All capabilities
Capability
Pre-Execution Token Estimation
Know the cost before you commit the compute.
Summary
Before running any expensive inference, Devtor surfaces a token estimate and projected cost. You decide whether to proceed.
The problem
Agent loops and build commands can trigger surprise bills. Teams discover cost only after the run completes.
How Devtor solves it
Pre-flight estimation breaks down expected input tokens, output tokens, and USD cost per model candidate — shown before a single inference call.
Benefits
- Token and cost breakdown per model option
- Approve or cancel before execution starts
- Budget thresholds block overspend automatically
- Historical accuracy improves estimates over time
Use cases
- Large codegen tasks on frontier models
- CI-adjacent agent runs with spend caps
- Comparing cost across provider options
Part of the orchestration flow
Ready to orchestrate?
Installation guide and CLI — coming soon.