Understand your
LLM token usage
Real-time monitoring, cost tracking, and insights for your AI applications. Build better, ship faster, and optimize every token.
Built for modern AI teams
Everything you need to understand, optimize, and scale your LLM applications
Live Token Streaming
Watch tokens stream in real-time with per-token cost tracking. Highlight responses, detect anomalies, and analyze every generation as it happens.
Cost Analysis
Understand your AI spending down to the token. Forecast costs and set budgets that actually work.
Performance Insights
Analyze latency, throughput, and efficiency. Optimize your prompts and model selection for better results.
Team Collaboration
Share insights across your team. Set up alerts, create dashboards, and make data-driven decisions together.
Watch every token as it streams
See exactly what your LLM is generating, token by token. Highlight anomalies, track costs in real-time, and catch issues before they become problems.
Token-level visibility
Inspect every token with metadata including cost, latency, and position in the response.
Real-time streaming
WebSocket-powered updates let you see tokens the instant they're generated.
Anomaly detection
Automatically highlight unusual patterns, high costs, or unexpected latency spikes.
Up and running in minutes
Three simple steps to complete visibility into your LLM usage
Install the SDK
Add TknScope to your project with a single npm install. Works with any Node.js or Python application.
Wrap your LLM client
One line of code to start monitoring. TknScope automatically detects your provider and starts tracking.
Watch tokens stream
Open your dashboard and see every token in real-time. Costs, latency, and insights update live as your app runs.
No credit card required
Seamless integration
Works with all major LLM providers. Get started in minutes, not days.
One line of code
Add TknScope to your application with a single import. No complex setup, no infrastructure changes.
See every token.
Control every cost.
Join teams who've cut their AI costs by 40% while shipping faster. Real-time visibility, zero guesswork.