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Dify vs Weights & Biases

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Dify compared with Weights & Biases
DetailDifyWeights & Biases
What it doesThe Platform for Production-Ready Agentic Workflows The AI developer platform to build AI agents, applications, and models with confidence
StageEstablished Established
FoundedNot given Not given
Based inUS Not given
Pricing modelfreemium Not given
PricingSandbox (free), Professional ($590/year per workspace), Team ($1,590/year per workspace), and custom Enterprise pricing. Message credits included monthly. Not given
Key features
  • Workflow Studio - Visual builder for agentic workflows
  • Agent builder - Create agents with skills, tools, and knowledge
  • Knowledge Pipeline - Prepare searchable knowledge bases
  • Marketplace - Explore tools, models, and integrations
  • Multi-deployment options - Cloud, VPC, or self-hosted
  • Publish and monitor - Ship as app, API, or tool
  • Visual execution path - Turn prompt logic into visible workflows
  • Unified workspace - Bring AI stack into one platform
  • Enterprise features - SSO, SAML, RBAC, audit logs
  • Experiment tracking
  • Hyperparameter optimization
  • Model registry
  • Dataset and model versioning
  • Interactive data visualization
  • Collaborative dashboards
  • Automated ML workflows
  • Agentic AI application builder
  • Production monitoring
  • LLM evaluation tools
What makes it different
  • No-code platform that democratizes AI agent development for beginners
  • Deploy from prototype to production without rebuilding the stack
  • Unified workspace for agents, workflows, and knowledge pipelines
  • Enterprise-ready with SSO, RBAC, audit logs, and compliance certifications
  • Get started with one line of code
  • Enterprise compliance certifications including ISO 27001, SOC 2, and HIPAA
  • Mobile app for monitoring experiments and training runs
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)78 no change since last check80 no change since last check
Trust Flow (Majestic)3335
Citation Flow (Majestic)5253
Referring domains (Majestic)633811115

4 details filled in for both companies.

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