Weights & Biases vs vLLM

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