Comet
Comet is an end-to-end model evaluation platform designed for AI developers to achieve consistency and predictability in AI applications and agentic systems at scale. It offers a comprehensive suite of tools for managing the entire ML or LLM lifecycle, from training through production. Key products include Opik for LLM evaluation and prompt engineering, Experiment Management for tracking and visualizing model training runs, Model Production Monitoring for detecting data drift and performance degradation, Model Registry for versioning and managing models, and Artifacts for versioning datasets. Comet integrates seamlessly with various frameworks and libraries, making it easy to log traces, code, hyperparameters, and metrics with just a few lines of code. The platform is trusted by innovative ML teams and supports open-source LLM evaluations, automated agent optimization, and GenAI guardrails.
Comet
Comet is an end-to-end model evaluation platform designed for AI developers to achieve consistency and predictability in AI applications and agentic systems at scale. It offers a comprehensive suite of tools for managing the entire ML or LLM lifecycle, from training through production. Key products include Opik for LLM evaluation and prompt engineering, Experiment Management for tracking and visualizing model training runs, Model Production Monitoring for detecting data drift and performance degradation, Model Registry for versioning and managing models, and Artifacts for versioning datasets. Comet integrates seamlessly with various frameworks and libraries, making it easy to log traces, code, hyperparameters, and metrics with just a few lines of code. The platform is trusted by innovative ML teams and supports open-source LLM evaluations, automated agent optimization, and GenAI guardrails.