CYCLOPS LABSDOCS / CALIBRATIONFILE Nº D8

Does the score
hold up?

Every launch Cyclops scored before its outcome was known, grouped by score, against how it actually ended. Published as it stands, including where it falls short.

BY SCORE

Higher score,
worse ending?

JUDGED LAUNCHES44

Scored before the outcome, outcome now known, since 29 October 2026.

ENDED BADLY · ALL0%

The base rate: the dashed line below.

PENDING44

Scored, outcome not known yet. Not counted.

all launches 0%

Hover or focus a bar. Across all judged launches, 0% ended badly (dashed line).

Show the numbers as a table
ScoreJudgedEnded badlyRate95% interval
0–9800%0%–32%
10–191100%0.0%–26%
20–292200%0.0%–15%
30–39300%0%–56%
40–4900——
50–5900——
60–6900——
70–7900——
80–8900——
90–10000——

A score is not a probability, so there is no diagonal to match. What a useful score shows is bars that rise from left to right, with low deciles under the dashed base rate and high ones above it. Wide whiskers mean few launches; read them as uncertain.

BY BAND
BandJudgedEnded badlyRate95% interval
Low 0–191900%0%–17%
Moderate 20–392500%0%–13%
Risky 40–6400——
High 65–10000——

Each launch counts once, with the first score Cyclops gave it, and only when that score was taken before the outcome was recorded. "Ended badly" = collapsed (-90% from peak) or creator sold out (-80% while the creator sold). Intervals are 95% Wilson intervals.

FIRST-TIME VS REPEAT CREATORS

Who gets
flagged?

A first-time creator has no history for the score to read, and a repeat creator’s past launches are scoring inputs. This checks whether that tilts the score against one group: how often launches that did not end badly were still scored at or above each threshold (false positives), and how many that did end badly were caught.

SCORE 65+ · HIGH
CreatorsJudgedFlaggedFalse positivesFalse-positive rate (95%)Caught
First-time40000% 0%–8.8%0 of 0 —
Repeat4000% 0%–49%0 of 0 —
SCORE 40+ · RISKY OR HIGH
CreatorsJudgedFlaggedFalse positivesFalse-positive rate (95%)Caught
First-time40000% 0%–8.8%0 of 0 —
Repeat4000% 0%–49%0 of 0 —

A false positive is a launch scored at or above the threshold that did not end badly (still trading or no trades in three days). The rate is false positives over all launches that did not end badly, per group. First-time creators launched for the first time in the indexed Torch history; repeat creators had launched before. Creator history is itself a scoring input (devhistory, devrugs, serial), so a gap between the groups is expected and is shown, not hidden.