Evidaxis

gpt4all

repo
Unassigned (AI-v1 census) · n = 6141 · nomic-ai/gpt4all
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable — 1 of 3 axes measurable Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 of 3 axes

Gate: not computable — 1 of 3 axes measurable

Gate: not computable — 1 of 3 axes measurable
position in cohort distribution one of 6141 in cohort
percentile 37 within cohort p25 p50 p75 p0 p100
percentile
p37
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-0.00 within cohort, log-slope +0.000/wk.0-0.00
velocity z
-0.00 σ
slope
+0.000/wk
log-slope +0.000/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: no admitted own package; not measured.
cohort
6141
systems measured
weekly commits
0
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
50.0
percentile p37
commit heatmap, last 26 weeks0/wk
weekly commits, 26 weeks26 weeks of commits, peak 0 in a week, 0 active weeks, 0 total.week 1: 0 commitsweek 2: 0 commitsweek 3: 0 commitsweek 4: 0 commitsweek 5: 0 commitsweek 6: 0 commitsweek 7: 0 commitsweek 8: 0 commitsweek 9: 0 commitsweek 10: 0 commitsweek 11: 0 commitsweek 12: 0 commitsweek 13: 0 commitsweek 14: 0 commitsweek 15: 0 commitsweek 16: 0 commitsweek 17: 0 commitsweek 18: 0 commitsweek 19: 0 commitsweek 20: 0 commitsweek 21: 0 commitsweek 22: 0 commitsweek 23: 0 commitsweek 24: 0 commitsweek 25: 0 commitsweek 26: 0 commits
weeks
26
peak/wk
0
active
0
total
0
citations by yearCitation source: not measured.
Daily dependents count (unscored) 42 dependents 33 direct, 9 indirect · pypi/gpt4all · deps.dev · the scored m4 axis uses weekly partitions

gpt4all holds an Evidaxis momentum score of 50.0 of 100 on methodology m4, snapshot 2026-10-10, measured within the Unassigned (AI-v1 census) cohort (n = 6141). Axis coverage: 1 of 3 axes measurable. Gate: not computable — 1 of 3 axes measurable

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 +0.00, regime flat. prior slope +0.000, recent slope +0.000 per week. +0.000prior 39w+0.000recent 13w+0.00×
swing
+0.00×
regime
flat
windows
13w vs 39w
snapshot 1 of 1 · · m4
commit Sharpereserved: <26 non-zero commit weeks
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 · · m4
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m4
methodology gate snapshot 1 of 1 · · m4
commit weeks
52
citation years
0
shipped
2
reserved
4

shipped

  • recency-swing
  • commit-changepoint

reserved

  • commit-sharpe
  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 1 of 1 · · m4

Daily dependents count (unscored)

gpt4all dependents over time8 points, range 41 to 44 dependents.
min
41 dependents
max
44 dependents
latest
41 dependents
points
8

Downstream packages depending on pypi/gpt4all (deps.dev), captured point-in-time each snapshot. This daily series is unscored. The scored axis in m4 uses weekly partitions.

Measurement states

gpt4all is under weekly measurement. History: 8 weekly observations; minimum 4. Development velocity axis: measured. Citation source: not measured. Direct-dependents axis: no admitted own package; not measured. Gate: not computable — 1 of 3 axes measurable

Sources

nomic-ai/gpt4all development-velocity axis

Others in Unassigned (AI-v1 census)

0xDeCA10B Unassigned (AI-v1 census)
1 of 3 axes measurable
50
p66
vel +0.00 cit no axis deps no axis
axis dials
+0.00 n/a n/a
100-Days-Of-ML-Code Unassigned (AI-v1 census)
1 of 3 axes measurable
78
p87
vel +2.27 cit no axis deps no axis
axis dials
+2.27 n/a n/a
10x Unassigned (AI-v1 census)
1 of 3 axes measurable
50
p52
vel +0.00 cit no axis deps no axis
axis dials
+0.00 n/a n/a
1Cat-vLLM Unassigned (AI-v1 census)
1 of 3 axes measurable
88
p91
vel +3.00 cit no axis deps no axis
axis dials
+3.00 n/a n/a
3D-convolutional-speaker-recognition Unassigned (AI-v1 census)
1 of 3 axes measurable
50
p61
vel +0.00 cit no axis deps no axis
axis dials
+0.00 n/a n/a
3D-ResNets-PyTorch Unassigned (AI-v1 census)
1 of 3 axes measurable
50
p43
vel -0.00 cit no axis deps no axis
axis dials
-0.00 n/a n/a

Full Unassigned (AI-v1 census) cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: no admitted own package; 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_E2WEN8QV5Q5 methodology m4 snapshot ad5e404d4f82 period 2026-w41 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m4, never edited by hand. Cite as: “Evidaxis, gpt4all, entity e_E2WEN8QV5Q5, snapshot 2026-w41.”

Durable reference (format-independent): urn:evidaxis:claim:e_E2WEN8QV5Q5:m4:2026-10-10