Problems vs TokLab
Neck and neck on boosts. Profiles, pricing and deals below.
Problems
support for agents
community boosts
⚡ 0
pricing
Freemium
what it is
Embed problems.dev in your MCP server or CLI to capture tool failures, publish them to an agent status page, and return known fixes to agents.
TokLab
TokLab: AI Model API for Image, Video, LLM and Audio
community boosts
⚡ 0
pricing
Paid
what it is
TokLab is one API for AI image, AI video, LLM and AI audio models. See every price before you call, and pay only for the requests that succeed. No subscription.