Evidaxis

SWE-agent

repo
Coding Agents · n = 20 · SWE-agent/SWE-agent
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 20 in cohort
percentile 58 within cohort p25 p50 p75 p0 p100
percentile
p58
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+0.18 within cohort, log-slope -0.003/wk.0+0.18
velocity z
+0.18 σ
slope
-0.003/wk
log-slope -0.003/wk
citation z Citation axis: insufficient source coverage (source returned too few observations).
direct-dependents z Direct-dependents axis: minimum of 14 clean points and 5 latest dependents not met.
cohort
20
systems measured
weekly commits
0.5
Development velocity axis: measured.
total citations
n/a
Citation axis: insufficient source coverage (source returned too few observations).
momentum
52.3
percentile p58
commit heatmap, last 26 weeks0.5/wk
weekly commits, 26 weeks26 weeks of commits, peak 8 in a week, 6 active weeks, 24 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: 6 commitsweek 11: 3 commitsweek 12: 1 commitsweek 13: 0 commitsweek 14: 8 commitsweek 15: 4 commitsweek 16: 2 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
8
active
6
total
24
citations by yearCitation axis: insufficient source coverage (source returned too few observations).
Daily dependents count (unscored) 0 dependents 0 direct · pypi/sweagent · deps.dev · the scored m3 axis uses weekly partitions

SWE-agent holds an Evidaxis momentum score of 52.3 of 100 on methodology m3, snapshot 2026-09-26, measured within the Coding Agents cohort (n = 20). 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 -10.77, regime recent slope sign differs from prior window. prior slope +0.013, recent slope -0.141 per week. +0.013prior 39w-0.141recent 13w-10.77×
swing
-10.77×
regime
recent slope sign differs from prior window
windows
13w vs 39w
snapshot 1 of 1 · · m3
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 · · 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
3
shipped
2
reserved
4

shipped

  • recency-swing
  • commit-changepoint

reserved

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

Reconstructed history

SWE-agent reconstructed weekly commits18 points, range 1 to 9 commits/wk.
min
1 commits/wk
max
9 commits/wk
latest
2 commits/wk
points
18

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)

SWE-agent dependents over time13 points, range 0 to 0 dependents.
min
0 dependents
max
0 dependents
latest
0 dependents
points
13

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

Measurement states

SWE-agent is under weekly measurement. History: 12 weekly observations; minimum 4. Development velocity axis: measured. Citation axis: insufficient source coverage (source returned too few observations). Direct-dependents axis: minimum of 14 clean points and 5 latest dependents not met. Gate: not computable — 1 of 3 axes measurable

Sources

SWE-agent/SWE-agent development-velocity axis
OpenAlex paper citation-momentum axis
swe-agent.com homepage

Others in Coding Agents

Agentless Coding Agents
1 of 3 axes measurable
38
p11
vel -0.97 cit no axis deps no axis
axis dials
-0.97 n/a n/a
Aider Coding Agents
2 of 3 axes measurable
44
p16
vel -0.52 cit no axis deps -0.37
axis dials
-0.52 n/a -0.37
ChatDev Coding Agents
1 of 3 axes measurable
35
p0
vel -1.17 cit no axis deps no axis
axis dials
-1.17 n/a n/a
Cline Coding Agents
2 of 3 axes measurable
54
p63
vel +1.30 cit no axis deps -0.70
axis dials
+1.30 n/a -0.70
Codex CLI Coding Agents
1 of 3 axes measurable
73
p95
vel +1.87 cit no axis deps no axis
axis dials
+1.87 n/a n/a
Continue Coding Agents
2 of 3 axes measurable
46
p21
vel -0.73 cit no axis deps +0.00
axis dials
-0.73 n/a +0.00

Full Coding Agents cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: minimum of 14 clean points and 5 latest dependents not met.

Coverage state
below_floor
Cohort z
no axis
OLS slope
n/a
Theil-Sen slope
n/a
Latest direct dependents
n/a
Confirmed-clean points
0
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_D029GAZTH3Z 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, SWE-agent, entity e_D029GAZTH3Z, snapshot 2026-w39.”

Durable reference (format-independent): urn:evidaxis:claim:e_D029GAZTH3Z:m3:2026-09-26