Capwatch compared
Honest comparisons. Some of these tools do things we don't; each page says when to pick them instead.
Capwatch vs Helicone
An LLM observability proxy: every request goes through Helicone, which logs it and its cost.
Capwatch vs Langfuse
Open-source LLM tracing and evals, with cost per trace and per user.
Capwatch vs Portkey
An AI gateway with budgets and limits per virtual key.
Capwatch vs Vantage
Cloud cost management (FinOps) across AWS, GCP, Azure and others, including Anthropic and OpenAI.
Capwatch vs Pulse and other Mac menu-bar apps
Mac menu-bar apps (Pulse, CodexBar, ccusage) that show your own Claude Code, Codex and Cursor limits from local files.