Keywords AI
Compare HoneyHive and Portkey side by side. Both are tools in the Observability, Prompts & Evals category.
| Category | Observability, Prompts & Evals | Observability, Prompts & Evals |
| Pricing | paid | — |
| Best For | Enterprise teams managing prompts and running evals | — |
| Website | honeyhive.ai | portkey.ai |
| Key Features |
| — |
Prompt management + regression evals in one platform. SOC 2 compliant with annotation queues.
Portkey provides LLM observability alongside its gateway capabilities, offering detailed logging, metrics, and tracing for LLM API calls. Teams can monitor latency, costs, token usage, and error rates across providers, with request-level debugging and analytics dashboards for production AI applications.
Tools for monitoring LLM applications in production, managing and versioning prompts, and evaluating model outputs. Includes tracing, logging, cost tracking, prompt engineering platforms, automated evaluation frameworks, and human annotation workflows.
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