PR-level cost regression detection. Where cost-counterfactual compares
to HYPOTHETICAL baselines (always-haiku/sonnet/opus) and cost-burn
compares latest bucket to PRIOR MEAN, cost-diff compares two SPECIFIC
known-good snapshots.
| Question |
Skill |
| "What would we have spent at always-X?" |
cost-counterfactual |
| "Is daily burn accelerating vs prior mean?" |
cost-burn |
| "Did THIS PR add spend vs main?" |
cost-diff ← this |
Algorithm
Implementation: scripts/diff.mjs. Consumes the
stable JSON contract from cost summary --format json.
- Load
--baseline and --current JSON snapshots.
- Sanity check: both must have
total_cost_usd + sessionCount (cost-summary shape).
- Per-key delta:
byTier (haiku/sonnet/opus) and byModel (each model).
- Each entry tagged
added / removed / changed based on
baseline / current zero-ness.
- Sort table by
|delta| descending so the biggest movers are at the top.
--alert-on-pct N: exit 1 when total_pct > N.
--alert-on-usd N: exit 1 when total_delta_usd > N.
Both can be set; first to trigger wins.
PR-gate workflow
# Capture baseline (e.g. on main, via the cost-tracker-smoke CI workflow)
cost summary --format json > baseline.json
# On the PR branch, capture current state
cost summary --format json > current.json
# Compare; fail the PR if total spend grew >10% OR >$5
cost diff --baseline baseline.json --current current.json \
--alert-on-pct 10 --alert-on-usd 5.00
The combination of both flags catches:
- Percent-only fires: a small absolute change but a meaningful shift
(e.g. doubling from $0.10 to $0.20 hits +100% but only +$0.10).
- USD-only fires: a large absolute change with a small percent
(e.g. growing from $100 to $110 is only +10% but +$10).
Either signal can fail the PR independently — they're OR'd.
--alert-on-class-pct (iter 86)
The two USD-level thresholds above miss a regression class: when ONE
token type grows disproportionately even though total spend grows
modestly. Example: a PR introduces a verbose context-cache pattern,
total spend grows only 10% (under --alert-on-pct 50), but cache_write
tokens grow 900%. The iter-82 driver hides inside the USD signal.
--alert-on-class-pct cache_write:50 exits 1 when cache_write tokens
grow more than 50% baseline → current. Multiple classes can be checked
in one flag (comma-separated):
cost diff --baseline baseline.json --current current.json \
--alert-on-class-pct cache_write:50,output:25
First class to breach wins. Valid classes: input | output | cache_write | cache_read.
Recommended PR-gate triad:
cost diff --baseline ... --current ... \
--alert-on-pct 25 \
--alert-on-usd 5.00 \
--alert-on-class-pct cache_write:100
Three orthogonal signals — pct (total grew), usd (large absolute
jump), class-pct (composition shifted). Each catches what the others
miss; AND-of-OR semantics means any one firing fails the PR.
Smoke transcript (synthetic baseline + current)
| Total spend | $1.000000 | $1.500000 | +$0.500000 | 50.00% |
| Sessions | 10 | 13 | +3 | 30.00% |
## By tier
| opus | $0 | $0.60 | +$0.600000 | new | added |
| sonnet | $0.70 | $0.50 | -$0.200000 | -28.57% | changed |
| haiku | $0.30 | $0.40 | +$0.100000 | 33.33% | changed |
Notice the table is sorted by absolute delta, not alphabetically —
the biggest mover (opus newly added) bubbles to the top. Operators
reading top-down see "what mattered" first.
Exit codes
| Exit |
Meaning |
| 0 |
No alert, OR no thresholds set |
| 1 |
--alert-on-pct or --alert-on-usd threshold exceeded |
| 2 |
Config error (missing files, invalid JSON, malformed snapshot) |
Status column
| Status |
Meaning |
added |
This tier/model was $0 in baseline, >$0 in current |
removed |
This tier/model was >$0 in baseline, $0 in current |
changed |
Both baseline and current >$0; delta is the difference |
Entries with baseline === 0 && current === 0 are dropped (nothing to
report).
Composition with cost-summary
cost-diff is the SECOND HALF of a contract that cost-summary started:
the stable JSON shape from cost summary --format json. Both pieces
have been frozen — adding fields to summary is fine; renaming or
removing isn't.
If you're consuming snapshots elsewhere (dashboards, alerting), the
same shape works — cost-diff is just one consumer.