Evidaxis
Dated record

Axolotl

repo · Post-training & Alignment, n = 16 · axolotl-ai-cloud/axolotl · paper: not linked · as of

14.2 commits/week averaged over the trailing window (niche median 12). No paper is linked in OpenAlex. deps.dev: 2 direct dependents, below the 5-dependent floor. 12,556 GitHub stars, recorded, not scored. Measured for Axolotl as of 2026-10-10; sources: GitHub, OpenAlex and deps.dev where linked.

commits/wk 14.2 averaged, trailing window niche median 12 (n = 16) last commit week 2026-10-11 measured · GitHub ·
citations no paper linked all years, indexed to date niche median 11.5 (n = 4) no reading · OpenAlex ·
direct dependents 2 partition 2026-10-10 niche median 4.5 (n = 6) measured · deps.dev snapshot ·
stars 12,556 recorded, not scored niche median 10,437.5 (n = 16) measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is Axolotl still maintained?

Development velocity is the one measurable axis of three: 14.2 commits per week averaged over the trailing window (niche median 12/wk, n = 16).

GitHub averaged 14.2 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-10-11.

Commits in the latest captured week vs 4 weeks earlier: -19 · vs 26 weeks earlier: -6 · 52-week range: 0 to 34 commits in an individual week.

line chart: Axolotl, weekly commits, 2 in latest week vs niche median 1, 2025-10-19 to 2026-10-11
Axolotl averaged 14.2 commits a week, 1.2 times the niche median of 12. GitHub commit_activity · .
Latest eight weeks
Week startingCommitsNiche P25Niche P75
2026-08-2320036.5
2026-08-3014030.25
2026-09-0681.7527
2026-09-13210.7533.25
2026-09-2027035.25
2026-09-27311.7537
2026-10-0423036
2026-10-11202.25
heatmap chart: Axolotl, weeks with commits, 26 of 26, 2026-04-19 to 2026-10-11
26 of the last 26 captured weeks had commits for Axolotl. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-10-197
2025-10-266
2025-11-028
2025-11-0910
2025-11-164
2025-11-233
2025-11-307
2025-12-073
2025-12-148
2025-12-2111
2025-12-286
2026-01-045
2026-01-1111
2026-01-187
2026-01-257
2026-02-010
2026-02-0814
2026-02-157
2026-02-2211
2026-03-0134
2026-03-089
2026-03-1530
2026-03-2218
2026-03-2918
2026-04-0514
2026-04-128
2026-04-1910
2026-04-264
2026-05-034
2026-05-1015
2026-05-1710
2026-05-2416
2026-05-317
2026-06-0711
2026-06-148
2026-06-218
2026-06-2820
2026-07-0522
2026-07-1223
2026-07-199
2026-07-264
2026-08-0216
2026-08-091
2026-08-163
2026-08-2320
2026-08-3014
2026-09-068
2026-09-1321
2026-09-2027
2026-09-2731
2026-10-0423
2026-10-112

GitHub commit_activity · period 2025-10-19 to 2026-10-11 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version ad5e404d4f82-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week14.20.806 to 14.8GitHub, trailing 12 weeks2026-10-10Public query14.8
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-10-10Public queryno reading
Direct dependents2no readingno reading2 to 2Direct dependents2026-10-10Public query2
Daily dependents (unscored)0no readingno reading0 to 0deps.dev REST, unscored2026-w41Public query0
Stars12,55693no reading12,129 to 12,556GitHub stars, unscored2026-10-10Public query12,513

Evidaxis snapshot · period 2026-10-10 · n = 1 system · method source linked readings · updated · version ad5e404d4f82-b1

How to cite Axolotl's record?

Evidaxis. Axolotl measurement record. Snapshot 2026-10-10. urn:evidaxis:claim:e_B10ZF25BFZT:m4:2026-10-10. CC0-1.0. https://evidaxis.org/e/e_B10ZF25BFZT/

Evidaxis · period 2026-10-10 · n = 1 system · method claim URN · updated · version ad5e404d4f82-b1

Is anyone using Axolotl?

2 direct dependents on deps.dev as of not captured, under the 5-dependent floor, so no trend is computed.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partition226m4 own packages

Daily dependents (unscored): 0. 12,556 GitHub stars, recorded, not scored.

sparkline chart: Axolotl, daily dependents, 0, 2026-w27 to 2026-w41
Axolotl recorded 0 daily dependents (unscored); daily niche median not measured. deps.dev REST (unscored) · .
Captured daily series
Unscored daily dependents, as captured
PeriodDependents
2026-w270
2026-w280
2026-w290
2026-w300
2026-w310
2026-w320
2026-w330
2026-w340
2026-w350
2026-w360
2026-w370
2026-w380
2026-w390
2026-w400
2026-w410

deps.dev · period 2026-10-10 · n = 26 partitions · method m4 own packages · updated · version ad5e404d4f82-b1 · CSV

How does Axolotl compare with its niche?

16 systems in Post-training & Alignment; niche median 12 commits per week. The reader chooses the sort order.

dot plot chart: Axolotl, averaged commits per week, 14.2 vs niche median 12, 2026-10-10
Axolotl at 14.2 commits a week among 16 systems; niche median 12. GitHub, current cohort · .
All 16 systems, alphabetical; choose a heading to sort
AReaL9.8no readingno reading5,828
ART19.6no reading110,794
Axolotl14.2no reading212,556
LLaMA-Factory2.7402475,423
ms-swift25.6no reading515,823
NeMo-RL31.3no readingno reading2,058
Open R10.2no readingno reading26,478
Open-Instruct2.8no readingno reading3,896
OpenRLHF2.911no reading10,081
prime-rl33no readingno reading2,154
ROLL0.51no reading3,419
Search-R1012no reading5,496
Trinity-RFT0.7no readingno reading708
TRL42.8no reading15419,494
Unsloth641.2no reading2177,843
verl24.1no readingno reading23,834

Evidaxis snapshot · period 2026-10-10 · n = 16 systems · method medians of measured values · updated · version ad5e404d4f82-b1 · CSV for this niche

What changed since the last snapshot?

2 published readings changed between snapshots 0641434ff686 and ad5e404d4f82.

slope chart: Axolotl, changed published values, 2, 2026-10-03 to 2026-10-10
2 published values changed for Axolotl since 2026-10-03. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week14.814.2-0.6
Citing worksno readingno readingno reading
Direct dependents220
Stars12,51312,55643

Evidaxis snapshots · period 2026-10-03 to 2026-10-10 · n = 18 partitions · method paired snapshot values · updated · version ad5e404d4f82-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 2026-10-10 · n = 1 system · method CC0-1.0 open export · updated · version ad5e404d4f82-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.

What is not measured for Axolotl, and why

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

Unmeasured slots
ReadingReason
Citing worksnot linked

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 2026-10-10 · n = 1 system · method measurement coverage · updated · version ad5e404d4f82-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 15 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

Axolotl

repo
Post-training & Alignment · n = 16 · axolotl-ai-cloud/axolotl
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 · 2026-10-10
Gate: not computable - 1 of 3 axes measurable
position in cohort distribution one of 16 in cohort
percentile 73 within cohort p25 p50 p75 p0 p100
percentile
p73
· Evidaxis snapshot · 2026-10-10
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+0.45 within cohort, log-slope +0.016/wk.0+0.45
velocity z
+0.45 σ
slope
+0.016/wk
· Evidaxis snapshot · 2026-10-10
log-slope +0.016/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: minimum of 14 usable points of the new quantity and 5 latest dependents not met.
cohort
16
systems measured
weekly commits
14.2
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
55.6
percentile p73
commit heatmap, last 26 weeks14.2/wk
weekly commits, 26 weeks26 weeks of commits, peak 31 in a week, 26 active weeks, 337 total.week 1: 10 commitsweek 2: 4 commitsweek 3: 4 commitsweek 4: 15 commitsweek 5: 10 commitsweek 6: 16 commitsweek 7: 7 commitsweek 8: 11 commitsweek 9: 8 commitsweek 10: 8 commitsweek 11: 20 commitsweek 12: 22 commitsweek 13: 23 commitsweek 14: 9 commitsweek 15: 4 commitsweek 16: 16 commitsweek 17: 1 commitsweek 18: 3 commitsweek 19: 20 commitsweek 20: 14 commitsweek 21: 8 commitsweek 22: 21 commitsweek 23: 27 commitsweek 24: 31 commitsweek 25: 23 commitsweek 26: 2 commits
weeks
26
peak/wk
31
active
26
total
337
· Evidaxis snapshot · 2026-10-10
citations by yearCitation source: not measured.
Daily dependents count (unscored) 0 dependents 0 direct · pypi/axolotl · deps.dev · the scored m4 axis uses weekly partitions
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +3.25, regime accelerating. prior slope +0.023, recent slope +0.075 per week. +0.023prior 39w+0.075recent 13w+3.25×
swing
+3.25×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m4
commit-axis Sharpe log-linear slope over residual std, value +0.018 with 95% CI -0.002 to +0.039, 50 degrees of freedom. CI spans zero.0+0.01895% CI -0.002, +0.039-0.002+0.039
sharpe
+0.018
95% ci
-0.002, +0.039
dof
50
snapshot 1 of 1 · · m4
commit changepoint52 weekly commit points. Changepoint at week 50 (2026-09-26), slope change -14.675 commits per week.2026-09-26
date
week
50 of 52
Δslope
-14.675/wk
snapshot 1 of 1 · · m4
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
methodology gate snapshot 1 of 1 · · m4
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 18 of 18 · · m4

Direct-dependents momentum (deps.dev)

Direct-dependents axis: minimum of 14 usable points of the new quantity 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
2
Confirmed-clean points
26
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: Axolotl, reconstructed commits, 21, 2025-w39 to 2026-w37
Axolotl has 21 reconstructed commits in the latest week; reconstructed niche median not measured. Git history reconstruction · .
Reconstructed weekly commits
PeriodCommits
2025-w392
2025-w4013
2025-w417
2025-w427
2025-w436
2025-w448
2025-w4510
2025-w464
2025-w473
2025-w487
2025-w493
2025-w508
2025-w5111
2025-w526
2026-w015
2026-w0211
2026-w037
2026-w047
2026-w0614
2026-w077
2026-w0811
2026-w0934
2026-w109
2026-w1130
2026-w1218
2026-w1318
2026-w1414
2026-w158
2026-w1610
2026-w174
2026-w184
2026-w1915
2026-w2010
2026-w2116
2026-w227
2026-w2311
2026-w248
2026-w258
2026-w2620
2026-w2722
2026-w2823
2026-w299
2026-w304
2026-w3116
2026-w321
2026-w333
2026-w3420
2026-w3514
2026-w368
2026-w3721
Peer signals
SystemMomentumPercentile
AReaL46.640
ART66.393
Axolotl55.673
LLaMA-Factory24.20
ms-swift42.833
NeMo-RL66.287
Open R150.760
Open-Instruct38.427
OpenRLHF48.247
prime-rl62.580
ROLL38.220
Search-R153.367
Trinity-RFT38.113
TRL49.653
Unsloth82100
verl36.37

Evidaxis · period 2026-10-10 · n = 1 system · method measurement detail · updated · version ad5e404d4f82-b1 · record JSON · snapshot receipt