A agentindex
Comparison

AgentOps vs DeepEval (Confident AI)

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

AgentOps

Observability built specifically for AI agents.

  • + Agent-session mental model fits agentic apps
  • + Easy SDK integration
  • − Cloud-only currently
  • − Newer and less mature than incumbents

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
Spec AgentOps DeepEval (Confident AI)
Category eval-observability eval-observability
License MIT Apache-2.0
Open source Yes Yes
Self-hostable No Yes
MCP support No No
Pricing freemium free
Starting price Free tier Self-host free
Models multi multi
Languages python, typescript python
GitHub stars 5.6k 16.5k
Last activity 2026-06-25 2026-06-25