Evidaxis

gpt4free

repo
Unassigned (AI-v1 census) · n = 77 · gpt4free
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable — 1 of 3 axes measurable Development velocity: rising vote Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
1 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 77 in cohort
percentile 75 within cohort p25 p50 p75 p0 p100
percentile
p75
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+1.01 within cohort, log-slope +0.057/wk.0+1.01
velocity z
+1.01 σ
slope
+0.057/wk
log-slope +0.057/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: outside the frozen panel; not measured.
cohort
77
systems measured
weekly commits
22.8
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
62.7
percentile p75
commit heatmap, last 26 weeks22.8/wk
weekly commits, 26 weeks26 weeks of commits, peak 76 in a week, 26 active weeks, 410 total.week 1: 1 commitsweek 2: 56 commitsweek 3: 22 commitsweek 4: 3 commitsweek 5: 3 commitsweek 6: 4 commitsweek 7: 5 commitsweek 8: 4 commitsweek 9: 2 commitsweek 10: 2 commitsweek 11: 5 commitsweek 12: 16 commitsweek 13: 5 commitsweek 14: 8 commitsweek 15: 4 commitsweek 16: 37 commitsweek 17: 31 commitsweek 18: 17 commitsweek 19: 1 commitsweek 20: 16 commitsweek 21: 29 commitsweek 22: 4 commitsweek 23: 12 commitsweek 24: 20 commitsweek 25: 76 commitsweek 26: 27 commits
weeks
26
peak/wk
76
active
26
total
410
citations by yearCitation source: not measured.
Daily dependents count (unscored) 2 dependents 2 direct · pypi/gpt4free · deps.dev · the scored m3 axis uses weekly partitions

gpt4free holds an Evidaxis momentum score of 62.7 of 100 on methodology m3, snapshot 2026-09-19, measured within the Unassigned (AI-v1 census) cohort (n = 77). 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 -4.80, regime recent slope sign differs from prior window. prior slope -0.018, recent slope +0.085 per week. -0.018prior 39w+0.085recent 13w-4.80×
swing
-4.80×
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 +0.007 with 95% CI -0.011 to +0.025, 50 degrees of freedom. CI spans zero.0+0.00795% CI -0.011, +0.025-0.011+0.025
sharpe
+0.007
95% ci
-0.011, +0.025
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

gpt4free reconstructed weekly commits50 points, range 1 to 76 commits/wk.
min
1 commits/wk
max
76 commits/wk
latest
28 commits/wk
points
50

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)

gpt4free dependents over time4 points, range 2 to 2 dependents.
min
2 dependents
max
2 dependents
latest
2 dependents
points
4

Downstream packages depending on pypi/gpt4free (deps.dev), captured point-in-time each snapshot. This daily series is unscored. The scored axis in m3 uses weekly partitions.

Measurement states

gpt4free is under weekly measurement. History: 4 weekly observations; minimum 4. Development velocity axis: measured. Citation source: not measured. Direct-dependents axis: outside the frozen panel; not measured. Gate: not computable — 1 of 3 axes measurable

Sources

gpt4free development-velocity axis

Others in Unassigned (AI-v1 census)

Agent-Reach Unassigned (AI-v1 census)
1 of 3 axes measurable
48
p33
vel -0.15 cit no axis deps no axis
axis dials
-0.15 n/a n/a
agent-skills Unassigned (AI-v1 census)
1 of 3 axes measurable
48
p29
vel -0.20 cit no axis deps no axis
axis dials
-0.20 n/a n/a
Agentic-Bug-Hunter Unassigned (AI-v1 census)
1 of 3 axes measurable
39
p12
vel -0.85 cit no axis deps no axis
axis dials
-0.85 n/a n/a
anything-llm Unassigned (AI-v1 census)
1 of 3 axes measurable
54
p55
vel +0.34 cit no axis deps no axis
axis dials
+0.34 n/a n/a
arcbox Unassigned (AI-v1 census)
1 of 3 axes measurable
36
p7
vel -1.10 cit no axis deps no axis
axis dials
-1.10 n/a n/a
caveman Unassigned (AI-v1 census)
1 of 3 axes measurable
73
p86
vel +1.86 cit no axis deps no axis
axis dials
+1.86 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_M1E3ZT6VG3K methodology m3 snapshot fcfd3a7ccdcb period 2026-w38 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m3, never edited by hand. Cite as: “Evidaxis, gpt4free, entity e_M1E3ZT6VG3K, snapshot 2026-w38.”

Durable reference (format-independent): urn:evidaxis:claim:e_M1E3ZT6VG3K:m3:2026-09-19