Evidaxis
Dated record

AReaL

repo · Post-training & Alignment, n = 16 · areal-project/AReaL · paper: arXiv:2505.24298 (on file; not matched in OpenAlex) · as of

10 commits/week averaged over the trailing window (niche median 11.95). No paper is linked in OpenAlex. Dependents: no reading captured in the partition. 5,793 GitHub stars, recorded, not scored. Measured for AReaL as of 2026-09-26; sources: GitHub, OpenAlex and deps.dev where linked.

commits/wk 10 averaged, trailing window niche median 11.95 (n = 16) last commit week 2026-09-20 measured · GitHub ·
citations no paper linked all years, indexed to date niche median 11 (n = 4) no reading · OpenAlex ·
direct dependents not captured this week partition 2026-09-26 niche median 3 (n = 8) no reading · deps.dev snapshot ·
stars 5,793 recorded, not scored niche median 10,412 (n = 16) measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is AReaL still maintained?

Development velocity is the one measurable axis of three: 10 commits per week averaged over the trailing window (niche median 11.95/wk, n = 16).

GitHub averaged 10 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-09-20.

Commits in the latest captured week vs 4 weeks earlier: 3 · vs 26 weeks earlier: 6 · 52-week range: 1 to 38 commits in an individual week.

line chart: AReaL, weekly commits, 19 in latest week vs niche median 20, 2025-09-28 to 2026-09-20
AReaL averaged 10 commits a week, 0.8 times the niche median of 11.95. GitHub commit_activity · .
Latest eight weeks
Week startingCommitsNiche P25Niche P75
2026-08-0210022.25
2026-08-0911126.5
2026-08-1612227.75
2026-08-2316036.5
2026-08-303030.25
2026-09-0681.7527
2026-09-13230.7533.25
2026-09-2019031.75
heatmap chart: AReaL, weeks with commits, 26 of 26, 2026-03-29 to 2026-09-20
26 of the last 26 captured weeks had commits for AReaL. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-09-2814
2025-10-0515
2025-10-1218
2025-10-1911
2025-10-2621
2025-11-0222
2025-11-0938
2025-11-1614
2025-11-2326
2025-11-3018
2025-12-0726
2025-12-1417
2025-12-2112
2025-12-2814
2026-01-0424
2026-01-1112
2026-01-1812
2026-01-2517
2026-02-0134
2026-02-0814
2026-02-151
2026-02-2211
2026-03-0133
2026-03-0810
2026-03-1519
2026-03-2213
2026-03-2922
2026-04-0513
2026-04-1221
2026-04-1929
2026-04-2625
2026-05-0315
2026-05-105
2026-05-177
2026-05-246
2026-05-313
2026-06-076
2026-06-143
2026-06-219
2026-06-2824
2026-07-053
2026-07-123
2026-07-199
2026-07-263
2026-08-0210
2026-08-0911
2026-08-1612
2026-08-2316
2026-08-303
2026-09-068
2026-09-1323
2026-09-2019

GitHub commit_activity · period 2025-09-28 to 2026-09-20 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 9d2fe956adbc-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week100.9-6.76.8 to 20.3GitHub, trailing 12 weeks2026-09-26Public query10.4
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-09-26Public queryno reading
Direct dependentsno readingno readingno readingno readingDirect dependents2026-09-26Public queryno reading
Daily dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscored2026-09-26Public queryno reading
Stars5,79391no reading5,343 to 5,793GitHub stars, unscored2026-09-26Public query5,776

Evidaxis snapshot · period 2026-09-26 · n = 1 system · method source linked readings · updated · version 9d2fe956adbc-b1

How to cite AReaL's record?

Evidaxis. AReaL measurement record. Snapshot 2026-09-26. urn:evidaxis:claim:e_PCV8H6P7B04:m3:2026-09-26. CC0-1.0. https://evidaxis.org/e/e_PCV8H6P7B04/

Evidaxis · period 2026-09-26 · n = 1 system · method claim URN · updated · version 9d2fe956adbc-b1

How does AReaL compare with its niche?

16 systems in Post-training & Alignment; niche median 11.95 commits per week. The reader chooses the sort order.

dot plot chart: AReaL, averaged commits per week, 10 vs niche median 11.95, 2026-09-26
AReaL at 10 commits a week among 16 systems; niche median 11.95. GitHub, current cohort · .
All 16 systems, alphabetical; choose a heading to sort
AReaL10no readingno reading5,793
ART14no reading110,778
Axolotl13.9no reading212,506
LLaMA-Factory3.5389475,024
ms-swift27no reading415,731
NeMo-RL32.1no reading12,033
Open R10no readingno reading26,477
Open-Instruct3.1no readingno reading3,879
OpenRLHF3.210no reading10,046
prime-rl30.3no readingno reading2,089
ROLL0.51no reading3,408
Search-R1012no reading5,454
Trinity-RFT0.7no readingno reading703
TRL45.6no reading15319,394
Unsloth272.8no reading2376,834
verl27.4no reading023,643

Evidaxis snapshot · period 2026-09-26 · n = 16 systems · method medians of measured values · updated · version 9d2fe956adbc-b1 · CSV for this niche

What changed since the last snapshot?

2 published readings changed between snapshots fcfd3a7ccdcb and 9d2fe956adbc.

slope chart: AReaL, changed published values, 2, 2026-09-19 to 2026-09-26
2 published values changed for AReaL since 2026-09-19. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week10.410-0.4
Citing worksno readingno readingno reading
Direct dependentsno readingno readingno reading
Stars5,7765,79317

Evidaxis snapshots · period 2026-09-19 to 2026-09-26 · n = 16 partitions · method paired snapshot values · updated · version 9d2fe956adbc-b1 · History CSV

Take the data or follow changes

Values and captured history are available under CC0-1.0. The system feed records changes to published numbers.

Values CSVHistory CSVJSON recordAtom feedJSON FeedAdd Evidaxis as a preferred source on GoogleReport an error

Evidaxis · period 2026-09-26 · n = 1 system · method CC0-1.0 open export · updated · version 9d2fe956adbc-b1

For teams tracking many systems

Use the cohort CSV, snapshot archive and membership manifest to reproduce observations across systems.

Cohort CSV · Snapshot archive · Membership manifest

Paper and links

Source records identify the system, repository and linked works; no paper authors are published.

Paper reference on file: arXiv:2505.24298.

What is not measured for AReaL, and why

Missing readings describe instrument coverage. A missing value is not a measured zero.

Unmeasured slots
ReadingReason
Citing worksnot linked
Direct dependentsno partition
Daily dependents (unscored)no reading captured

Direct dependents: no reading captured in partition not captured; the value is missing, not zero.

Gate ETA: never published; Evidaxis makes no public actionable prediction.

Dependents ecosystem composition: no reading; this field is not present in the snapshot.

Evidaxis · period 2026-09-26 · n = 1 system · method measurement coverage · updated · version 9d2fe956adbc-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 13 weekly observations; minimum 4. Axis coverage: 1 of 3 axes measurable. Gate: not computable - 1 of 3 axes measurable

Gate: not computable - 1 of 3 axes measurable

AReaL

repo
Post-training & Alignment · n = 16 · areal-project/AReaL
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

· Evidaxis snapshot · 2026-09-26
Gate: not computable - 1 of 3 axes measurable
position in cohort distribution one of 16 in cohort
percentile 47 within cohort p25 p50 p75 p0 p100
percentile
p47
· Evidaxis snapshot · 2026-09-26
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-0.26 within cohort, log-slope -0.016/wk.0-0.26
velocity z
-0.26 σ
slope
-0.016/wk
· Evidaxis snapshot · 2026-09-26
log-slope -0.016/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: minimum of 14 clean points and 5 latest dependents not met.
cohort
16
systems measured
weekly commits
10
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
46.7
percentile p47
commit heatmap, last 26 weeks10/wk
weekly commits, 26 weeks26 weeks of commits, peak 29 in a week, 26 active weeks, 308 total.week 1: 22 commitsweek 2: 13 commitsweek 3: 21 commitsweek 4: 29 commitsweek 5: 25 commitsweek 6: 15 commitsweek 7: 5 commitsweek 8: 7 commitsweek 9: 6 commitsweek 10: 3 commitsweek 11: 6 commitsweek 12: 3 commitsweek 13: 9 commitsweek 14: 24 commitsweek 15: 3 commitsweek 16: 3 commitsweek 17: 9 commitsweek 18: 3 commitsweek 19: 10 commitsweek 20: 11 commitsweek 21: 12 commitsweek 22: 16 commitsweek 23: 3 commitsweek 24: 8 commitsweek 25: 23 commitsweek 26: 19 commits
weeks
26
peak/wk
29
active
26
total
308
· Evidaxis snapshot · 2026-09-26
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -2.50, regime recent slope sign differs from prior window. prior slope -0.025, recent slope +0.061 per week. -0.025prior 39w+0.061recent 13w-2.50×
swing
-2.50×
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 -0.029 with 95% CI -0.051 to -0.007, 50 degrees of freedom. CI spans zero.0-0.02995% CI -0.051, -0.007-0.051-0.007
sharpe
-0.029
95% ci
-0.051, -0.007
dof
50
snapshot 1 of 1 · · m3
commit changepoint52 weekly commit points. Changepoint at week 49 (2026-09-05), slope change +6.568 commits per week.2026-09-05
date
week
49 of 52
Δslope
+6.568/wk
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
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 16 of 16 · · m3

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
no reading
Theil-Sen slope
no reading
Latest direct dependents
no reading
Confirmed-clean points
0
Reconstructed history points
no reading
As-of partition
no reading
Fragility veto
no reading
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

Reconstructed history

Reconstructed from git history, not a point-in-time capture. This series is separate from captured observations.

sparkline chart: AReaL, reconstructed commits, 3, 2025-w39 to 2026-w38
AReaL has 3 reconstructed commits in the latest week; reconstructed niche median not measured. Git history reconstruction · .
Reconstructed weekly commits
PeriodCommits
2025-w3914
2025-w4015
2025-w4118
2025-w4211
2025-w4321
2025-w4422
2025-w4538
2025-w4614
2025-w4726
2025-w4818
2025-w4926
2025-w5017
2025-w5112
2025-w5214
2026-w0124
2026-w0212
2026-w0312
2026-w0417
2026-w0534
2026-w0614
2026-w071
2026-w0811
2026-w0933
2026-w1010
2026-w1119
2026-w1213
2026-w1322
2026-w1413
2026-w1521
2026-w1629
2026-w1725
2026-w1815
2026-w195
2026-w207
2026-w216
2026-w223
2026-w236
2026-w243
2026-w259
2026-w2624
2026-w273
2026-w283
2026-w299
2026-w303
2026-w3110
2026-w3211
2026-w3312
2026-w3416
2026-w353
2026-w368
2026-w3723
2026-w383
Peer signals
SystemMomentumPercentile
AReaL46.747
ART76.4100
Axolotl52.560
LLaMA-Factory29.20
ms-swift52.453
NeMo-RL74.693
Open R142.540
Open-Instruct30.97
OpenRLHF41.133
prime-rl6280
ROLL38.913
Search-R154.273
Trinity-RFT39.920
TRL52.567
Unsloth62.687
verl40.427

Evidaxis · period 2026-09-26 · n = 1 system · method measurement detail · updated · version 9d2fe956adbc-b1 · record JSON · snapshot receipt