R1: what the first collection establishes
The original R1 plan, input records and generated results are retained unchanged. This interpretation note was added after the ClusterMAX 3.0 release.
The collection obtained nine eligible histories from 59 rated providers. Some exclusions reflect shallow API windows, failed route discovery or client-rendered pages beyond the collector's implementation. They do not establish that only nine providers publish usable history. The original exclusion ledger records the collection process and includes stronger absence statements that this note does not adopt.
The reported association between the 2.0 medal rank and self-reported major/critical incident counts is rho = +0.6378, with a provider-bootstrap interval [0.00, 0.94] and two-sided permutation p = 0.07525. R1 classified it as inconclusive. Incident reporting, fleet exposure, service scope and severity conventions differ; counts are not a normalized customer failure rate. This is not the incremental customer-job prediction test.
The 3.0 rating concerns managed clusters. Provider-wide status records may include other services. A managed-cluster reliability claim requires service-matched evidence and an exposure denominator. No broad validation or refutation of the medals follows from R1.
Original immutable output · Collection and exclusion log · Prospective submission protocol
Post-hoc sensitivity (not part of the frozen analysis)
Everything below was computed after the frozen R1 run, by reusing scripts/retrospective.py's own functions (spearman, bootstrap_ci, permutation_p) against the same nine eligible primary-release providers and the same major_or_critical_incident_count measure -- without modifying that script or its frozen output. None of this changes the pre-registered reading below; it is reported because it shows the result is fragile, and a reader deciding how much weight to put on "inconclusive" should see exactly how fragile.
(a) The bootstrap lower bound is a seed knife-edge. Under the plan's frozen seed (20260923, 5,000 draws), the 95% provider-bootstrap interval is [0.00, 0.9366] -- the lower bound lands at exactly 0.0, an artifact of a resample that happens to draw a set of providers with zero rank variance sitting right at the 2.5th percentile. Rerunning the identical procedure across 200 other seeds (1 through 200, same 5,000 draws each): the lower bound is exactly 0.0 in 141/200 runs, and in the other 59/200 runs (29.5%) the lower bound is strictly positive, which under R1's own reading rule (interval entirely above 0) flips the classification from inconclusive to inconsistent (higher medals, more reported incidents). The lower bound never exceeds about 0.09 across these 200 seeds. The frozen seed was fixed before collection and was not chosen to produce either reading -- but the reading is not robust to the seed choice.
(b) Exact permutation p over all 9! assignments. With 9 eligible providers, exact enumeration is 9! = 362,880 permutations -- practical to run exhaustively on this cohort. The frozen implementation instead used PERMUTATION_CAP = 20000 random draws whenever n! exceeds that cap (the plan itself allows random draws "if the provider count makes exact enumeration impractical," but 362,880 permutations run in well under a second; the 20,000-assignment threshold in the code, not the actual cost of exact enumeration, is what triggered the random-draw path here). The frozen, random-20000 result is p = 0.07525. The exact p, over the full 362,880 permutations, is 0.0717 (0.07169...) -- close to, and on the same side of conventional thresholds as, the reported figure, but not identical to it. retrospective/results/R1-result.md's "Deviations from the frozen plan: None" is accurate to what the code actually ran; it is not a claim that the random-draw p exactly equals the exact p.
(c) Cirrascale's only counted major/critical incident is a mislabeled maintenance notice. In the primary window, Cirrascale's sole incident counted toward major_or_critical_incident_count is titled "Post-Planned Maintenance Notification -- Cogent Work Order" (started 2026-02-17). It was filed by Cirrascale as an ordinary incident (is_maintenance: false, severity: "major") -- R1's is_maintenance exclusion rule, applied exactly as specified, correctly does not drop it, and this note is not proposing that the frozen result be recomputed with it dropped. As a sensitivity check only: excluding that one incident (Cirrascale's major_or_critical_incident_count 1 -> 0, all eight other providers unchanged) changes rho from 0.6378 to 0.5093 (~0.51), widens the bootstrap interval to [-0.2657, 0.9340] (now straddling zero more asymmetrically), and raises the exact permutation p from 0.0717 to 0.1802 (~0.18).
(d) Leave-one-provider-out rho range. Dropping each of the nine eligible providers in turn and recomputing rho on the remaining eight:
| Provider dropped | rho | exact permutation p |
|---|---|---|
| Nebius | 0.5076 | 0.2286 |
| Scaleway | 0.5622 | 0.1631 |
| Sharon AI | 0.5331 | 0.1774 |
| Akamai | 0.6359 | 0.0988 |
| DigitalOcean | 0.6565 | 0.0810 |
| Hyperstack | 0.6565 | 0.0810 |
| latitude.sh | 0.6565 | 0.0810 |
| Lightning AI | 0.6836 | 0.0690 |
| Cirrascale | 0.7965 | 0.0179 |
The leave-one-out rho ranges from 0.51 (dropping Nebius, the highest-ordinal provider) to 0.80 (dropping Cirrascale, exact p 0.018). No single provider's removal flips the reading from inconclusive to either consistent or inconsistent under the frozen bootstrap rule, but the point estimate itself moves by nearly 0.3 depending on which one provider is left out of a nine-provider cohort.
None of (a)-(d) changes the pre-registered reading above: inconclusive. Taken together, though, they show that reading sits on a small, sensitive base -- a different (still legitimate, still pre-specifiable) seed, exact instead of capped-random permutation enumeration, one relabeled incident, or the removal of any single one of nine providers each move the numbers by enough to matter. Treat "inconclusive" as a genuinely unstable read of thin data, not as a near-miss that a slightly different but equally reasonable procedure would have called otherwise.