Evidaxis
Dated record

prime-rl

repo · Post-training & Alignment, n = 16 · PrimeIntellect-ai/prime-rl · paper: not linked · as of

42.8 commits/week averaged over the trailing window (niche median 16.05). No paper is linked in OpenAlex. Dependents: no admitted own package. 2,224 GitHub stars, recorded, not scored. Measured for prime-rl as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked.

commits/wk 42.8 averaged, trailing window niche median 16.05 (n = 16) last commit week 2026-11-01 measured · GitHub ·
citations no paper linked all years, indexed to date niche median 14 (n = 5) no reading · OpenAlex ·
direct dependents not in the scored panel weekly axis input; partition 2026-11-07 niche median 4.5 (n = 6) no reading · deps.dev snapshot ·
stars 2,224 recorded, not scored niche median 10,496 (n = 16) measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is prime-rl still maintained?

Development velocity is the one measurable axis of three: 42.8 commits per week averaged over the trailing window (niche median 16.05/wk, n = 16).

GitHub averaged 42.8 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-11-01.

Commits in the latest captured week vs 4 weeks earlier: -23 · vs 26 weeks earlier: 6 · 52-week range: 8 to 66 commits in an individual week.

line chart: prime-rl, weekly commits, 34 in latest week vs niche median 11.5, 2025-11-09 to 2026-11-01
prime-rl averaged 42.8 commits a week, 2.7 times the niche median of 16.05. GitHub commit_activity · .
Latest eight weeks
Week startingCommitsNiche P25Niche P75
2026-09-13330.7533.25
2026-09-2039035.25
2026-09-27591.7537
2026-10-0457036.75
2026-10-1143033.25
2026-10-18660.7532.25
2026-10-2553030
2026-11-01341.534.75
heatmap chart: prime-rl, weeks with commits, 26 of 26, 2026-05-10 to 2026-11-01
26 of the last 26 captured weeks had commits for prime-rl. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-11-0911
2025-11-1620
2025-11-238
2025-11-3024
2025-12-0714
2025-12-1422
2025-12-2124
2025-12-2819
2026-01-0412
2026-01-1136
2026-01-1831
2026-01-2528
2026-02-0128
2026-02-0827
2026-02-1539
2026-02-2241
2026-03-0131
2026-03-0833
2026-03-1520
2026-03-2231
2026-03-2937
2026-04-0536
2026-04-1234
2026-04-1910
2026-04-2625
2026-05-0328
2026-05-1019
2026-05-1745
2026-05-2433
2026-05-3127
2026-06-0724
2026-06-149
2026-06-2131
2026-06-2836
2026-07-0517
2026-07-1247
2026-07-1931
2026-07-2618
2026-08-0226
2026-08-0926
2026-08-1650
2026-08-2338
2026-08-3023
2026-09-0618
2026-09-1333
2026-09-2039
2026-09-2759
2026-10-0457
2026-10-1143
2026-10-1866
2026-10-2553
2026-11-0134

GitHub commit_activity · period 2025-11-09 to 2026-11-01 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 868e3c39d9c7-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week42.8812.420.8 to 42.8GitHub, trailing 12 weeks2026-11-07Public query42.1
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-11-07Public queryno reading
Weekly direct dependentsno readingno readingno readingno readingWeekly direct dependents2026-11-07Public queryno reading
Daily package dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscorednot capturedPublic queryno reading
Stars2,22470no reading1,582 to 2,224GitHub stars, unscored2026-11-07Public query2,209

Evidaxis snapshot · period 2026-11-07 · n = 1 system · method source linked readings · updated · version 868e3c39d9c7-b1

How to cite prime-rl's record?

Evidaxis. prime-rl measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_H6EVSN8Q85T:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_H6EVSN8Q85T/

Evidaxis · period 2026-11-07 · n = 1 system · method claim URN · updated · version 868e3c39d9c7-b1

How does prime-rl compare with its niche?

16 systems in Post-training & Alignment; niche median 16.05 commits per week. The reader chooses the sort order.

dot plot chart: prime-rl, averaged commits per week, 42.8 vs niche median 16.05, 2026-11-07
prime-rl at 42.8 commits a week among 16 systems; niche median 16.05. GitHub, current cohort · .
All 16 systems, alphabetical; choose a heading to sort
AReaL12no readingno reading5,902
ART20.1no reading110,848
Axolotl20.6no reading212,668
LLaMA-Factory2.5582475,915
ms-swift26.2no reading516,057
NeMo-RL41.5no readingno reading2,117
Open R10.2no readingno reading26,474
Open-Instruct9.7no readingno reading3,924
OpenRLHF2.511no reading10,144
prime-rl42.8no readingno reading2,224
ROLL0.714no reading3,448
Search-R10246no reading5,568
Trinity-RFT0.51no reading712
TRL57.8no reading15819,683
Unsloth796.2no reading2679,133
verl25.2no readingno reading24,157

Evidaxis snapshot · period 2026-11-07 · n = 16 systems · method medians of measured values · updated · version 868e3c39d9c7-b1 · CSV for this niche

What changed since the last snapshot?

2 published readings changed between snapshots d1eb0cec0f6a and 868e3c39d9c7.

slope chart: prime-rl, changed published values, 2, 2026-10-31 to 2026-11-07
2 published values changed for prime-rl since 2026-10-31. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week42.142.80.7
Citing worksno readingno readingno reading
Weekly direct dependentsno readingno readingno reading
Stars2,2092,22415

Evidaxis snapshots · period 2026-10-31 to 2026-11-07 · n = 21 partitions · method paired snapshot values · updated · version 868e3c39d9c7-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 2026-11-07 · n = 1 system · method CC0-1.0 open export · updated · version 868e3c39d9c7-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 prime-rl, and why

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

Unmeasured slots
ReadingReason
Citing worksnot linked
Weekly direct dependentsoutside panel
Daily package dependents (unscored)no reading captured

Dependents: no admitted own package, a coverage state, not a measured zero. Unscored daily count: no reading (2026-11-07).

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 2026-11-07 · n = 1 system · method measurement coverage · updated · version 868e3c39d9c7-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 19 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

prime-rl

repo
Post-training & Alignment · n = 16 · PrimeIntellect-ai/prime-rl
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 · 2026-11-07
Gate: not computable - 1 of 3 axes measurable
position in cohort distribution one of 16 in cohort
percentile 87 within cohort p25 p50 p75 p0 p100
percentile
p87
· Evidaxis snapshot · 2026-11-07
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+0.91 within cohort, log-slope +0.028/wk.0+0.91
velocity z
+0.91 σ
slope
+0.028/wk
· Evidaxis snapshot · 2026-11-07
log-slope +0.028/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: no admitted own package; not measured.
cohort
16
systems measured
weekly commits
42.8
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
61.3
percentile p87
commit heatmap, last 26 weeks42.8/wk
weekly commits, 26 weeks26 weeks of commits, peak 66 in a week, 26 active weeks, 902 total.week 1: 19 commitsweek 2: 45 commitsweek 3: 33 commitsweek 4: 27 commitsweek 5: 24 commitsweek 6: 9 commitsweek 7: 31 commitsweek 8: 36 commitsweek 9: 17 commitsweek 10: 47 commitsweek 11: 31 commitsweek 12: 18 commitsweek 13: 26 commitsweek 14: 26 commitsweek 15: 50 commitsweek 16: 38 commitsweek 17: 23 commitsweek 18: 18 commitsweek 19: 33 commitsweek 20: 39 commitsweek 21: 59 commitsweek 22: 57 commitsweek 23: 43 commitsweek 24: 66 commitsweek 25: 53 commitsweek 26: 34 commits
weeks
26
peak/wk
66
active
26
total
902
· Evidaxis snapshot · 2026-11-07
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +4.71, regime accelerating. prior slope +0.010, recent slope +0.047 per week. +0.010prior 39w+0.047recent 13w+4.71×
swing
+4.71×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value +0.037 with 95% CI +0.016 to +0.057, 50 degrees of freedom. CI excludes zero.0+0.03795% CI +0.016, +0.057+0.016+0.057
sharpe
+0.037
95% ci
+0.016, +0.057
dof
50
snapshot 1 of 1 · · m5
commit changepoint52 weekly commit points. Changepoint at week 50 (2026-10-24), slope change -16.383 commits per week.2026-10-24
date
week
50 of 52
Δslope
-16.383/wk
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
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 21 of 21 · · m5

Direct-dependents momentum (deps.dev)

Direct-dependents axis: no admitted own package; not measured.

Coverage state
out_of_panel
Cohort z
no axis
OLS slope
no reading
Theil-Sen slope
no reading
Latest direct dependents
no reading
Confirmed-clean points
no reading
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: prime-rl, reconstructed commits, 33, 2025-w39 to 2026-w37
prime-rl has 33 reconstructed commits in the latest week; reconstructed niche median not measured. Git history reconstruction · .
Reconstructed weekly commits
PeriodCommits
2025-w3915
2025-w4013
2025-w4112
2025-w4219
2025-w4325
2025-w4435
2025-w4511
2025-w4620
2025-w478
2025-w4824
2025-w4914
2025-w5022
2025-w5124
2025-w5219
2026-w0112
2026-w0236
2026-w0331
2026-w0428
2026-w0528
2026-w0627
2026-w0739
2026-w0841
2026-w0931
2026-w1033
2026-w1120
2026-w1231
2026-w1337
2026-w1436
2026-w1534
2026-w1610
2026-w1725
2026-w1828
2026-w1919
2026-w2045
2026-w2133
2026-w2227
2026-w2324
2026-w249
2026-w2531
2026-w2636
2026-w2717
2026-w2847
2026-w2931
2026-w3018
2026-w3126
2026-w3226
2026-w3350
2026-w3438
2026-w3523
2026-w3618
2026-w3733
Peer signals
SystemMomentumPercentile
AReaL58.573
ART54.660
Axolotl56.667
LLaMA-Factory15.60
ms-swift40.327
NeMo-RL60.580
Open R141.140
Open-Instruct69.593
OpenRLHF40.433
prime-rl61.387
ROLL25.213
Search-R143.947
Trinity-RFT22.77
TRL51.953
Unsloth81.8100
verl31.420

Evidaxis · period 2026-11-07 · n = 1 system · method measurement detail · updated · version 868e3c39d9c7-b1 · record JSON · snapshot receipt