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Clarifai's founding team has moved to Nebius, Roboflow builds vision AI
Clarifai vs Roboflow? Over 1 million engineers create datasets, train models, and deploy to production with Roboflow.
Why are companies choosing Roboflow?
The turnkey solution for vision AI. Create datasets, train models, and deploy to production.
AnnotateAI-accelerated labeling and dataset optimization
TrainComplete model training toolset and platform
BuildVisual application builder and template
DeployManaged infrastructure, cloud and edge support
End-to-End Vision, One Platform
From labeling to deployment - build, train, and launch with ease.
Built for Builders, Ready for Anything
Interoperable infrastructure for developers to create custom vision solutions.
AI at the Edge, Without Limits
Deploy seamlessly to any edge device and power real-time vision AI.
Build vision AI applications with ease
Use a low-code open source platform to simplify building and deploying vision AI applications.
Machine learning expertise, always
Work with account-dedicated AI specialists and Field Engineers to accelerate development and optimize performance.
Datasets and models for every industry
Access thousands of datasets and pre-trained models to kickstart your computer vision projects.
Flexible model licensing
Choose from a range of licensing options to fit your needs, whether for commercial use, private deployment, or collaboration across teams.
Want to migrate from Clarifai to Roboflow?
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Bring data from Clarifai to Roboflow for model training.
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Automate data labeling
Use AI labeling in Roboflow to automate 90% of human labeling.
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Compare Clarifai and Roboflow Visual AI
Nebius hired Clarifai's core engineering and research team, and licensed its inference and reasoning IP. That agreement explicitly set Clarifai's computer vision models aside as legacy. Teams that depend on a vision platform use Roboflow, which remains built for the custom vision lifecycle: label your own data with AI assistance, train domain-specific models like RF-DETR, chain logic with Roboflow Workflows, and deploy to cloud, edge, or air-gapped environments.
Ultimately, teams use Roboflow because it provides enterprise-grade stability, the option to deploy on anything from an NVIDIA Jetson at the edge to high-scale cloud clusters via Roboflow Cloud, and the ability to build complex application logic (like model chaining and industrial PLC triggers) through a visual drag-and-drop canvas with Roboflow Workflows. While others pivot away, Roboflow is doubling down on the tools engineers need to make machines see.
Roboflow
End-to-end computer vision platform (annotate, train, deploy)
Clarifai
GPU inference and compute orchestration; computer vision is a legacy product line
Scale & Ecosystem
Roboflow
- 1,000,000+ developers on the platform
- 1,000,000+ public datasets on Roboflow Universe
- 100,000+ pre-trained models hosted publicly
- 25,000+ organizations building with the platform, including more than half of the Fortune 100 (publicly cited: Rivian, GE Vernova, Chobani, USG, Pella)
- Computer vision is the whole company, not a legacy product line
Clarifai
- On May 12, 2026, Nebius hired Clarifai's core engineering and research team, including founder Matthew Zeiler, and licensed Clarifai's inference and reasoning IP; the agreement excluded Clarifai's legacy computer vision models and its US government and defense programs
- Public catalog of community-contributed models and datasets ("Clarifai Community")
- No publicly disclosed developer, organization, or Fortune 100 adoption figures
Product Capabilities (Computer Vision)
Roboflow
- Native support for object detection, instance and semantic segmentation, image classification, keypoint detection, OCR, depth estimation, and multimodal tasks
- Auto Label uses foundation models (Grounding DINO, SAM 3) so teams automate up to 90% of human labeling
- Built-in foundation models including CLIP and SAM
- Roboflow Workflows for chaining detection, classification, OCR, and business logic into a single pipeline
- Active model registry covering RF-DETR, YOLO (v8 / v11 / v26), Detectron2, and other current architectures
Clarifai
- Pre-trained models for object detection, facial recognition, OCR, logo detection, NSFW, and content moderation remain available from the earlier platform
- Vision is one of several modalities (also language and audio) and is no longer the platform's stated focus
- Current product investment centers on serving large open-weight language models (benchmarks published for models like Kimi K2.5), AI Runners, and workflow orchestration for inference pipelines
- The Nebius agreement categorizes the computer vision models as legacy technology
Developer Experience
Roboflow
- Open-source supervision library - model-agnostic utilities for detections, tracking, annotation, and evaluation
- Open-source inference server - self-hostable HTTP inference for custom and foundation models
- Native integrations with Hugging Face Transformers, MMDetection, and the broader open-source CV stack
- Python SDK plus REST/HTTP APIs; standardized I/O lets teams swap model weights without changing application code
Clarifai
- Official SDKs in Python, Node.js, JavaScript, and Java
- REST and gRPC APIs; newer surface area is OpenAI-compatible inference endpoints
- Open-source repositories primarily consist of client libraries and examples; no comparable open-source CV utility library or self-hostable CV inference server in active mainstream use
Enterprise & Security
Roboflow
- SOC 2 Type II compliant
- HIPAA-compliant infrastructure with BAAs available
- PCI DSS (SAQ A and AOC) compliance
- Deployment options: managed cloud, customer VPC, on-premises, and fully air-gapped / offline (Docker-based) for firewalled environments
- Training and inference can run on customer-owned bare metal or in the customer's own cloud account
Clarifai
- SOC 2 Type II and ISO 27001 audited
- Operates aligned with HIPAA standards
- Production infrastructure described as multi-tenant with outsourced infrastructure providers; on-premise and edge deployment available as separate offerings
- US government and defense programs were carved out of the Nebius agreement and remain with Clarifai
Sources: roboflow.com, docs.roboflow.com, security.roboflow.com, universe.roboflow.com, github.com/roboflow, clarifai.com, docs.clarifai.com, github.com/Clarifai, nebius.com/newsroom, businesswire.com. Figures reflect publicly available information as of August 2026.