Shared tokencheat report
Heuristic scoring — not financial advice.
Context efficiency score
85
Est. monthly savings (combined heuristics): $6
Findings
Caching coverage is 78% — reasonable.
Keep system prompts stable; avoid one-off prompt edits that bust cache.
Context footprint looks manageable.
Trim redundant examples; prefer smaller retrieval over stuffing everything in prompt.
MCP / tool volume is moderate.
Keep tool schemas tight; avoid returning full blobs when a digest suffices.
Model choice matches typical coding workloads.
Use a tiered model policy: router for simple edits, premium model for refactors.
System prompt size is reasonable.
Keep documenting changes in git, not in the prompt.
Structured retrieval active — agents read symbols, not entire files.
Keep jCodeMunch or equivalent indexed; re-index after large refactors.
Stay in the loop
Get the '100 AI Coding Configs Analyzed' report
One email when our benchmark report drops — plus occasional context-efficiency findings. No spam.
No card, no spam. Your address is stored for the waitlist and nothing else — see the privacy policy.