Tool overview
Clarifai is listed under AI Models & Platforms AI tools.
What is Clarifai?
Clarifai provides tools for building, deploying, and managing multimodal AI models and workflows across cloud, VPC, on-premises, and edge environments. In 2026, Nebius began licensing Clarifai’s inference and compute-orchestration technology and hiring its core engineering team.
Best for
Enterprise developers operating multimodal AI across hybrid infrastructure
Who is it for?
Decision note
Suitable for evaluation after confirming current commercial terms, lifecycle status, aliases, data handling, and edit-screen controls. Keep Needs Review enabled until a human verifies the final WordPress profile.
Key features
Multimodal model and workflow management
APIs and SDKs for inference applications
Compute orchestration across infrastructure providers
Cloud, VPC, on-premises, and edge deployment
Collaborator permissions and scoped access
Model, dataset, application, and workflow lifecycle tools
Use cases
Deploying multimodal AI applications
Serving vision and language models
Managing datasets and model workflows
Orchestrating inference compute
Operating AI across hybrid environments
Pros
- Long-running enterprise AI platform
- Broad multimodal and deployment coverage
- Strong API and workflow tooling
- Partner ecosystem spans cloud and hardware vendors
Limitations
Clarifai’s 2026 transition creates material lifecycle and purchasing uncertainty. Teams should confirm service availability, contracts, credits, support, data portability, deployment ownership, model licensing, and migration options before starting or expanding production workloads.
Pricing details
Billing options
Pricing note
Clarifai states that platform credit purchases are disabled after June 18, 2026 while Nebius licenses core technology and hires the engineering team. Older pay-as-you-go and credit offers are not treated as current stable pricing. Confirm commercial continuity directly.
Supported languages
- Python
- JavaScript
- Java
Integrations
AWS
Google Cloud
Kubernetes
NVIDIA
AMD
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