
Opik
8.4#1 in mlops platformsFrom $19 a monthFree planWebAPILinuxmacOS
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| Fact | Opik | VoltOps |
|---|---|---|
| Prompt management | Its prompt tools provide a library, version history, playground, composable prompt building and dataset-based comparisons. | Prompt management versions edits, supports rollback and promotion to staging or production, and allows JSON import and export. |
| Self-hosting | Self-hosting exposes the full feature set but omits user-management features; local Docker installation is for getting started, while Kubernetes is the production deployment option. | The Enterprise plan includes self-hosted deployment, with customer data remaining in the customer's infrastructure. |
| Tracing | The platform captures and visualizes multi-step agent execution, including LLM calls, tools and retrieval steps. | VoltOps traces LLM calls, tool executions, and agent interactions, with session replay and payload inspection. |
Opik is for teams building LLM applications or agents that need tracing, evaluation, and production monitoring. Its free plans are described as suitable for development and testing.
VoltOps may suit teams that need to monitor, evaluate, automate, and deploy AI agents. The plan descriptions position Core for small teams and production, Pro for larger teams with advanced needs, and Enterprise for large-scale deployments.