Weights & Biases vs vLLM

FeatureWeights & BiasesvLLM
CategoryMLOpsLocal AI Infrastructure
PricingFree + Teams $50/moFree (open-source)
GitHub Stars9,00045,000
PlatformsLinux, macOS, Windows, WebLinux
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Sweeps
  • ✓ Reports
  • ✓ Artifacts
  • ✓ PagedAttention
  • ✓ Continuous batching
  • ✓ Tensor parallelism
  • ✓ OpenAI-compatible API
  • ✓ Multi-GPU
  • ✓ Quantization
Tags
mlopstrackingexperimentsmonitoring
open-sourceinferenceservinggpuhigh-throughput