Weights & Biases vs Portkey

FeatureWeights & BiasesPortkey
CategoryMLOpsAI Development
PricingFree + Teams $50/moFree + Pro plans
GitHub Stars9,0006,000
PlatformsLinux, macOS, Windows, WebWeb, Docker
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Sweeps
  • ✓ Reports
  • ✓ Artifacts
  • ✓ AI gateway
  • ✓ Fallbacks
  • ✓ Load balancing
  • ✓ Caching
  • ✓ Observability
Tags
mlopstrackingexperimentsmonitoring
gatewayreliabilityobservabilityapi