Codex token savings
Keep Codex in charge of reasoning while tokenpatch handles bounded patch execution and reports cost per applied change.
Read use caseUse cases
Reduce AI coding cost where developers already work.
tokenpatch is built for coding agents and editor workflows, not generic chat routing. The strong model keeps planning and judgment control; tokenpatch handles bounded implementation patches and reports whether the saved tokens produced an applied change.
Claude Code cost savings
Use Claude for planning and review, then route narrow implementation work to DeepSeek V4 Pro through tokenpatch.
Read use caseCursor DeepSeek executor
Use Cursor as the coding environment and tokenpatch as a low-cost executor layer for file-scoped tasks.
Read use caseBest tasks for tokenpatch
Documentation edits, test additions, small route changes, UI copy, bounded refactors, and bug fixes where the target files are known.
Tasks to keep on the strong model
Architecture decisions, unclear product requirements, multi-system security changes, and work that cannot be constrained by allowed files.
Why this ranks differently
Generic model routers optimize requests. tokenpatch optimizes the developer task: patch boundary, applied change, recovery point, and savings report.