Evidaxis

DataDesigner

repo
Unassigned (AI-v1 census) · n = 5778 · NVIDIA-NeMo/DataDesigner
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable — history 1 of 4 weekly observations Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 of 3 axes

Gate: not computable — history 1 of 4 weekly observations

Gate: not computable — history 1 of 4 weekly observations
position in cohort distribution one of 5778 in cohort
percentile 5 within cohort p25 p50 p75 p0 p100
percentile
p5
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-3.01 within cohort, log-slope -0.051/wk.0-3.01
velocity z
-3.01 σ
slope
-0.051/wk
log-slope -0.051/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: outside the frozen panel; not measured.
cohort
5778
systems measured
weekly commits
6.8
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
12.4
percentile p5
commit heatmap, last 26 weeks6.8/wk
weekly commits, 26 weeks26 weeks of commits, peak 21 in a week, 26 active weeks, 258 total.week 1: 15 commitsweek 2: 15 commitsweek 3: 17 commitsweek 4: 9 commitsweek 5: 11 commitsweek 6: 18 commitsweek 7: 16 commitsweek 8: 21 commitsweek 9: 12 commitsweek 10: 12 commitsweek 11: 6 commitsweek 12: 3 commitsweek 13: 9 commitsweek 14: 12 commitsweek 15: 17 commitsweek 16: 15 commitsweek 17: 2 commitsweek 18: 4 commitsweek 19: 9 commitsweek 20: 3 commitsweek 21: 3 commitsweek 22: 3 commitsweek 23: 6 commitsweek 24: 6 commitsweek 25: 2 commitsweek 26: 12 commits
weeks
26
peak/wk
21
active
26
total
258
citations by yearCitation source: not measured.

DataDesigner holds an Evidaxis momentum score of 12.4 of 100 on methodology m3, snapshot 2026-09-26, measured within the Unassigned (AI-v1 census) cohort (n = 5778). Axis coverage: 1 of 3 axes measurable. Gate: not computable — history 1 of 4 weekly observations

Derived signals

second-order reads, computed from the published series

Three signals ship when the commit series is statistically sufficient; the rest are held in a reserved state until the data supports them. A reserved signal shows its reason, never a fabricated number. How these are computed.

recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -2.12, regime recent slope sign differs from prior window. prior slope +0.029, recent slope -0.061 per week. +0.029prior 39w-0.061recent 13w-2.12×
swing
-2.12×
regime
recent slope sign differs from prior window
windows
13w vs 39w
snapshot 1 of 1 · · m3
commit-axis Sharpe log-linear slope over residual std, value +0.003 with 95% CI -0.025 to +0.031, 50 degrees of freedom. CI spans zero.0+0.00395% CI -0.025, +0.031-0.025+0.031
sharpe
+0.003
95% ci
-0.025, +0.031
dof
50
snapshot 1 of 1 · · m3
commit changepoint52 weekly commit points. No significant changepoint detected (|delta slope| within the noise floor).no significant changepoint
changepoint
none detected
snapshot 1 of 1 · · m3
code-leads-citation lag reserved

reserved: citation series too short / axis absent for cross-correlation

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
axis alpha vs cohort reserved

reserved: cohort N too small for regression (power ~0)

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m3
methodology gate snapshot 1 of 1 · · m3
commit weeks
52
citation years
0
shipped
3
reserved
3

shipped

  • recency-swing
  • commit-sharpe
  • commit-changepoint

reserved

  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 1 of 1 · · m3

Measurement states

DataDesigner is under weekly measurement. History: 1 of 4 weekly observations. Development velocity axis: measured. Citation source: not measured. Direct-dependents axis: outside the frozen panel; not measured. Gate: not computable — history 1 of 4 weekly observations

Sources

NVIDIA-NeMo/DataDesigner development-velocity axis

Others in Unassigned (AI-v1 census)

0xDeCA10B Unassigned (AI-v1 census)
1 of 3 axes measurable
51
p64
vel +0.05 cit no axis deps no axis
axis dials
+0.05 n/a n/a
10x Unassigned (AI-v1 census)
1 of 3 axes measurable
50
p49
vel +0.01 cit no axis deps no axis
axis dials
+0.01 n/a n/a
1Cat-vLLM Unassigned (AI-v1 census)
1 of 3 axes measurable
88
p96
vel +3.02 cit no axis deps no axis
axis dials
+3.02 n/a n/a
3D-convolutional-speaker-recognition Unassigned (AI-v1 census)
1 of 3 axes measurable
51
p59
vel +0.04 cit no axis deps no axis
axis dials
+0.04 n/a n/a
3D-ResNets-PyTorch Unassigned (AI-v1 census)
1 of 3 axes measurable
50
p39
vel -0.03 cit no axis deps no axis
axis dials
-0.03 n/a n/a
3DDFA Unassigned (AI-v1 census)
1 of 3 axes measurable
50
p39
vel -0.03 cit no axis deps no axis
axis dials
-0.03 n/a n/a

Full Unassigned (AI-v1 census) cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: outside the frozen panel; not measured.

Coverage state
out_of_panel
Cohort z
no axis
OLS slope
n/a
Theil-Sen slope
n/a
Latest direct dependents
n/a
Confirmed-clean points
n/a
Reconstructed history points
n/a
As-of partition
n/a
Fragility veto
n/a
Rising vote
no

Source: deps.dev (Google), CC-BY 4.0. Modified: aggregated to system-level counts and momentum scores.

Axis definition · Snapshot axis correlations

entity_id e_07GNA2665Y7 methodology m3 snapshot 9d2fe956adbc period 2026-w39 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m3, never edited by hand. Cite as: “Evidaxis, DataDesigner, entity e_07GNA2665Y7, snapshot 2026-w39.”

Durable reference (format-independent): urn:evidaxis:claim:e_07GNA2665Y7:m3:2026-09-26