Clarifai is the leading hybrid cloud AI orchestration platform for deploying production-ready AI at scale. Clarifai's Compute Orchestration maximizes AI performance, reduces costs, and scales effortlessly. Our end-to-end, full stack enterprise AI platform allows organizations to build AI faster, leverage today's modern AI technologies like cutting-edge Generative AI, vector searches to enable Retrieval Augmented Generation (RAG), automated data labeling, dataset management, model training and evaluation, and more. 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.
Deploy AI Anywhere:
Run AI workloads on any hardware, in our shared serverless SaaS or in your VPC, on-premise, or air-gapped environments.
Maximize Compute, Cut Costs:
Optimize your resource utilization with GPU fractioning, auto-scaling, and batch and inference streaming.
Use spot instances for maximum savings for latency-tolerant workloads.
Control & Governance
Monitor AI model performance, resource usage, and costs using a unified Control Center.
Enjoy enterprise-grade security with Audit Logging, Role-based Access Controls, and personnel management via Organizations and Teams.
Accelerate AI to production:
Streamline model deployment with automated workflows, push-button builds, and simplified scaling.
Bring your preferred model building tools and let Clarifai's stack complement your workflow.
Highlights
Compute Orchestration: The Hybrid Cloud AI Orchestration Platform: Deploy production-ready AI at scale, optimize your AI compute, avoid vendor lock-in, and control spend more efficiently.
Full-stack AI platform: Every AI lifecycle tool you need to customize your AI workloads. Auto-label, train, evaluate, and deploy models with our full AI toolset - backed by world-class AI expertise.
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Pricing is based on the duration and terms of your contract with the vendor, and additional usage. You pay upfront or in installments according to your contract terms with the vendor. This entitles you to a specified quantity of use for the contract duration. Usage-based pricing is in effect for overages or additional usage not covered in the contract. These charges are applied on top of the contract price. If you choose not to renew or replace your contract before the contract end date, access to your entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
This listing uses a contract pricing model with two components. The Clarifai dimension covers your base contract, priced through custom offers you arrange directly with the vendor. The clarifai_usage dimension bills any Additional Usage beyond what your contract includes. Together, these let you set a committed base and then pay for consumption above that amount. Because base pricing is custom, you work with the vendor to size your contract, while usage charges scale with what you consume through the platform.
Top-of-mind questions for buyers
What counts toward the clarifai_usage dimension for billing?
The clarifai_usage dimension bills Additional Usage beyond what your base contract includes. This covers consumption on the platform, such as running inference, deploying models, and orchestrating AI workloads across cloud, on-premise, or edge environments. Charges here scale with what you actually consume above your committed amount.
What happens to my bill if usage goes beyond my committed contract amount?
When your consumption passes what your base contract covers, the clarifai_usage dimension bills the overage as Additional Usage. This charge applies only to consumption above your commitment, not your full usage. It scales with how much you use, so higher activity raises this portion of the invoice.
How do the two dimensions combine on my invoice?
You pay your base contract through the Clarifai dimension, set by custom pricing you arrange with the vendor. The clarifai_usage dimension adds separate charges for Additional Usage above that base. Both appear together. The base is a fixed committed amount; usage charges vary with actual consumption on the platform.
docs.clarifai.com
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Email support services are available from Monday to Friday. support@clarifai.com
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
Prisma AIRS API is an SaaS REST API designed to secure AI apps, models and agents against threats such as sensitive data loss, tool misuse, malicious URLs, toxic language, prompt injections and malicious code at runtime.
Locate everything, everywhere. Combain provides smart positioning solutions able to track any connected object in the world, outdoors and indoors. The positioning solutions are deployed world-wide and used in many areas.
Efficient AI-Powered Visual Analysis with Easy Integration
Reviewed on Aug 18, 2026
Review provided by G2
What do you like best about the product?
I use Clarifai for AI-powered image and video analysis, which makes working with visual data much easier and more efficient. I like how it helps me quickly identify objects, classify visual content, and automate tasks that would otherwise require a lot of manual effort. What I appreciate most is the time-saving aspect of it, as it automates repetitive tasks and provides quick, useful results. The integration with other AI and data-processing tools also enhances my workflow. We switched to Clarifai from Google Cloud Vision because it offered better flexibility and easier integration. The initial setup of Clarifai was easy, smooth, and straightforward. Overall, I'm really pleased with Clarifai and would highly recommend it.
What do you dislike about the product?
I find the learning curve of some advanced features challenging. The pricing can also be a bit difficult to understand at first. I noticed that better documentation or simpler setup options would make the overall experience easier.
What problems is the product solving and how is that benefiting you?
I use Clarifai for AI-powered image and video analysis, automating tasks, identifying and classifying content quickly, and processing large data efficiently. It saves time and reduces manual effort, making visual data work much easier.
Saurabh V.
A Powerful Full-Stack AI Platform with a Few Sharp Edges
Reviewed on Aug 18, 2026
Review provided by G2
What do you like best about the product?
Clarifai stands out for its full-stack, end-to-end AI platform that seamlessly integrates computer vision, natural language processing, and generative AI. Its combination of low-code/no-code drag-and-drop tools alongside flexible APIs allows both non-technical users and developers to train, annotate, search, and deploy custom or pre-trained models rapidly across cloud, on-premises, or edge environments.
What do you dislike about the product?
Clarifai can feel overwhelming for beginners due to its steep learning curve and complex UI navigation. Additionally, its pricing model can become unexpectedly expensive as data processing scales up, and users occasionally report inconsistent documentation, occasional latency during large model deployments, and restrictive platform limitations when trying to export or fully customize proprietary trained models outside their ecosystem.
What problems is the product solving and how is that benefiting you?
Clarifai solves the complexity of building AI by streamlining unstructured data management, automated labeling, and model deployment into one end-to-end platform. This benefits developers by drastically reducing development cycles, cutting infrastructure overhead, and allowing rapid deployment of scalable computer vision and multimodal models without managing complex AI pipelines from scratch.
Subhashree S.
Clarifai’s Flexible Model Workflows and Powerful Multimodal Platform
Reviewed on Aug 16, 2026
Review provided by G2
What do you like best about the product?
What I like best about Clarifai is the breadth of models and the flexibility to combine them into custom workflows. It makes it easy to experiment with different AI models and then build something more production-ready without having to manage every model or infrastructure component separately. I also find the multimodal capabilities useful for working with text, images, audio, and video in the same platform.
What do you dislike about the product?
The main thing I dislike about Clarifai is that the pricing can become expensive as usage grows, especially for smaller teams or individual developers. Some of the advanced features also have a learning curve, and the documentation could be more beginner-friendly. I’d also like to see more customization and flexibility in certain areas.
What problems is the product solving and how is that benefiting you?
Clarifai helps solve the challenge of building, testing, and deploying AI models without having to manage the entire ML infrastructure from scratch. It provides pre-trained and custom models, data labeling, model training, workflows, and deployment tools in one platform.
For me, the biggest benefit is faster development and easier experimentation. I can use existing models, connect multiple models into workflows, and deploy them without spending as much time on infrastructure and model-management work. This makes it easier to turn AI prototypes into usable applications and scale them when needed.
anish k.
Fast, Straightforward Computer Vision Models with Clear API Docs
Reviewed on Aug 15, 2026
Review provided by G2
What do you like best about the product?
I really appreciate how fast and straightforward it is to get computer vision models up and running. The API documentation is super clear, and being able to quickly fine-tune pre-trained models saves our team a massive amount of development time
What do you dislike about the product?
The pricing structure can scale up quickly, and the free tier feels fairly restrictive if you want to do any extended testing. Also, the documentation can sometimes seem a bit fragmented, especially when you’re trying to set up more complex, multi-model workflows and piece everything together.
What problems is the product solving and how is that benefiting you?
Problems Solved: It addresses the high complexity and cost of training custom machine learning models and building AI infrastructure from scratch.
Benefits: It dramatically shortens time-to-market by offering ready-to-use APIs, pre-trained models, and straightforward low-code/no-code fine-tuning tools.
Alexis G.
Streamlined Media Editing with Effortless Integration
Reviewed on Aug 13, 2026
Review provided by G2
What do you like best about the product?
I really like Clarifai for its structure when dealing with videos and text, and it helps simplify things like organizing audio. The time-saving aspect and its user-friendly nature are great, and I appreciate how easy it is to integrate with other tools. The easy language that they use is also a plus. Setting up Clarifai was very easy for me because someone from my team did it, and I found it very, very easy once it was all set up.
What do you dislike about the product?
I find the easy language they use problematic.
What problems is the product solving and how is that benefiting you?
I find Clarifai helps me with editing video, handling unstructured pictures/audio, organizing audio, and text structuring. It's time-saving, user-friendly, and integrates easily.