Evidaxis

As of 2026-09-26: Diffusers (Media Generation) is under weekly measurement. Axis coverage: 2 of 3 axes measurable. Gate: not computable — reference measurement

Diffusers

repo reference measurement
Media Generation · n = 15 · huggingface/diffusers
2 of 3 axes measurable · conf medium
convergence gate
Convergence gate: Gate: not computable — reference measurement Development velocity: rising vote Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): measured ×
gate
1 of 3 axes

Gate: not computable — reference measurement

Gate: not computable — reference measurement
position in cohort distribution one of 15 in cohort
percentile 71 within cohort p25 p50 p75 p0 p100
percentile
p71
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+2.58 within cohort, log-slope +0.002/wk.0+2.58
velocity z
+2.58 σ
slope
+0.002/wk
log-slope +0.002/wk
citation z Citation source: not measured.
direct-dependents z
direct-dependents z gaugedirect-dependents z-0.67 within cohort, log-slope +0.009/point.0-0.67
direct-dependents z
-0.67 σ
slope
+0.009/point
Direct-dependents axis: measured.
cohort
15
systems measured
weekly commits
23.8
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
61.9
percentile p71
commit heatmap, last 26 weeks23.8/wk
weekly commits, 26 weeks26 weeks of commits, peak 48 in a week, 26 active weeks, 574 total.week 1: 20 commitsweek 2: 21 commitsweek 3: 27 commitsweek 4: 12 commitsweek 5: 14 commitsweek 6: 19 commitsweek 7: 26 commitsweek 8: 18 commitsweek 9: 15 commitsweek 10: 30 commitsweek 11: 28 commitsweek 12: 25 commitsweek 13: 16 commitsweek 14: 17 commitsweek 15: 17 commitsweek 16: 30 commitsweek 17: 27 commitsweek 18: 29 commitsweek 19: 22 commitsweek 20: 25 commitsweek 21: 28 commitsweek 22: 48 commitsweek 23: 22 commitsweek 24: 8 commitsweek 25: 14 commitsweek 26: 16 commits
weeks
26
peak/wk
48
active
26
total
574
citations by yearCitation source: not measured.
Daily dependents count (unscored) 389 dependents 325 direct, 66 indirect · pypi/diffusers · deps.dev · the scored m3 axis uses weekly partitions

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 -3.17, regime recent slope sign differs from prior window. prior slope +0.010, recent slope -0.031 per week. +0.010prior 39w-0.031recent 13w-3.17×
swing
-3.17×
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 +0.017 with 95% CI -0.004 to +0.038, 50 degrees of freedom. CI spans zero.0+0.01795% CI -0.004, +0.038-0.004+0.038
sharpe
+0.017
95% ci
-0.004, +0.038
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

Reconstructed history

Diffusers reconstructed weekly commits52 points, range 1 to 55 commits/wk.
min
1 commits/wk
max
55 commits/wk
latest
1 commits/wk
points
52

Weekly commits over the past year, reconstructed from git history (GitHub commit_activity). This is reconstructed, not a point-in-time capture. Evidaxis captures the Type-2 signals (watchers, issues, dependents) live and never backfills them; those are the moat.

Daily dependents count (unscored)

Diffusers dependents over time13 points, range 386 to 433 dependents.
min
386 dependents
max
433 dependents
latest
389 dependents
points
13

Downstream packages depending on pypi/diffusers (deps.dev), captured point-in-time each snapshot. This daily series is unscored. The scored axis in m3 uses weekly partitions.

Measurement states

Diffusers is under weekly measurement. History: 13 weekly observations; minimum 4. Development velocity axis: measured. Citation source: not measured. Direct-dependents axis: measured. Gate: not computable — reference measurement

Sources

huggingface/diffusers development-velocity axis

Others in Media Generation

ACE-Step Media Generation
1 of 3 axes measurable
52
p50
vel +0.16 cit no axis deps no axis
axis dials
+0.16 n/a n/a
ComfyUI Media Generation
1 of 3 axes measurable
84
p79
vel +2.69 cit no axis deps no axis
axis dials
+2.69 n/a n/a
Fish Speech Media Generation
1 of 3 axes measurable
11
p0
vel -3.14 cit no axis deps no axis
axis dials
-3.14 n/a n/a
FLUX.1 Media Generation
1 of 3 axes measurable
49
p14
vel -0.11 cit no axis deps no axis
axis dials
-0.11 n/a n/a
HunyuanVideo Media Generation
1 of 3 axes measurable
59
p64
vel +0.68 cit no axis deps no axis
axis dials
+0.68 n/a n/a
Kokoro-82M Media Generation
2 of 3 axes measurable
50
p29
vel +0.06 cit no axis deps +0.00
axis dials
+0.06 n/a +0.00

Full Media Generation cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: measured.

Coverage state
scored
Cohort z
-0.67
OLS slope
+0.009
Theil-Sen slope
+0.009
Latest direct dependents
377
Confirmed-clean points
23
Reconstructed history points
15
As-of partition
2026-09-07
Fragility veto
inactive
Rising vote
no

This axis measures the frozen-panel trajectory of the package set selected and linkage-verified as of 2026-07-21. Systems outside that panel are not measured on this axis. Residual survivorship beyond the frozen universe is disclosed, not denied.

The earliest weekly points of each series were read from deps.dev's BigQuery history on 2026-07-21; later points are weekly captures. Each record reports how many of its points are reconstructed history.

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

Axis definition · Snapshot axis correlations

Cite this measurement

Plain citation

Evidaxis. Diffusers measurement record. Snapshot 2026-09-26. https://evidaxis.org/e/e_9VRK70WNP96/ Concept DOI: 10.5281/zenodo.21076011.

BibTeX

@dataset{evidaxis_e_9VRK70WNP96_20260926,
  title = {Diffusers measurement record},
  publisher = {Evidaxis},
  year = {2026},
  url = {https://evidaxis.org/e/e_9VRK70WNP96/},
  doi = {10.5281/zenodo.21076011}
}

Download record (JSON)

entity_id e_9VRK70WNP96 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, Diffusers, entity e_9VRK70WNP96, snapshot 2026-w39.”

Durable reference (format-independent): urn:evidaxis:claim:e_9VRK70WNP96:m3:2026-09-26