Head-to-Head

EvalGuard vs Weights & Biases

ML experiment tracking platform with LLM features

Weights & Biases (W&B) is the leading ML experiment tracking platform with recent LLM evaluation features via Weave.

8
EvalGuard wins
vs
2
Weights & Biases wins
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FeatureEvalGuardWeights & Biases
Attack Plugins2320
Eval Scorers135~10 (Weave)
Experiment TrackingYesBest-in-class
Model RegistryNoYes
LLM FirewallYesNo
ComplianceEU AI Act + ISONo
Open SourceMITPartial (Weave)
Red Team TestingFull suiteNo
Prompt RegistryRegistry + DiffNo
Self-HostedHelm + DockerEnterprise only

Why choose EvalGuard over Weights & Biases

  • 246 attack plugins — W&B has zero security testing
  • 97 eval scorers vs ~10 in Weave
  • Compliance dashboard — W&B has none
  • LLM Firewall for production protection
  • Fully open source under MIT license

Where Weights & Biases leads

  • W&B has best-in-class experiment tracking and visualization
  • W&B has deeper model registry and artifact management
  • W&B has massive ML community adoption

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