Claude Code & Codex Usage Trading Cards alternatives

Exceeds AI provides multi-tool AI code usage analytics, offering code-level visibility into AI and human contributions across various AI coding tools like Claude Code and GitHub Copilot.

LangSmith is a comprehensive platform for building and monitoring large language model (LLM) applications, offering robust observability, evaluation, and debugging capabilities, deeply integrated with the LangChain ecosystem.

Helicone offers LLM observability and analytics with a strong emphasis on cost management, detailed logging, request tracing, and caching to optimize API usage.

Humanloop is an LLM evaluation platform designed for enterprises, simplifying the building, evaluating, and deploying of custom AI models with features like prompt management, model evaluation, and human-in-the-loop workflows.