Frozen self-use evidence
One local, closed, repository-scoped cohort. Aggregate runtime counters only. This route does not publish session, path, host, model, provider, prompt, tool-result, or credential data.
Observed
Actual codec counters, separate from economic modelling.
Frozen local Laconic-repository cohort only. Not representative of other users, repositories, hosts, or workloads. Inspect the evidence.
Observed
Percentages below are derived at render time from the integer counters in the canonical public JSON.
| Eligible observations | 5,967 |
|---|---|
| Emitted transforms | 1,225 |
| Pass-through decisions | 4,742 |
| Raw characters | 23,914,138 |
| Visible characters | 17,013,441 |
| Avoided characters | 6,900,697 |
| Full expansions | 57 |
| Ranged expansions | 60 |
| Derived boundary reduction | 28.86% |
| Derived emission rate | 20.53% |
modelled_not_measured
A single-arm estimate under explicit token-density and cache-reread assumptions. It is not measured or billed savings.
modelled_not_measured
3.87–8.69% of the named modelled denominator
Single-arm model with no counterfactual. Not measured, billed, token, cache, or behavior savings.
Integrity
Every page carries the canonical public JSON digest. Private source identities remain in the sealed, untracked local manifest.
| Snapshot | laconic-development-20260916T190124Z |
|---|---|
| Inclusive start | 2026-09-06T07:53:09Z |
| Exclusive end | 2026-09-16T19:01:24Z |
| Laconic version | 0.12.0 |
| Generator version | m23-pages-v1 |
| Generator commit | 05fcea7298224de80d2119fdd7a5a6093f7e2798 |
| Manifest SHA-256 | 27fd80b960a1aaa582f3808ee5a65cc8df6e8c4c1a99eeded156297ad30b75bb |
| Source inventory SHA-256 | 2f62746b11b1ba9a81bb778e69ba667b3a94b8a5bd9ef8ad814f2841eb813b75 |
| Canonical public JSON SHA-256 | 040af507d26496469914d581cd7e11c58f25ee068e7cd02e68e54289664930ee |
Required limitations
The ordered list below comes from the canonical public snapshot. It is not hidden behind interaction.
observed_characters_are_not_tokens_or_dollarsCharacter reduction is an observed tool-boundary effect, not a token or dollar count.single_arm_cohort_has_no_counterfactualThis self-use cohort has no untreated or disabled-Laconic counterfactual.modelled_avoided_cost_is_not_measured_savingsAvoided cost is modelled from assumptions; it is not measured or billed savings.token_density_and_cache_rereads_are_unmeasured_assumptionsToken density and cache rereads are explicit model inputs, not observed effects.host_reported_cost_covers_only_hosts_that_report_oneHost-reported cost covers only sessions whose host records a cost.fallback_pricing_withholds_dollars_above_25_percentDollar ranges are withheld when fallback-priced cost exceeds 25 percent.local_laconic_repository_cohort_is_not_generalizableThis local Laconic-repository cohort does not represent other users or workloads.Read definitions, equations, privacy boundaries, and reproduction commands.