A agentindex
Comparison

DeepEval (Confident AI) vs Weights and Biases Weave

A like-for-like, spec-level comparison. Both entries are verified against their docs and repo.

DeepEval (Confident AI)

Open-source unit tests for LLMs.

  • + Pytest-style DX, fits existing test suites
  • + Open source metric library
  • − Confident AI cloud is proprietary
  • − Setup for custom metrics takes work

Weights and Biases Weave

LLM tracing and eval inside W&B.

  • + Integrates with existing W&B experiment tracking
  • + Good for ML teams already on W&B
  • − Most useful only if you already use W&B
  • − Proprietary
Spec DeepEval (Confident AI) Weights and Biases Weave
Category eval-observability eval-observability
License Apache-2.0 Proprietary
Open source Yes No
Self-hostable Yes No
MCP support No No
Pricing free freemium
Starting price Self-host free Free tier
Models multi multi
Languages python python, typescript
GitHub stars 16.5k —
Last activity 2026-06-25 —