore, Image and Audio M **What do you dislike about Clarifai?** It's kind of slow sometimes proocessing the LLM models **What problems is Clarifai solving and how is that benefiting you?** I need to use some models like Mixtral that must be installed in the local instance and my App is not suitable for that, because it run on a AWS Lambda **Official Response from Claudia Ziegler:** > Hi Carlos, thanks for your review and feedback. It sounds like you are making the most of our full stack integration, which is awesome. That's the real power of building with Clarifai. The LLMs are well, large(!) and can take extra time to load if we are hosting them on the Clarifai platform. We're continually monitoring that and looking at ways to make that faster. Sometimes, the delay is on the model owner's side (ie, OpenAI). We know how important speed is, and our engineers are working to address these delays you experienced. Thanks again for building with Clarifai! Be sure to join our discord to get the latest and greatest updates, and to have easy access to our talented product and support teams. https://discord.gg/6ven8mDTkn ### 34. A non-technical jungle **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Entertainment | Small-Business (50 or fewer emp.) **Reviewed Date:** January 05, 2024 **What do you like best about Clarifai?** Clarifai has a wide range of solutions for almost every industry. I had a project idea and found out that Clarifai was partnering with lablabai for a hackathon, and thought I could implement their services to build out my project called castbooks. **What do you dislike about Clarifai?** I dislike that it is not non-techie friendly. My first experience on their website I was completely lost and didn't quite grasp their documentation. I had to use AI to breakdown terminology into simple terms. **What problems is Clarifai solving and how is that benefiting you?** It's helping me use openAI's API to trancscript audio from youtube podcasts into text ### 35. I worked with clarifai and its make it so easy to use all these models and build with them. **Rating:** 4.0/5.0 stars **Reviewed by:** Wajahat H. | Small-Business (50 or fewer emp.) **Reviewed Date:** January 06, 2024 **What do you like best about Clarifai?** its Ease of Use, U can use all the models easily and its all easy to implement. **What do you dislike about Clarifai?** i think worlds all the best models in one place **What problems is Clarifai solving and how is that benefiting you?** The availability of all the related stuff needed to build AI applications on one platform is the best thing for this platform. **Official Response from Claudia Ziegler:** > Hello Wajahat, thank you for your review and kind feedback. We're very proud to offer a full-stack AI platform to developers, and you clearly recognized that value! We've put the engineering work into the platform for the last ten years to make it easy for developers to quickly build production-grade AI: AI that is robust, safe, secure, reproducible, and deployable in any environment. If there are other models you would like to see in the platform, please join our discord and let us hear from you. We're adding new models almost daily. Thanks again for building with Clarifai. ### 36. Great to test LLM **Rating:** 4.0/5.0 stars **Reviewed by:** David S. | Small-Business (50 or fewer emp.) **Reviewed Date:** January 14, 2024 **What do you like best about Clarifai?** Great Large Language Model selection and great user interface **What do you dislike about Clarifai?** Not to many models to choose from like you could find in hugging face, but that is comprehensive since hugging face is so large AI comunity **What problems is Clarifai solving and how is that benefiting you?** Have the wizardCoder-Python-34B that i was looking for **Official Response from Claudia Ziegler:** > Hello David, thanks for your review and feedback. We pride ourselves on quickly bringing the latest and greatest LLMs to Clarifai users within days of their release. Please be sure you've joined us on discord to keep up with the latest and greatest and get any questions you may have answered. Here's the link: https://discord.gg/6ven8mDTkn Clarifai can import models from Hugging Face! It's available to customers on the Enterprise Plan, our most robust offering. Here's the link in our docs that explains how to do this: https://docs.clarifai.com/portal-guide/model/hf-model-importer/ If this is something you're interested in exploring further, you can reach out to us at sales@clarifai.com or by request contact on our pricing page, https://www.clarifai.com/pricing. Thanks for choosing Clarifai! ### 37. Revolutionizing AI: A Decade of Excellence with Clarifai **Rating:** 4.0/5.0 stars **Reviewed by:** Muneeb u Rehman A. | Web Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** December 21, 2023 **What do you like best about Clarifai?** It's very help full for developers like me I can use models of it like LLM.. very help full for me.. ❤️ **What do you dislike about Clarifai?** I have no reason to dislike it. I want to more help of it. **What problems is Clarifai solving and how is that benefiting you?** It's models are very good.. and also help full for me in multilingual text. ### 38. Great experience **Rating:** 5.0/5.0 stars **Reviewed by:** Rajendra Prasad G . | Mid-Market (51-1000 emp.) **Reviewed Date:** December 20, 2023 **What do you like best about Clarifai?** Easy to use and it provides bundles of models to use for our use cases **What do you dislike about Clarifai?** As of my experience with Clarifai,nothing I see **What problems is Clarifai solving and how is that benefiting you?** I am using clarify for use to get features from images to find similarly between the two images ### 39. I love clarify **Rating:** 5.0/5.0 stars **Reviewed by:** Wil S. | Software Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 12, 2024 **What do you like best about Clarifai?** The user friendly interface and the integration of paid api's **What do you dislike about Clarifai?** The time it takes to verify users is long and inconvenient **What problems is Clarifai solving and how is that benefiting you?** It reduces time consumption on performing unnecessary researches **Official Response from Claudia Ziegler:** > Hello Wil! Thanks for your review. Our UI is a fan favorite, especially for developers just starting to use Clarifai. We want to learn more about the verification process, and where things may have gotten stuck. A few notes - 1) When you sign up for the Clarifai Platform, a confirmation is sent almost instantaneously, but sometimes it goes to a spam folder and is missed. 2) We've run into issues if you're signing up for the first time when we're hosting an event with a third party (like one of our Hackathons). We work quickly to resolve those items with the third party. Our Community Product Manager would love to hear more about your verification experience if you are open to sharing that with us. You can email him directly at artjom.shestajev@clarifai.com. Thanks for building with Clarifai. ### 40. awsome **Rating:** 5.0/5.0 stars **Reviewed by:** Atul V. | SDE Intern (CoE-ML), Mid-Market (51-1000 emp.) **Reviewed Date:** January 19, 2024 **What do you like best about Clarifai?** easy acces of llms, even models like gpt-4-vision **What do you dislike about Clarifai?** integration with openai api/ azure/ aws should be there **What problems is Clarifai solving and how is that benefiting you?** easy access to models and apis ### 41. Good platform for combining different models **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Mid-Market (51-1000 emp.) **Reviewed Date:** December 20, 2023 **What do you like best about Clarifai?** The various models available on a single platform is great. Be it nlp models or vision models. **What do you dislike about Clarifai?** The pipeline building using output of one model to input of others is not very intuitive as a first time user. Took me a number of attempts getting that right. **What problems is Clarifai solving and how is that benefiting you?** It provides a unified api to different state of the art models in nlp as well as vision with a single account and credentials. **Official Response from Clarifai Marketing:** > Hi, This is Sumanth from Clarifai, ML Developer Advocate. Thank you for taking the time to share your experience with Clarifai. I'm really glad that you appreciate the community of models and the way Clarifai makes it easy to access a different range of models on a single platform. We are constantly working to improve the model library by adding the latest models in the AI space. I also appreciate your feedback on the workflow building process. It would be great to connect with you and learn more about your experience as a first-time user working with workflows, as well as understanding what specifically caused friction for you. Feel free to join our Discord Channel using the following link: https://discord.com/invite/26upV8Y4Nd. I'm happy to get your inputs and insights. Additionally, I'm sharing a tutorial below on workflows, and I hope that it will be helpful as well. Thank you. ### 42. Clarifai AI Review from Ficky **Rating:** 5.0/5.0 stars **Reviewed by:** ficky a. | Amazon Web Services (AWS) Activate Program, Small-Business (50 or fewer emp.) **Reviewed Date:** January 05, 2024 **What do you like best about Clarifai?** Connect to GPT4 and providing coding for developer **What do you dislike about Clarifai?** None. Clarifai AI will be getting better **What problems is Clarifai solving and how is that benefiting you?** I wanna create social commerce app with help of Clarifai ### 43. clarifai integration is great **Rating:** 4.0/5.0 stars **Reviewed by:** Lautaro S. | Film Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** January 06, 2024 **What do you like best about Clarifai?** IIntegration to other AIs are great and seems easy to understand **What do you dislike about Clarifai?** Documentation must be clearer, also translations **What problems is Clarifai solving and how is that benefiting you?** rag **Official Response from Claudia Ziegler:** > Hello Lautaro, thank you for your review and feedback! Happy to see you have had a good experience so far, especially with our integrations. We are going to be building out more this year. Another great benefit of the platform is we've integrated supporting tools/features so you can spend more time building AI and not stitching tools together. Our RAG capabilities are growing by the day. I'm going to pass along your feedback to our documentation team. I hope you will join us in our discord channel to continue to give us specific suggestions on how we can improve our docs, and what other translations would be useful. Thanks for building with Clarifai! ### 44. Innovative technology that could improve ease of useage **Rating:** 4.0/5.0 stars **Reviewed by:** Ibrahim L. | Hackathon Participant, Small-Business (50 or fewer emp.) **Reviewed Date:** January 05, 2024 **What do you like best about Clarifai?** The fact that you have all the AI models here in one place. **What do you dislike about Clarifai?** It is extremely difficult to understand how to use it especially for a beginner. **What problems is Clarifai solving and how is that benefiting you?** It allows me to train models extremely quickly and abstracts away many of the complexities. **Official Response from Claudia Ziegler:** > Hello Ibrahim, thank you for your review and candid feedback. We are proud to offer many models in our platform, and we are pleased you appreciated that. I'm sorry to hear that you found it difficult to understand how to use it as a beginner. Your comment reminded me of my days as a first-time user, something we are working hard to improve. I'll be sure to pass this on to our design, front-end development, chat support, and documentation teams. Also, we are actively looking at how to redo our onboarding experience and provide more in-app tutorials, all of which can help to improve the learning experience. I hope we'll see you again soon in another hackathon. We have one starting this Friday, if you're interested! It should be fun. https://lablab.ai/event/nextgen-gpt-ai-hackathon ### 45. Experience so far **Rating:** 2.0/5.0 stars **Reviewed by:** ujji s. | Robotics Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 08, 2024 **What do you like best about Clarifai?** The ease of making and options avalible when it comes to creating workflows. **What do you dislike about Clarifai?** The API documentation are difficult to work with and find. **What problems is Clarifai solving and how is that benefiting you?** Being among the few platforms that offers inference of polular models which are are avalible on HF **Official Response from Claudia Ziegler:** > Hi ujji, thanks for your review and feedback. I am glad you're finding the workflow feature useful. It's quite powerful when you want to combine multiple models to address a specific problem or use case. We'd very much appreciate hearing more about how we can improve the ease of finding and using our API documentation. Please email me directly (claudia.ziegler@clarifai.com), or you can find me in our discord (CZ), and we can set up a time to chat. ### 46. Good but not great **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** January 24, 2024 **What do you like best about Clarifai?** Quick workflows and lot of pre-trained concepts **What do you dislike about Clarifai?** UI is weird and slow, uploading large batches of images is buggy **What problems is Clarifai solving and how is that benefiting you?** Image classification and segmentation **Official Response from Claudia Ziegler:** > Hello, thank you for your review and feedback. Our product designer and Product Manager for our UI would love to get more details about your UI comments. If you're up for a phone/video chat, please let me know and we can set that up. I also spoke to some of our engineers about your issues with uploading large batches of images. Here's his recommendation: Use https://github.com/Clarifai/examples/blob/main/datasets/upload/dataset_upload.ipynb upload_from_csv also takes a file which has publicly downloadable URL of the image and downloads those image and upload it to our platform. you have to give it like this dataset.upload_from_csv(csv_path='./data/image_urls.csv',input_type='image',csv_type='url', labels=True) He used that to upload about 20K images and it worked without any issues. I hope that's helpful. You can always find us in discord if you are still having issues, or in our UI chat feature. ### 47. great service **Rating:** 5.0/5.0 stars **Reviewed by:** mohamed o. | Small-Business (50 or fewer emp.) **Reviewed Date:** January 12, 2024 **What do you like best about Clarifai?** userfriendly interface + great service , I like it **What do you dislike about Clarifai?** nothing for now , everything is good , thanks **What problems is Clarifai solving and how is that benefiting you?** data labeling and infrastructure **Official Response from Claudia Ziegler:** > Dear Mohamed, thank you for the review and feedback. If you need support as you continue to build, please contact us in our discord channel. We are always releasing new features and running 'how-to' tutorials as discord stage events that you may find helpful. Here's the link: https://discord.gg/6ven8mDTkn Thanks for choosing to build with Clarifai! ### 48. My Review of Clarifai **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Online Media | Small-Business (50 or fewer emp.) **Reviewed Date:** December 20, 2023 **What do you like best about Clarifai?** Different models to consume in one place and UI modules **What do you dislike about Clarifai?** Slow UI reloads, constant login pop-ups and delayed updation of input counts **What problems is Clarifai solving and how is that benefiting you?** The use of different models to leverage for content creation ### 49. Great UX, just works **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** January 01, 2024 **What do you like best about Clarifai?** How developer friendly and simple the API usage is **What do you dislike about Clarifai?** Umm the accuracy at few edge cases. Could have been a bit faster too **What problems is Clarifai solving and how is that benefiting you?** Helps me label n parameters of discrete varying data ### 50. The design of its interface makes it a fairly simple and easy-to-use tool **Rating:** 3.0/5.0 stars **Reviewed by:** Guille D. | senior software engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 14, 2021 **What do you like best about Clarifai?** The design of its interface makes it a fairly simple and easy-to-use tool at all times, the fact that it allows me to identify images in a much easier way is something of great help, not to mention the fact that the precision with The one that interprets the images is impressive, which allows me to make a much more precise recognition of the images that are implemented in my applications, the simplicity of its configuration is also quite practical when the application is being installed for the first time, since that way I don't waste so much time in complex configurations to be able to use this tool without so much problem, the fact that it is a multilanguage application seems to me simply perfect since that way we can use it in our native language without so many inconveniences, another quite practical option is the fact that a large amount of knowledge is not required in the programming area to be able to do us or from this application, everything works quite well, so I really recommend this application with your eyes closed. **What do you dislike about Clarifai?** What disappoints me the most about this application is the fact that it only works with images, I think they should update to allow me to identify objects through my phone's camera and even the design of an application does not hurt. desk to be able to use it in a much more comfortable way **What problems is Clarifai solving and how is that benefiting you?** It has allowed me to identify images in a much simpler and easier way, which has been of great help to me when I need to process and identify images for our work in a much more practical and efficient way, but above all agile and simple. , so I can implement this tool in a much simpler and easier way to my developments. - [View Clarifai pricing details and edition comparison](https://www.g2.com/products/clarifai/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-05+12%3A18%3A37+-0500&secure%5Bsession_id%5D=a346733f-b3a2-4325-9418-6754980496d2&secure%5Btoken%5D=a5567700667aa3ab9b5019a0348b9377d4c876569105dbf4d6daa59ef5a698f9&format=llm_user) ## Clarifai Integrations - [Support for JupyterLab 3 - New Web Interface for Project Jupyter](https://www.g2.com/products/support-for-jupyterlab-3-new-web-interface-for-project-jupyter/reviews) ## Clarifai Features **System** - Data Ingestion & Wrangling **Quality** - Labeler Quality - Task Quality - Data Quality - Human-in-the-Loop **Recognition Type** - Emotion Detection - Object Detection - Text Detection - Motion Analysis - Scene Reconstruction - Logo Detection - Explicit Content Detection - Video Detection **Scalability and Performance - Generative AI Infrastructure** - AI High Availability - AI Model Training Scalability - AI Inference Speed **Integration - Machine Learning** - Integration **Prompt Engineering - Large Language Model Operationalization (LLMOps) ** - Prompt Optimization Tools - Template Library **Inference Optimization - Large Language Model Operationalization (LLMOps)** - Batch Processing Support **Usability - Emotion AI** - Multi-Modal Support - Setup Simplicity - Platform Integration - User Interface Design **Data Ingestion & Preparation - Low-Code Machine Learning Platforms** - Automatic Data Profiling & Quality Assessment - Multi‑Source Connector Support - Schema Drift / Change Detection **Retrieval intelligence - AI Search & Retrieval Infrastructure Platforms** - Advanced relevance tuning - Query understanding & expansion - Multistage retrieval & re-ranking - Context-aware & personalized search **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Model Development** - Feature Engineering **Automation** - Machine Learning Pre-Labeling - Automatic Routing of Labeling **Facial Recognition** - Facial Analysis - Face Comparison **Cost and Efficiency - Generative AI Infrastructure** - AI Cost per API Call - AI Resource Allocation Flexibility **Learning - Machine Learning** - Training Data - Actionable Insights - Algorithm **Model Garden - Large Language Model Operationalization (LLMOps)** - Model Comparison Dashboard **Performance Optimization - Emotion AI** - Data Privacy - Scalability - Real-Time Processing **Model Construction & Automation - Low-Code Machine Learning Platforms** - Guided Algorithm & Hyperparameter Recommendation - Code Extensibility - Automated Feature Engineering **Embedding & model management - AI Search & Retrieval Infrastructure Platforms** - Embedding versioning & lifecycle management - Multimodal search support - Pluggable embedding & LLM providers **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Image Annotation** - Image Segmentation - Object Detection - Object Tracking - Data Types **Labeling** - Model Training - Bounding Boxes - Custom Image Detection **Integration and Extensibility - Generative AI Infrastructure** - AI Multi-cloud Support - AI Data Pipeline Integration - AI API Support and Flexibility **Custom Training - Large Language Model Operationalization (LLMOps)** - Fine-Tuning Interface **Security & Compliance - Emotion AI** - Emotion Granularity - Ethical AI Compliance - Encryption Support **LLM retrieval & RAG optimization - AI Search & Retrieval Infrastructure Platforms** - Retrieval pipeline orchestration - LLM-aware retrieval optimization - Hybrid retrieval strategy optimization **Deployment** - Managed Service - Application - Scalability **Natural Language Annotation** - Named Entity Recognition - Sentiment Detection - OCR **Deployment** - Integrations **Security and Compliance - Generative AI Infrastructure** - AI GDPR and Regulatory Compliance - AI Role-based Access Control **Application Development - Large Language Model Operationalization (LLMOps) ** - SDK & API Integrations **Advanced Features - Emotion AI** - Integration APIs - Adaptive Emotion Responses - Multi-Language Support **Data Enrichment & Index Intelligence - AI Search & Retrieval Infrastructure Platforms** - Incremental & streaming index updates - Built-in data enrichment **Speech Annotation** - Transcription - Emotion Recognition **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image **Usability and Support - Generative AI Infrastructure** - AI Documentation Quality **Model Deployment - Large Language Model Operationalization (LLMOps) ** - One-Click Deployment - Scalability Management **Detection Features - Emotion AI** - Voice Emotion Analysis - Facial Expression Recognition - Emotion Detection in Low-Quality Inputs **Security & governance - AI Search & Retrieval Infrastructure Platforms** - Fine-grained access controls - Data residency & retention policies - Audit logs & retrieval traceability **Guardrails - Large Language Model Operationalization (LLMOps)** - Content Moderation Rules - Policy Compliance Checker **Agentic AI - Emotion AI** - Adaptive Learning - Natural Language Interaction **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Operations, observability & reliability - AI Search & Retrieval Infrastructure Platforms** - Search analytics & relevance debugging - High availability & disaster recovery **Model Monitoring - Large Language Model Operationalization (LLMOps)** - Drift Detection Alerts - Real-Time Performance Metrics **Security - Large Language Model Operationalization (LLMOps)** - Data Encryption Tools - Access Control Management **Gateways & Routers - Large Language Model Operationalization (LLMOps)** - Request Routing Optimization ## Top Clarifai Alternatives - 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