Evidaxis

CrewAI

repo
Agent Frameworks · n = 17 · crewAIInc/crewAI
2 of 3 axes measurable · conf medium
convergence gate
Convergence gate: Gate: computed weekly across the cohort; no convergence event this week Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): measured ×
gate
0 of 3 axes

Gate: computed weekly across the cohort; no convergence event this week

Gate: computed weekly across the cohort; no convergence event this week
position in cohort distribution one of 17 in cohort
percentile 50 within cohort p25 p50 p75 p0 p100
percentile
p50
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+0.07 within cohort, log-slope +0.016/wk.0+0.07
velocity z
+0.07 σ
slope
+0.016/wk
log-slope +0.016/wk
citation z Citation source: not measured.
direct-dependents z
direct-dependents z gaugedirect-dependents z+0.51 within cohort, log-slope +0.031/point.0+0.51
direct-dependents z
+0.51 σ
slope
+0.031/point
Direct-dependents axis: measured.
cohort
17
systems measured
weekly commits
33.3
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
53.6
percentile p50
commit heatmap, last 26 weeks33.3/wk
weekly commits, 26 weeks26 weeks of commits, peak 66 in a week, 26 active weeks, 759 total.week 1: 16 commitsweek 2: 26 commitsweek 3: 23 commitsweek 4: 32 commitsweek 5: 37 commitsweek 6: 32 commitsweek 7: 40 commitsweek 8: 21 commitsweek 9: 19 commitsweek 10: 22 commitsweek 11: 11 commitsweek 12: 28 commitsweek 13: 32 commitsweek 14: 20 commitsweek 15: 22 commitsweek 16: 26 commitsweek 17: 28 commitsweek 18: 33 commitsweek 19: 37 commitsweek 20: 12 commitsweek 21: 16 commitsweek 22: 27 commitsweek 23: 34 commitsweek 24: 60 commitsweek 25: 66 commitsweek 26: 39 commits
weeks
26
peak/wk
66
active
26
total
759
citations by yearCitation source: not measured.
Daily dependents count (unscored) 374 dependents 354 direct, 24 indirect · pypi/crewai · deps.dev · the scored m5 axis uses weekly partitions

CrewAI holds an Evidaxis momentum score of 53.6 of 100 on methodology m5, snapshot 2026-11-07, measured within the Agent Frameworks cohort (n = 17). Axis coverage: 2 of 3 axes measurable. Gate: computed weekly across the cohort; no convergence event this week

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 +1.92, regime accelerating. prior slope +0.034, recent slope +0.065 per week. +0.034prior 39w+0.065recent 13w+1.92×
swing
+1.92×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value +0.041 with 95% CI +0.013 to +0.070, 50 degrees of freedom. CI excludes zero.0+0.04195% CI +0.013, +0.070+0.013+0.070
sharpe
+0.041
95% ci
+0.013, +0.070
dof
50
snapshot 1 of 1 · · m5
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 · · m5
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m5
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m5
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m5
methodology gate snapshot 1 of 1 · · m5
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 · · m5

Reconstructed history

CrewAI reconstructed weekly commits51 points, range 2 to 64 commits/wk.
min
2 commits/wk
max
64 commits/wk
latest
37 commits/wk
points
51

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)

CrewAI dependents over time19 points, range 268 to 374 dependents.
min
268 dependents
max
374 dependents
latest
374 dependents
points
19

Downstream packages depending on pypi/crewai (deps.dev), captured point-in-time each snapshot. This daily series is unscored. The scored axis in m5 uses weekly partitions.

Measurement states

CrewAI is under weekly measurement. History: 19 weekly observations; minimum 4. Development velocity axis: measured. Citation source: not measured. Direct-dependents axis: measured. Gate: computed weekly across the cohort; no convergence event this week

Sources

crewAIInc/crewAI development-velocity axis
crewai.com homepage

Others in Agent Frameworks

AgentScope Agent Frameworks
2 of 3 axes measurable
65
p81
vel +1.46 cit no axis deps +0.86
axis dials
+1.46 n/a +0.86
Agno Agent Frameworks
2 of 3 axes measurable
42
p19
vel -0.64 cit no axis deps -0.67
axis dials
-0.64 n/a -0.67
AutoGen Agent Frameworks
2 of 3 axes measurable
44
p25
vel -0.18 cit no axis deps -0.79
axis dials
-0.18 n/a -0.79
CAMEL Agent Frameworks
3 of 3 axes measurable
35
p6
vel -3.05 cit -0.67 deps +0.15
axis dials
-3.05 -0.67 +0.15
DSPy Agent Frameworks
2 of 3 axes measurable
54
p56
vel +1.28 cit no axis deps -0.68
axis dials
+1.28 n/a -0.68
Google ADK Agent Frameworks
2 of 3 axes measurable
55
p69
vel +0.84 cit no axis deps +0.00
axis dials
+0.84 n/a +0.00

Full Agent Frameworks cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: measured.

Coverage state
scored
Cohort z
+0.51
OLS slope
+0.031
Theil-Sen slope
+0.029
Latest direct dependents
369
Confirmed-clean points
29
Reconstructed history points
15
As-of partition
2026-10-19
Fragility veto
inactive
Rising vote
no

This axis measures the trajectory of a system's own packages: declared in its own tree, published under that name, and not attributed by deps.dev to another repository. A package with no repository link is unverified and stays. The self-name exclusion list is fixed at the v2h.1 panel. Systems with no admitted package are not measured on this axis. Points that cannot be derived exactly are withheld, and the series restarts after a withheld point.

The earliest weekly points of each series were read from deps.dev's BigQuery history on 2026-07-21; later points are weekly captures. m5 does not replay those partitions: each point is the stored system total, one package's unique_direct, or a complete sketch union, and a point that is not exact is withheld. 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

entity_id e_SV60T2QMXGE methodology m5 snapshot 868e3c39d9c7 period 2026-w45 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m5, never edited by hand. Cite as: “Evidaxis, CrewAI, entity e_SV60T2QMXGE, snapshot 2026-w45.”

Durable reference (format-independent): urn:evidaxis:claim:e_SV60T2QMXGE:m5:2026-11-07